Merge branch 'IT20154530-Frontend' into 'master'

Complete Frontend

See merge request !9

IT20154530_Frontend/.gitignore

+# Miscellaneous
+*.class
+*.log
+*.pyc
+*.swp
+.DS_Store
+.atom/
+.buildlog/
+.history
+.svn/
+migrate_working_dir/
+
+# IntelliJ related
+*.iml
+*.ipr
+*.iws
+.idea/
+
+# The .vscode folder contains launch configuration and tasks you configure in
+# VS Code which you may wish to be included in version control, so this line
+# is commented out by default.
+#.vscode/
+
+# Flutter/Dart/Pub related
+**/doc/api/
+**/ios/Flutter/.last_build_id
+.dart_tool/
+.flutter-plugins
+.flutter-plugins-dependencies
+.packages
+.pub-cache/
+.pub/
+/build/
+
+# Symbolication related
+app.*.symbols
+
+# Obfuscation related
+app.*.map.json
+
+# Android Studio will place build artifacts here
+/android/app/debug
+/android/app/profile
+/android/app/release

IT20154530_Frontend/.metadata

+# This file tracks properties of this Flutter project.
+# Used by Flutter tool to assess capabilities and perform upgrades etc.
+#
+# This file should be version controlled and should not be manually edited.
+
+version:
+  revision: "2524052335ec76bb03e04ede244b071f1b86d190"
+  channel: "stable"
+
+project_type: app
+
+# Tracks metadata for the flutter migrate command
+migration:
+  platforms:
+    - platform: root
+      create_revision: 2524052335ec76bb03e04ede244b071f1b86d190
+      base_revision: 2524052335ec76bb03e04ede244b071f1b86d190
+    - platform: web
+      create_revision: 2524052335ec76bb03e04ede244b071f1b86d190
+      base_revision: 2524052335ec76bb03e04ede244b071f1b86d190
+
+  # User provided section
+
+  # List of Local paths (relative to this file) that should be
+  # ignored by the migrate tool.
+  #
+  # Files that are not part of the templates will be ignored by default.
+  unmanaged_files:
+    - 'lib/main.dart'
+    - 'ios/Runner.xcodeproj/project.pbxproj'

IT20154530_Frontend/README.md

+# ckd
+
+A new Flutter project.
+
+## Getting Started
+
+This project is a starting point for a Flutter application.
+
+A few resources to get you started if this is your first Flutter project:
+
+- [Lab: Write your first Flutter app](https://docs.flutter.dev/get-started/codelab)
+- [Cookbook: Useful Flutter samples](https://docs.flutter.dev/cookbook)
+
+For help getting started with Flutter development, view the
+[online documentation](https://docs.flutter.dev/), which offers tutorials,
+samples, guidance on mobile development, and a full API reference.

IT20154530_Frontend/analysis_options.yaml

+# This file configures the analyzer, which statically analyzes Dart code to
+# check for errors, warnings, and lints.
+#
+# The issues identified by the analyzer are surfaced in the UI of Dart-enabled
+# IDEs (https://dart.dev/tools#ides-and-editors). The analyzer can also be
+# invoked from the command line by running `flutter analyze`.
+
+# The following line activates a set of recommended lints for Flutter apps,
+# packages, and plugins designed to encourage good coding practices.
+include: package:flutter_lints/flutter.yaml
+
+linter:
+  # The lint rules applied to this project can be customized in the
+  # section below to disable rules from the `package:flutter_lints/flutter.yaml`
+  # included above or to enable additional rules. A list of all available lints
+  # and their documentation is published at https://dart.dev/lints.
+  #
+  # Instead of disabling a lint rule for the entire project in the
+  # section below, it can also be suppressed for a single line of code
+  # or a specific dart file by using the `// ignore: name_of_lint` and
+  # `// ignore_for_file: name_of_lint` syntax on the line or in the file
+  # producing the lint.
+  rules:
+    # avoid_print: false  # Uncomment to disable the `avoid_print` rule
+    # prefer_single_quotes: true  # Uncomment to enable the `prefer_single_quotes` rule
+
+# Additional information about this file can be found at
+# https://dart.dev/guides/language/analysis-options

IT20154530_Frontend/lib/forcast.dart

+import 'package:ckd/service/apiDio.dart';
+import 'package:flutter/material.dart';
+import 'package:go_router/go_router.dart';
+
+class ForeCast extends StatefulWidget {
+  const ForeCast({super.key});
+
+  @override
+  State<ForeCast> createState() => _ForeCastState();
+}
+
+class _ForeCastState extends State<ForeCast> {
+  late String _date;
+  late int _sales;
+  String _pred = "";
+  List<dynamic> _predictionData = [];
+  bool _showPredictions = false;
+
+  @override
+  Widget build(BuildContext context) {
+    return Scaffold(
+      appBar: AppBar(
+        leading: IconButton(
+          icon: Icon(Icons.arrow_back, color: Colors.black),
+          onPressed: () => context.goNamed('home'),
+        ),
+        centerTitle: true,
+        backgroundColor: Colors.blueGrey,
+        title: Text("C-K-D"),
+      ),
+      backgroundColor: Colors.blueGrey.shade200,
+      body: Center(
+        child: Container(
+          width: MediaQuery.of(context).size.width - 100,
+          height: MediaQuery.of(context).size.height / 4,
+          decoration: const BoxDecoration(
+            boxShadow: [
+              BoxShadow(
+                blurRadius: 10.0,
+                color: Colors.black54, //134
+              ),
+            ],
+            borderRadius: BorderRadius.only(
+              topRight: Radius.circular(40.0),
+              bottomRight: Radius.circular(40.0),
+              topLeft: Radius.circular(40.0),
+              bottomLeft: Radius.circular(40.0),
+            ),
+            color: Colors.blueGrey,
+          ),
+          child: Column(
+            mainAxisAlignment: MainAxisAlignment.center,
+            children: [
+              SizedBox(
+                height: 10,
+              ),
+              Row(
+                mainAxisAlignment: MainAxisAlignment.center,
+                children: [
+                  SizedBox(
+                    width: 250,
+                    child: TextField(
+                      decoration: InputDecoration(
+                        labelText: 'Date',
+                        labelStyle: const TextStyle(
+                          color: Color.fromARGB(255, 255, 255, 255),
+                        ),
+                        enabledBorder: OutlineInputBorder(
+                          borderSide: const BorderSide(
+                              width: 3,
+                              color: Color.fromARGB(255, 255, 255, 255)),
+                          borderRadius: BorderRadius.circular(15),
+                        ),
+                        focusedBorder: OutlineInputBorder(
+                          borderSide:
+                              const BorderSide(width: 3, color: Colors.black54),
+                          borderRadius: BorderRadius.circular(15),
+                        ),
+                      ),
+                      onChanged: (value) {
+                        setState(() {
+                          _date = value;
+                        });
+                      },
+                    ),
+                  ),
+                  SizedBox(
+                    width: 10,
+                  ),
+                  SizedBox(
+                    width: 250,
+                    child: TextField(
+                      decoration: InputDecoration(
+                        labelText: 'sales',
+                        labelStyle: const TextStyle(
+                          color: Color.fromARGB(255, 255, 255, 255),
+                        ),
+                        enabledBorder: OutlineInputBorder(
+                          borderSide: const BorderSide(
+                              width: 3,
+                              color: Color.fromARGB(255, 255, 255, 255)),
+                          borderRadius: BorderRadius.circular(15),
+                        ),
+                        focusedBorder: OutlineInputBorder(
+                          borderSide:
+                              const BorderSide(width: 3, color: Colors.black54),
+                          borderRadius: BorderRadius.circular(15),
+                        ),
+                      ),
+                      onChanged: (value) {
+                        setState(() {
+                          _sales = int.parse(value);
+                        });
+                      },
+                    ),
+                  ),
+                  SizedBox(
+                    width: 10,
+                  ),
+                  ElevatedButton(
+                    onPressed: () async {
+                      var results = await apiDio().predSales(_date, _sales);
+                      print(results);
+                      setState(() {
+                        _predictionData = results;
+                        _showPredictions = true;
+                      });
+                    },
+                    child: Text("Predict"),
+                  ),
+                ],
+              ),
+              SizedBox(
+                height: 10,
+              ),
+              if (_showPredictions)
+                SizedBox(
+                  height: 100,
+                  width: 600,
+                  child: Row(
+                    mainAxisAlignment: MainAxisAlignment.center,
+                    children: _predictionData.map((item) {
+                      return PredictionItem(
+                        date: item['date'],
+                        prediction: item['prediction'],
+                      );
+                    }).toList(),
+                  ),
+                ),
+            ],
+          ),
+        ),
+      ),
+    );
+  }
+}
+
+class PredictionItem extends StatelessWidget {
+  final String date;
+  final int prediction;
+
+  PredictionItem({required this.date, required this.prediction});
+
+  @override
+  Widget build(BuildContext context) {
+    return SizedBox(
+      width: 200,
+      height: 200,
+      child: Column(
+        children: [
+          Text("Date: $date"),
+          Text("Prediction: $prediction"),
+        ],
+      ),
+    );
+    // return ListTile(
+    //   title: Text("Date: $date"),
+    //   subtitle: Text("Prediction: $prediction"),
+    // );
+  }
+}

IT20154530_Frontend/lib/home.dart

+import 'package:flutter/material.dart';
+import 'package:go_router/go_router.dart';
+
+class Home extends StatefulWidget {
+  const Home({super.key});
+
+  @override
+  State<Home> createState() => _HomeState();
+}
+
+class _HomeState extends State<Home> {
+  @override
+  Widget build(BuildContext context) {
+    return Scaffold(
+      appBar: AppBar(
+        centerTitle: true,
+        backgroundColor: Colors.blueGrey,
+        title: Text("C-K-D"),
+      ),
+      backgroundColor: Colors.blueGrey.shade200,
+      body: Center(
+        child: Container(
+          width: 600,
+          height: 600,
+          child: GridView.count(
+            crossAxisCount: 2,
+            padding: const EdgeInsets.all(20),
+            crossAxisSpacing: 10,
+            mainAxisSpacing: 10,
+            // shrinkWrap: true,
+            children: <Widget>[
+              ElevatedButton(
+                onPressed: () {
+                  context.goNamed('CkdPred');
+                },
+                style:
+                    ElevatedButton.styleFrom(shape: BeveledRectangleBorder()),
+                child: const Text("CKD"),
+              ),
+              ElevatedButton(
+                onPressed: () {
+                  context.goNamed('forcast');
+                },
+                style:
+                    ElevatedButton.styleFrom(shape: BeveledRectangleBorder()),
+                child: const Text("Forecast"),
+              ),
+              ElevatedButton(
+                onPressed: () {
+                  context.goNamed('SuggestDPlan');
+                },
+                style:
+                    ElevatedButton.styleFrom(shape: BeveledRectangleBorder()),
+                child: const Text("Suggest Diet Plan"),
+              ),
+              ElevatedButton(
+                onPressed: () {
+                  context.goNamed('Diseases');
+                },
+                style:
+                    ElevatedButton.styleFrom(shape: BeveledRectangleBorder()),
+                child: const Text("Diseases"),
+              ),
+            ],
+          ),
+        ),
+      ),
+    );
+  }
+}

IT20154530_Frontend/lib/loginPage.dart

+import 'package:flutter/material.dart';
+import 'package:go_router/go_router.dart';
+
+class LoginPage extends StatefulWidget {
+  const LoginPage({super.key});
+
+  @override
+  State<LoginPage> createState() => _LoginPageState();
+}
+
+class _LoginPageState extends State<LoginPage> {
+  @override
+  Widget build(BuildContext context) {
+    return Scaffold(
+      body: Center(
+        child: Container(
+          width: MediaQuery.of(context).size.width - 120,
+          height: MediaQuery.of(context).size.height / 3,
+          // color: Colors.deepPurple[200],
+          decoration: const BoxDecoration(
+            boxShadow: [
+              BoxShadow(
+                blurRadius: 10.0,
+                color: Colors.blueGrey, //134
+              ),
+            ],
+            borderRadius: BorderRadius.only(
+              topRight: Radius.circular(40.0),
+              bottomRight: Radius.circular(40.0),
+              topLeft: Radius.circular(40.0),
+              bottomLeft: Radius.circular(40.0),
+            ),
+            color: Colors.blueGrey,
+          ),
+          child: Column(
+            mainAxisAlignment: MainAxisAlignment.spaceEvenly,
+            children: [
+              const SizedBox(
+                height: 10,
+              ),
+              Text(
+                "Login",
+                style: TextStyle(fontSize: 30),
+              ),
+              const SizedBox(
+                height: 10,
+              ),
+              SizedBox(
+                width: 250,
+                child: TextField(
+                  decoration: InputDecoration(
+                      labelText: 'Enter your Username',
+                      labelStyle: const TextStyle(
+                        color: Color.fromARGB(255, 255, 255, 255),
+                      ),
+                      // Set border for enabled state (default)
+                      enabledBorder: OutlineInputBorder(
+                        borderSide: const BorderSide(
+                            width: 3,
+                            color: Color.fromARGB(255, 255, 255, 255)),
+                        borderRadius: BorderRadius.circular(15),
+                      ),
+                      // Set border for focused state
+                      focusedBorder: OutlineInputBorder(
+                        borderSide: const BorderSide(
+                            width: 3, color: Colors.deepPurple),
+                        borderRadius: BorderRadius.circular(15),
+                      )),
+                ),
+              ),
+              const SizedBox(
+                height: 10,
+              ),
+              SizedBox(
+                width: 250,
+                child: TextField(
+                  obscureText: true,
+                  decoration: InputDecoration(
+                      labelText: 'Enter your Password',
+                      labelStyle: const TextStyle(
+                        color: Color.fromARGB(255, 255, 255, 255),
+                      ),
+                      // Set border for enabled state (default)
+                      enabledBorder: OutlineInputBorder(
+                        borderSide: const BorderSide(
+                            width: 3,
+                            color: Color.fromARGB(255, 255, 255, 255)),
+                        borderRadius: BorderRadius.circular(15),
+                      ),
+                      // Set border for focused state
+                      focusedBorder: OutlineInputBorder(
+                        borderSide: const BorderSide(
+                            width: 3, color: Colors.deepPurple),
+                        borderRadius: BorderRadius.circular(15),
+                      )),
+                ),
+              ),
+              const SizedBox(
+                height: 10,
+              ),
+              ElevatedButton(
+                  onPressed: () {
+                    context.goNamed('home');
+                  },
+                  child: Text("LogIn")),
+              Row(
+                mainAxisAlignment: MainAxisAlignment.center,
+                children: [
+                  RichText(
+                      text: TextSpan(children: [
+                    TextSpan(text: "Dont you have an Account :"),
+                  ])),
+                  TextButton(
+                    style: TextButton.styleFrom(
+                      foregroundColor: Colors.blue,
+                      padding: const EdgeInsets.all(16.0),
+                      textStyle: const TextStyle(fontSize: 15),
+                    ),
+                    onPressed: () {
+                      context.goNamed('register');
+                    },
+                    child: const Text('Register'),
+                  ),
+                ],
+              ),
+              const SizedBox(
+                height: 10,
+              ),
+            ],
+          ),
+        ),
+      ),
+    );
+  }
+}

IT20154530_Frontend/lib/main.dart

+import 'package:ckd/CkdPred.dart';
+import 'package:ckd/disease.dart';
+import 'package:ckd/forcast.dart';
+import 'package:ckd/registerPage.dart';
+import 'package:ckd/suggestDietPlan.dart';
+import 'package:flutter/material.dart';
+import 'package:go_router/go_router.dart';
+
+import 'actor.dart';
+import 'home.dart';
+import 'loginPage.dart';
+
+void main() {
+  runApp(const MyApp());
+}
+
+final _router = GoRouter(
+  initialLocation: '/',
+  routes: [
+    GoRoute(
+      name: 'Main',
+      path: '/',
+      builder: (context, state) => MyHomePage(title: 'C-K-D'),
+    ),
+    GoRoute(
+      name: 'home',
+      path: '/home',
+      builder: (context, state) => Home(),
+    ),
+    GoRoute(
+      name: 'CkdPred',
+      path: '/CkdPred',
+      builder: (context, state) => CkdPred(),
+    ),
+    GoRoute(
+      name: 'login',
+      path: '/login',
+      builder: (context, state) => LoginPage(),
+    ),
+    GoRoute(
+      name: 'register',
+      path: '/register',
+      builder: (context, state) => RegisterPage(),
+    ),
+    GoRoute(
+      name: 'forcast',
+      path: '/forcast',
+      builder: (context, state) => ForeCast(),
+    ),
+    GoRoute(
+      name: 'SuggestDPlan',
+      path: '/SuggestDPlan',
+      builder: (context, state) => SuggestDietPlan(),
+    ),
+    GoRoute(
+      name: 'Diseases',
+      path: '/Diseases',
+      builder: (context, state) => DiseasePred(),
+    ),
+  ],
+);
+
+class MyApp extends StatelessWidget {
+  const MyApp({super.key});
+
+  // This widget is the root of your application.
+  @override
+  Widget build(BuildContext context) {
+    return MaterialApp.router(
+      routerConfig: _router,
+      title: 'ActX',
+      theme: ThemeData(
+        // colorScheme: ColorScheme.fromSeed(seedColor: Colors.black54),
+        useMaterial3: true,
+      ),
+      // home: const MyHomePage(title: 'ActX'),
+      debugShowCheckedModeBanner: false,
+    );
+  }
+}
+
+class MyHomePage extends StatefulWidget {
+  const MyHomePage({super.key, required this.title});
+  final String title;
+
+  @override
+  State<MyHomePage> createState() => _MyHomePageState();
+}
+
+class _MyHomePageState extends State<MyHomePage> {
+  @override
+  Widget build(BuildContext context) {
+    return LoginPage();
+  }
+}

IT20154530_Frontend/lib/registerPage.dart

+import 'package:flutter/material.dart';
+import 'package:go_router/go_router.dart';
+
+class RegisterPage extends StatefulWidget {
+  const RegisterPage({super.key});
+
+  @override
+  State<RegisterPage> createState() => _RegisterPageState();
+}
+
+class _RegisterPageState extends State<RegisterPage> {
+  @override
+  Widget build(BuildContext context) {
+    return Scaffold(
+      body: Center(
+        child: Container(
+          width: MediaQuery.of(context).size.width - 120,
+          height: MediaQuery.of(context).size.height / 3,
+          // color: Colors.deepPurple[200],
+          decoration: const BoxDecoration(
+            boxShadow: [
+              BoxShadow(
+                blurRadius: 10.0,
+                color: Colors.blueGrey, //134
+              ),
+            ],
+            borderRadius: BorderRadius.only(
+              topRight: Radius.circular(40.0),
+              bottomRight: Radius.circular(40.0),
+              topLeft: Radius.circular(40.0),
+              bottomLeft: Radius.circular(40.0),
+            ),
+            color: Colors.blueGrey,
+          ),
+          child: Column(
+            mainAxisAlignment: MainAxisAlignment.spaceEvenly,
+            children: [
+              const SizedBox(
+                height: 10,
+              ),
+              Text(
+                "Register",
+                style: TextStyle(fontSize: 30),
+              ),
+              const SizedBox(
+                height: 10,
+              ),
+              SizedBox(
+                width: 250,
+                child: TextField(
+                  decoration: InputDecoration(
+                      labelText: 'Enter your Username',
+                      labelStyle: const TextStyle(
+                        color: Color.fromARGB(255, 255, 255, 255),
+                      ),
+                      // Set border for enabled state (default)
+                      enabledBorder: OutlineInputBorder(
+                        borderSide: const BorderSide(
+                            width: 3,
+                            color: Color.fromARGB(255, 255, 255, 255)),
+                        borderRadius: BorderRadius.circular(15),
+                      ),
+                      // Set border for focused state
+                      focusedBorder: OutlineInputBorder(
+                        borderSide: const BorderSide(
+                            width: 3, color: Colors.deepPurple),
+                        borderRadius: BorderRadius.circular(15),
+                      )),
+                ),
+              ),
+              const SizedBox(
+                height: 10,
+              ),
+              SizedBox(
+                width: 250,
+                child: TextField(
+                  obscureText: true,
+                  decoration: InputDecoration(
+                      labelText: 'Enter your Password',
+                      labelStyle: const TextStyle(
+                        color: Color.fromARGB(255, 255, 255, 255),
+                      ),
+                      // Set border for enabled state (default)
+                      enabledBorder: OutlineInputBorder(
+                        borderSide: const BorderSide(
+                            width: 3,
+                            color: Color.fromARGB(255, 255, 255, 255)),
+                        borderRadius: BorderRadius.circular(15),
+                      ),
+                      // Set border for focused state
+                      focusedBorder: OutlineInputBorder(
+                        borderSide: const BorderSide(
+                            width: 3, color: Colors.deepPurple),
+                        borderRadius: BorderRadius.circular(15),
+                      )),
+                ),
+              ),
+              const SizedBox(
+                height: 10,
+              ),
+              ElevatedButton(
+                  onPressed: () {
+                    context.goNamed('home');
+                  },
+                  child: Text("Register")),
+              Row(
+                mainAxisAlignment: MainAxisAlignment.center,
+                children: [
+                  RichText(
+                      text: TextSpan(children: [
+                    TextSpan(text: "Do you have an Account :"),
+                  ])),
+                  TextButton(
+                    style: TextButton.styleFrom(
+                      foregroundColor: Colors.blue,
+                      padding: const EdgeInsets.all(16.0),
+                      textStyle: const TextStyle(fontSize: 15),
+                    ),
+                    onPressed: () {
+                      context.goNamed('login');
+                    },
+                    child: const Text('Login'),
+                  ),
+                ],
+              ),
+              const SizedBox(
+                height: 10,
+              ),
+            ],
+          ),
+        ),
+      ),
+    );
+  }
+}

IT20154530_Frontend/lib/service/apiDio.dart

+import 'dart:convert';
+import 'dart:typed_data';
+
+import 'package:dio/dio.dart';
+
+var options = BaseOptions(
+  baseUrl: 'http://127.0.0.1:8000',
+);
+
+var dio = Dio(options);
+
+class apiDio {
+  Map<String, dynamic> createDateSales(String date, int sales) {
+    return {"date": date, "sales": sales};
+  }
+
+  Map<String, dynamic> createDisease(
+    int Age,
+    String Gender,
+    String AKIDiagnosis,
+    double InitialCreatinine,
+    double PeakCreatinine,
+    int UrineOutput,
+    String Proteinuria,
+    String Edema,
+    String Albumin_Level,
+    int Change_in_Urination,
+    int Swelling,
+    int Metallic_Taste_in_Mouth,
+    int Dizziness_Trouble_Concentrating,
+    int Pain_in_Back_or_Sides,
+    int Nausea_Vomiting,
+  ) {
+    return {
+      "Age": Age,
+      "Gender": Gender,
+      "AKIDiagnosis": AKIDiagnosis,
+      "InitialCreatinine": InitialCreatinine,
+      "PeakCreatinine": PeakCreatinine,
+      "UrineOutput": UrineOutput,
+      "Proteinuria": Proteinuria,
+      "Edema": Edema,
+      "Albumin_Level": Albumin_Level,
+      "Change_in_Urination": Change_in_Urination,
+      "Swelling": Swelling,
+      "Metallic_Taste_in_Mouth": Metallic_Taste_in_Mouth,
+      "Dizziness_Trouble_Concentrating": Dizziness_Trouble_Concentrating,
+      "Pain_in_Back_or_Sides": Pain_in_Back_or_Sides,
+      'Nausea_Vomiting': Nausea_Vomiting,
+    };
+  }
+
+  pedDisease(
+    int Age,
+    String Gender,
+    String AKIDiagnosis,
+    double InitialCreatinine,
+    double PeakCreatinine,
+    int UrineOutput,
+    String Proteinuria,
+    String Edema,
+    String Albumin_Level,
+    int Change_in_Urination,
+    int Swelling,
+    int Metallic_Taste_in_Mouth,
+    int Dizziness_Trouble_Concentrating,
+    int Pain_in_Back_or_Sides,
+    int Nausea_Vomiting,
+  ) async {
+    try {
+      // Create the Dart object with the desired structure
+      var createDiseaseData = createDisease(
+          Age,
+          Gender,
+          AKIDiagnosis,
+          InitialCreatinine,
+          PeakCreatinine,
+          UrineOutput,
+          Proteinuria,
+          Edema,
+          Albumin_Level,
+          Change_in_Urination,
+          Swelling,
+          Metallic_Taste_in_Mouth,
+          Dizziness_Trouble_Concentrating,
+          Pain_in_Back_or_Sides,
+          Nausea_Vomiting);
+
+      // Convert the Dart object to JSON
+      String createDiseaseDataJson = json.encode(createDiseaseData);
+
+      // Make the Dio POST request with JSON data
+      Response response = await dio.post('/predict_diseas/',
+          data: createDiseaseDataJson,
+          options: Options(
+            contentType: Headers.jsonContentType, // Set content type to JSON
+          ));
+
+      print(response.data);
+      return response.data; // Assuming your FastAPI endpoint returns a message.
+    } catch (e) {
+      // Handle any errors here
+      print(e);
+      return null; // Or return an error message
+    }
+  }
+
+  Map<String, dynamic> createSuggestPlane(
+    int Age,
+    String Gender,
+    int BMI,
+    int Current_Protein_Intake,
+    int Current_Sodium_Intake,
+    int Current_Potassium_Intake,
+    int Current_Phosphorus_Intake,
+    String Other_Conditions,
+    int GFR,
+    int Proteinuria,
+    String Preferred_Food,
+  ) {
+    return {
+      "Age": Age,
+      "Gender": Gender,
+      "BMI": BMI,
+      "Current_Protein_Intake": Current_Protein_Intake,
+      "Current_Sodium_Intake": Current_Sodium_Intake,
+      "Current_Potassium_Intake": Current_Potassium_Intake,
+      "Current_Phosphorus_Intake": Current_Phosphorus_Intake,
+      "Other_Conditions": Other_Conditions,
+      "GFR": GFR,
+      "Proteinuria": Proteinuria,
+      "Preferred_Food": Preferred_Food
+    };
+  }
+
+  SuggestPlane(
+    int Age,
+    String Gender,
+    int BMI,
+    int Current_Protein_Intake,
+    int Current_Sodium_Intake,
+    int Current_Potassium_Intake,
+    int Current_Phosphorus_Intake,
+    String Other_Conditions,
+    int GFR,
+    int Proteinuria,
+    String Preferred_Food,
+  ) async {
+    try {
+      // Create the Dart object with the desired structure
+      var SuggestPlaneData = createSuggestPlane(
+          Age,
+          Gender,
+          BMI,
+          Current_Protein_Intake,
+          Current_Sodium_Intake,
+          Current_Potassium_Intake,
+          Current_Phosphorus_Intake,
+          Other_Conditions,
+          GFR,
+          Proteinuria,
+          Preferred_Food);
+
+      // Convert the Dart object to JSON
+      String SuggestPlaneDataJson = json.encode(SuggestPlaneData);
+
+      // Make the Dio POST request with JSON data
+      Response response = await dio.post('/Suggest_Diet_Plan/',
+          data: SuggestPlaneDataJson,
+          options: Options(
+            contentType: Headers.jsonContentType, // Set content type to JSON
+          ));
+
+      print(response.data);
+      return response.data; // Assuming your FastAPI endpoint returns a message.
+    } catch (e) {
+      // Handle any errors here
+      print(e);
+      return null; // Or return an error message
+    }
+  }
+
+  predSales(String date, int sales) async {
+    try {
+      // Create the Dart object with the desired structure
+      var dateSaleData = createDateSales(date, sales);
+
+      // Convert the Dart object to JSON
+      String dateSaleDataJson = json.encode(dateSaleData);
+
+      // Make the Dio POST request with JSON data
+      Response response = await dio.post('/forecast/',
+          data: dateSaleDataJson,
+          options: Options(
+            contentType: Headers.jsonContentType, // Set content type to JSON
+          ));
+
+      print(response.data);
+      return response.data; // Assuming your FastAPI endpoint returns a message.
+    } catch (e) {
+      // Handle any errors here
+      print(e);
+      return null; // Or return an error message
+    }
+  }
+
+  Map<String, dynamic> createCkdMap(
+    int age,
+    double blood_pressure,
+    double specific_gravity,
+    double albumin,
+    double sugar,
+    int red_blood_cells,
+    int pus_cell,
+    int pus_cell_clumps,
+    int bacteria,
+    double blood_glucose_random,
+    double blood_urea,
+    double serum_creatinine,
+    double sodium,
+    double potassium,
+    double haemoglobin,
+    double packed_cell_volume,
+    double white_blood_cell_count,
+    double red_blood_cell_count,
+    int hypertension,
+    int diabetes_mellitus,
+    int coronary_artery_disease,
+    int appetite,
+    int peda_edema,
+    int aanemia,
+  ) {
+    return {
+      "age": age,
+      "blood_pressure": blood_pressure,
+      "specific_gravity": specific_gravity,
+      "albumin": albumin,
+      "sugar": sugar,
+      "red_blood_cells": red_blood_cells,
+      "pus_cell": pus_cell,
+      "pus_cell_clumps": pus_cell_clumps,
+      "bacteria": bacteria,
+      "blood_glucose_random": blood_glucose_random,
+      "blood_urea": blood_urea,
+      "serum_creatinine": serum_creatinine,
+      "sodium": sodium,
+      "potassium": potassium,
+      "haemoglobin": haemoglobin,
+      "packed_cell_volume": packed_cell_volume,
+      "white_blood_cell_count": white_blood_cell_count,
+      "red_blood_cell_count": red_blood_cell_count,
+      "hypertension": hypertension,
+      "diabetes_mellitus": diabetes_mellitus,
+      "coronary_artery_disease": coronary_artery_disease,
+      "appetite": appetite,
+      "peda_edema": peda_edema,
+      "aanemia": aanemia
+    };
+  }
+
+  checkCkD(
+      int age,
+      double blood_pressure,
+      double specific_gravity,
+      double albumin,
+      double sugar,
+      int red_blood_cells,
+      int pus_cell,
+      int pus_cell_clumps,
+      int bacteria,
+      double blood_glucose_random,
+      double blood_urea,
+      double serum_creatinine,
+      double sodium,
+      double potassium,
+      double haemoglobin,
+      double packed_cell_volume,
+      double white_blood_cell_count,
+      double red_blood_cell_count,
+      int hypertension,
+      int diabetes_mellitus,
+      int coronary_artery_disease,
+      int appetite,
+      int peda_edema,
+      int aanemia) async {
+    try {
+      var ckdData = createCkdMap(
+          age,
+          blood_pressure,
+          specific_gravity,
+          albumin,
+          sugar,
+          red_blood_cells,
+          pus_cell,
+          pus_cell_clumps,
+          bacteria,
+          blood_glucose_random,
+          blood_urea,
+          serum_creatinine,
+          sodium,
+          potassium,
+          haemoglobin,
+          packed_cell_volume,
+          white_blood_cell_count,
+          red_blood_cell_count,
+          hypertension,
+          diabetes_mellitus,
+          coronary_artery_disease,
+          appetite,
+          peda_edema,
+          aanemia);
+
+      // Convert the Dart object to JSON
+      String ckdDataJson = json.encode(ckdData);
+
+      Response response = await dio.post('/predict_ckd/',
+          data: ckdDataJson,
+          options: Options(
+            contentType: Headers.jsonContentType, // Set content type to JSON
+          ));
+      // Response response = await dio.post('/actors/', data: formDataJson);
+      print(response.data);
+      return response.data;
+    } catch (e) {
+      print(e);
+      return null;
+    }
+  }
+}

IT20154530_Frontend/pubspec.lock

+# Generated by pub
+# See https://dart.dev/tools/pub/glossary#lockfile
+packages:
+  async:
+    dependency: transitive
+    description:
+      name: async
+      sha256: "947bfcf187f74dbc5e146c9eb9c0f10c9f8b30743e341481c1e2ed3ecc18c20c"
+      url: "https://pub.dev"
+    source: hosted
+    version: "2.11.0"
+  boolean_selector:
+    dependency: transitive
+    description:
+      name: boolean_selector
+      sha256: "6cfb5af12253eaf2b368f07bacc5a80d1301a071c73360d746b7f2e32d762c66"
+      url: "https://pub.dev"
+    source: hosted
+    version: "2.1.1"
+  characters:
+    dependency: transitive
+    description:
+      name: characters
+      sha256: "04a925763edad70e8443c99234dc3328f442e811f1d8fd1a72f1c8ad0f69a605"
+      url: "https://pub.dev"
+    source: hosted
+    version: "1.3.0"
+  clock:
+    dependency: transitive
+    description:
+      name: clock
+      sha256: cb6d7f03e1de671e34607e909a7213e31d7752be4fb66a86d29fe1eb14bfb5cf
+      url: "https://pub.dev"
+    source: hosted
+    version: "1.1.1"
+  collection:
+    dependency: transitive
+    description:
+      name: collection
+      sha256: f092b211a4319e98e5ff58223576de6c2803db36221657b46c82574721240687
+      url: "https://pub.dev"
+    source: hosted
+    version: "1.17.2"
+  cupertino_icons:
+    dependency: "direct main"
+    description:
+      name: cupertino_icons
+      sha256: d57953e10f9f8327ce64a508a355f0b1ec902193f66288e8cb5070e7c47eeb2d
+      url: "https://pub.dev"
+    source: hosted
+    version: "1.0.6"
+  dio:
+    dependency: "direct main"
+    description:
+      name: dio
+      sha256: "417e2a6f9d83ab396ec38ff4ea5da6c254da71e4db765ad737a42af6930140b7"
+      url: "https://pub.dev"
+    source: hosted
+    version: "5.3.3"
+  fake_async:
+    dependency: transitive
+    description:
+      name: fake_async
+      sha256: "511392330127add0b769b75a987850d136345d9227c6b94c96a04cf4a391bf78"
+      url: "https://pub.dev"
+    source: hosted
+    version: "1.3.1"
+  ffi:
+    dependency: transitive
+    description:
+      name: ffi
+      sha256: "7bf0adc28a23d395f19f3f1eb21dd7cfd1dd9f8e1c50051c069122e6853bc878"
+      url: "https://pub.dev"
+    source: hosted
+    version: "2.1.0"
+  file_picker:
+    dependency: "direct main"
+    description:
+      name: file_picker
+      sha256: be325344c1f3070354a1d84a231a1ba75ea85d413774ec4bdf444c023342e030
+      url: "https://pub.dev"
+    source: hosted
+    version: "5.5.0"
+  flutter:
+    dependency: "direct main"
+    description: flutter
+    source: sdk
+    version: "0.0.0"
+  flutter_lints:
+    dependency: "direct dev"
+    description:
+      name: flutter_lints
+      sha256: a25a15ebbdfc33ab1cd26c63a6ee519df92338a9c10f122adda92938253bef04
+      url: "https://pub.dev"
+    source: hosted
+    version: "2.0.3"
+  flutter_plugin_android_lifecycle:
+    dependency: transitive
+    description:
+      name: flutter_plugin_android_lifecycle
+      sha256: b068ffc46f82a55844acfa4fdbb61fad72fa2aef0905548419d97f0f95c456da
+      url: "https://pub.dev"
+    source: hosted
+    version: "2.0.17"
+  flutter_test:
+    dependency: "direct dev"
+    description: flutter
+    source: sdk
+    version: "0.0.0"
+  flutter_web_plugins:
+    dependency: transitive
+    description: flutter
+    source: sdk
+    version: "0.0.0"
+  go_router:
+    dependency: "direct main"
+    description:
+      name: go_router
+      sha256: a206cc4621a644531a2e05e7774616ab4d9d85eab1f3b0e255f3102937fccab1
+      url: "https://pub.dev"
+    source: hosted
+    version: "12.0.0"
+  http_parser:
+    dependency: transitive
+    description:
+      name: http_parser
+      sha256: "2aa08ce0341cc9b354a498388e30986515406668dbcc4f7c950c3e715496693b"
+      url: "https://pub.dev"
+    source: hosted
+    version: "4.0.2"
+  lints:
+    dependency: transitive
+    description:
+      name: lints
+      sha256: "0a217c6c989d21039f1498c3ed9f3ed71b354e69873f13a8dfc3c9fe76f1b452"
+      url: "https://pub.dev"
+    source: hosted
+    version: "2.1.1"
+  logging:
+    dependency: transitive
+    description:
+      name: logging
+      sha256: "623a88c9594aa774443aa3eb2d41807a48486b5613e67599fb4c41c0ad47c340"
+      url: "https://pub.dev"
+    source: hosted
+    version: "1.2.0"
+  matcher:
+    dependency: transitive
+    description:
+      name: matcher
+      sha256: "1803e76e6653768d64ed8ff2e1e67bea3ad4b923eb5c56a295c3e634bad5960e"
+      url: "https://pub.dev"
+    source: hosted
+    version: "0.12.16"
+  material_color_utilities:
+    dependency: transitive
+    description:
+      name: material_color_utilities
+      sha256: "9528f2f296073ff54cb9fee677df673ace1218163c3bc7628093e7eed5203d41"
+      url: "https://pub.dev"
+    source: hosted
+    version: "0.5.0"
+  meta:
+    dependency: transitive
+    description:
+      name: meta
+      sha256: "3c74dbf8763d36539f114c799d8a2d87343b5067e9d796ca22b5eb8437090ee3"
+      url: "https://pub.dev"
+    source: hosted
+    version: "1.9.1"
+  path:
+    dependency: transitive
+    description:
+      name: path
+      sha256: "8829d8a55c13fc0e37127c29fedf290c102f4e40ae94ada574091fe0ff96c917"
+      url: "https://pub.dev"
+    source: hosted
+    version: "1.8.3"
+  plugin_platform_interface:
+    dependency: transitive
+    description:
+      name: plugin_platform_interface
+      sha256: da3fdfeccc4d4ff2da8f8c556704c08f912542c5fb3cf2233ed75372384a034d
+      url: "https://pub.dev"
+    source: hosted
+    version: "2.1.6"
+  sky_engine:
+    dependency: transitive
+    description: flutter
+    source: sdk
+    version: "0.0.99"
+  source_span:
+    dependency: transitive
+    description:
+      name: source_span
+      sha256: "53e943d4206a5e30df338fd4c6e7a077e02254531b138a15aec3bd143c1a8b3c"
+      url: "https://pub.dev"
+    source: hosted
+    version: "1.10.0"
+  stack_trace:
+    dependency: transitive
+    description:
+      name: stack_trace
+      sha256: c3c7d8edb15bee7f0f74debd4b9c5f3c2ea86766fe4178eb2a18eb30a0bdaed5
+      url: "https://pub.dev"
+    source: hosted
+    version: "1.11.0"
+  stream_channel:
+    dependency: transitive
+    description:
+      name: stream_channel
+      sha256: "83615bee9045c1d322bbbd1ba209b7a749c2cbcdcb3fdd1df8eb488b3279c1c8"
+      url: "https://pub.dev"
+    source: hosted
+    version: "2.1.1"
+  string_scanner:
+    dependency: transitive
+    description:
+      name: string_scanner
+      sha256: "556692adab6cfa87322a115640c11f13cb77b3f076ddcc5d6ae3c20242bedcde"
+      url: "https://pub.dev"
+    source: hosted
+    version: "1.2.0"
+  term_glyph:
+    dependency: transitive
+    description:
+      name: term_glyph
+      sha256: a29248a84fbb7c79282b40b8c72a1209db169a2e0542bce341da992fe1bc7e84
+      url: "https://pub.dev"
+    source: hosted
+    version: "1.2.1"
+  test_api:
+    dependency: transitive
+    description:
+      name: test_api
+      sha256: "75760ffd7786fffdfb9597c35c5b27eaeec82be8edfb6d71d32651128ed7aab8"
+      url: "https://pub.dev"
+    source: hosted
+    version: "0.6.0"
+  typed_data:
+    dependency: transitive
+    description:
+      name: typed_data
+      sha256: facc8d6582f16042dd49f2463ff1bd6e2c9ef9f3d5da3d9b087e244a7b564b3c
+      url: "https://pub.dev"
+    source: hosted
+    version: "1.3.2"
+  vector_math:
+    dependency: transitive
+    description:
+      name: vector_math
+      sha256: "80b3257d1492ce4d091729e3a67a60407d227c27241d6927be0130c98e741803"
+      url: "https://pub.dev"
+    source: hosted
+    version: "2.1.4"
+  web:
+    dependency: transitive
+    description:
+      name: web
+      sha256: dc8ccd225a2005c1be616fe02951e2e342092edf968cf0844220383757ef8f10
+      url: "https://pub.dev"
+    source: hosted
+    version: "0.1.4-beta"
+  win32:
+    dependency: transitive
+    description:
+      name: win32
+      sha256: "350a11abd2d1d97e0cc7a28a81b781c08002aa2864d9e3f192ca0ffa18b06ed3"
+      url: "https://pub.dev"
+    source: hosted
+    version: "5.0.9"
+sdks:
+  dart: ">=3.1.1 <4.0.0"
+  flutter: ">=3.7.0"

IT20154530_Frontend/pubspec.yaml

+name: ckd
+description: A new Flutter project.
+# The following line prevents the package from being accidentally published to
+# pub.dev using `flutter pub publish`. This is preferred for private packages.
+publish_to: 'none' # Remove this line if you wish to publish to pub.dev
+
+# The following defines the version and build number for your application.
+# A version number is three numbers separated by dots, like 1.2.43
+# followed by an optional build number separated by a +.
+# Both the version and the builder number may be overridden in flutter
+# build by specifying --build-name and --build-number, respectively.
+# In Android, build-name is used as versionName while build-number used as versionCode.
+# Read more about Android versioning at https://developer.android.com/studio/publish/versioning
+# In iOS, build-name is used as CFBundleShortVersionString while build-number is used as CFBundleVersion.
+# Read more about iOS versioning at
+# https://developer.apple.com/library/archive/documentation/General/Reference/InfoPlistKeyReference/Articles/CoreFoundationKeys.html
+# In Windows, build-name is used as the major, minor, and patch parts
+# of the product and file versions while build-number is used as the build suffix.
+version: 1.0.0+1
+
+environment:
+  sdk: '>=3.1.1 <4.0.0'
+
+# Dependencies specify other packages that your package needs in order to work.
+# To automatically upgrade your package dependencies to the latest versions
+# consider running `flutter pub upgrade --major-versions`. Alternatively,
+# dependencies can be manually updated by changing the version numbers below to
+# the latest version available on pub.dev. To see which dependencies have newer
+# versions available, run `flutter pub outdated`.
+dependencies:
+  flutter:
+    sdk: flutter
+
+
+  # The following adds the Cupertino Icons font to your application.
+  # Use with the CupertinoIcons class for iOS style icons.
+  cupertino_icons: ^1.0.2
+  go_router: ^12.0.0
+  dio: ^5.3.2
+  file_picker: ^5.5.0
+
+dev_dependencies:
+  flutter_test:
+    sdk: flutter
+
+  # The "flutter_lints" package below contains a set of recommended lints to
+  # encourage good coding practices. The lint set provided by the package is
+  # activated in the `analysis_options.yaml` file located at the root of your
+  # package. See that file for information about deactivating specific lint
+  # rules and activating additional ones.
+  flutter_lints: ^2.0.0
+
+# For information on the generic Dart part of this file, see the
+# following page: https://dart.dev/tools/pub/pubspec
+
+# The following section is specific to Flutter packages.
+flutter:
+
+  # The following line ensures that the Material Icons font is
+  # included with your application, so that you can use the icons in
+  # the material Icons class.
+  uses-material-design: true
+
+  # To add assets to your application, add an assets section, like this:
+  # assets:
+  #   - images/a_dot_burr.jpeg
+  #   - images/a_dot_ham.jpeg
+
+  # An image asset can refer to one or more resolution-specific "variants", see
+  # https://flutter.dev/assets-and-images/#resolution-aware
+
+  # For details regarding adding assets from package dependencies, see
+  # https://flutter.dev/assets-and-images/#from-packages
+
+  # To add custom fonts to your application, add a fonts section here,
+  # in this "flutter" section. Each entry in this list should have a
+  # "family" key with the font family name, and a "fonts" key with a
+  # list giving the asset and other descriptors for the font. For
+  # example:
+  # fonts:
+  #   - family: Schyler
+  #     fonts:
+  #       - asset: fonts/Schyler-Regular.ttf
+  #       - asset: fonts/Schyler-Italic.ttf
+  #         style: italic
+  #   - family: Trajan Pro
+  #     fonts:
+  #       - asset: fonts/TrajanPro.ttf
+  #       - asset: fonts/TrajanPro_Bold.ttf
+  #         weight: 700
+  #
+  # For details regarding fonts from package dependencies,
+  # see https://flutter.dev/custom-fonts/#from-packages

IT20154530_Frontend/test/widget_test.dart

+// This is a basic Flutter widget test.
+//
+// To perform an interaction with a widget in your test, use the WidgetTester
+// utility in the flutter_test package. For example, you can send tap and scroll
+// gestures. You can also use WidgetTester to find child widgets in the widget
+// tree, read text, and verify that the values of widget properties are correct.
+
+import 'package:flutter/material.dart';
+import 'package:flutter_test/flutter_test.dart';
+
+import 'package:ckd/main.dart';
+
+void main() {
+  testWidgets('Counter increments smoke test', (WidgetTester tester) async {
+    // Build our app and trigger a frame.
+    await tester.pumpWidget(const MyApp());
+
+    // Verify that our counter starts at 0.
+    expect(find.text('0'), findsOneWidget);
+    expect(find.text('1'), findsNothing);
+
+    // Tap the '+' icon and trigger a frame.
+    await tester.tap(find.byIcon(Icons.add));
+    await tester.pump();
+
+    // Verify that our counter has incremented.
+    expect(find.text('0'), findsNothing);
+    expect(find.text('1'), findsOneWidget);
+  });
+}

IT20154530_Frontend/web/index.html

+<!DOCTYPE html>
+<html>
+<head>
+  <!--
+    If you are serving your web app in a path other than the root, change the
+    href value below to reflect the base path you are serving from.
+
+    The path provided below has to start and end with a slash "/" in order for
+    it to work correctly.
+
+    For more details:
+    * https://developer.mozilla.org/en-US/docs/Web/HTML/Element/base
+
+    This is a placeholder for base href that will be replaced by the value of
+    the `--base-href` argument provided to `flutter build`.
+  -->
+  <base href="$FLUTTER_BASE_HREF">
+
+  <meta charset="UTF-8">
+  <meta content="IE=Edge" http-equiv="X-UA-Compatible">
+  <meta name="description" content="A new Flutter project.">
+
+  <!-- iOS meta tags & icons -->
+  <meta name="apple-mobile-web-app-capable" content="yes">
+  <meta name="apple-mobile-web-app-status-bar-style" content="black">
+  <meta name="apple-mobile-web-app-title" content="ckd">
+  <link rel="apple-touch-icon" href="icons/Icon-192.png">
+
+  <!-- Favicon -->
+  <link rel="icon" type="image/png" href="favicon.png"/>
+
+  <title>ckd</title>
+  <link rel="manifest" href="manifest.json">
+
+  <script>
+    // The value below is injected by flutter build, do not touch.
+    const serviceWorkerVersion = null;
+  </script>
+  <!-- This script adds the flutter initialization JS code -->
+  <script src="flutter.js" defer></script>
+</head>
+<body>
+  <script>
+    window.addEventListener('load', function(ev) {
+      // Download main.dart.js
+      _flutter.loader.loadEntrypoint({
+        serviceWorker: {
+          serviceWorkerVersion: serviceWorkerVersion,
+        },
+        onEntrypointLoaded: function(engineInitializer) {
+          engineInitializer.initializeEngine().then(function(appRunner) {
+            appRunner.runApp();
+          });
+        }
+      });
+    });
+  </script>
+</body>
+</html>

IT20154530_Frontend/web/manifest.json

+{
+    "name": "ckd",
+    "short_name": "ckd",
+    "start_url": ".",
+    "display": "standalone",
+    "background_color": "#0175C2",
+    "theme_color": "#0175C2",
+    "description": "A new Flutter project.",
+    "orientation": "portrait-primary",
+    "prefer_related_applications": false,
+    "icons": [
+        {
+            "src": "icons/Icon-192.png",
+            "sizes": "192x192",
+            "type": "image/png"
+        },
+        {
+            "src": "icons/Icon-512.png",
+            "sizes": "512x512",
+            "type": "image/png"
+        },
+        {
+            "src": "icons/Icon-maskable-192.png",
+            "sizes": "192x192",
+            "type": "image/png",
+            "purpose": "maskable"
+        },
+        {
+            "src": "icons/Icon-maskable-512.png",
+            "sizes": "512x512",
+            "type": "image/png",
+            "purpose": "maskable"
+        }
+    ]
+}