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-rw-r--r--backend/api/api/Controllers/AuthController.cs2
-rw-r--r--backend/api/api/Controllers/DatasetController.cs50
-rw-r--r--backend/api/api/Controllers/FileController.cs (renamed from backend/api/api/Controllers/FileUploadController.cs)44
-rw-r--r--backend/api/api/Controllers/ModelController.cs97
-rw-r--r--backend/api/api/Controllers/UserController.cs3
-rw-r--r--backend/api/api/Data/UserStoreDatabaseSettings.cs2
-rw-r--r--backend/api/api/Interfaces/IUserStoreDatabaseSettings.cs2
-rw-r--r--backend/api/api/Models/Dataset.cs45
-rw-r--r--backend/api/api/Models/FileModel.cs14
-rw-r--r--backend/api/api/Models/JwtToken.cs2
-rw-r--r--backend/api/api/Models/Model.cs45
-rw-r--r--backend/api/api/Program.cs4
-rw-r--r--backend/api/api/Services/DatasetService.cs18
-rw-r--r--backend/api/api/Services/FileService.cs34
-rw-r--r--backend/api/api/Services/IDatasetService.cs8
-rw-r--r--backend/api/api/Services/IFileService.cs10
-rw-r--r--backend/api/api/Services/IMlConnectionService.cs8
-rw-r--r--backend/api/api/Services/IModelService.cs15
-rw-r--r--backend/api/api/Services/MlConnectionService.cs17
-rw-r--r--backend/api/api/Services/ModelService.cs47
-rw-r--r--backend/api/api/api.csproj2
-rw-r--r--backend/api/api/appsettings.json19
-rw-r--r--frontend/src/app/_data/Model.ts4
-rw-r--r--frontend/src/app/_elements/dataset-load/dataset-load.component.css6
-rw-r--r--frontend/src/app/_elements/dataset-load/dataset-load.component.html39
-rw-r--r--frontend/src/app/_elements/dataset-load/dataset-load.component.ts13
-rw-r--r--frontend/src/app/_modals/login-modal/login-modal.component.ts17
-rw-r--r--frontend/src/app/_pages/add-model/add-model.component.css14
-rw-r--r--frontend/src/app/_pages/add-model/add-model.component.html365
-rw-r--r--frontend/src/app/_pages/add-model/add-model.component.ts61
-rw-r--r--frontend/src/app/_pages/home/home.component.html2
-rw-r--r--frontend/src/app/_services/auth-guard.service.ts2
-rw-r--r--frontend/src/app/_services/models.service.spec.ts16
-rw-r--r--frontend/src/app/_services/models.service.ts22
-rw-r--r--frontend/src/app/app.component.html2
-rw-r--r--frontend/src/assets/images/add_model_background.jpgbin0 -> 56906 bytes
-rw-r--r--frontend/src/assets/images/logo_crop.pngbin11447 -> 0 bytes
-rw-r--r--frontend/src/assets/images/logo_dark_crop.pngbin10987 -> 0 bytes
-rw-r--r--frontend/src/styles.css8
39 files changed, 751 insertions, 308 deletions
diff --git a/backend/api/api/Controllers/AuthController.cs b/backend/api/api/Controllers/AuthController.cs
index 6dfe483a..7167d1bf 100644
--- a/backend/api/api/Controllers/AuthController.cs
+++ b/backend/api/api/Controllers/AuthController.cs
@@ -49,8 +49,6 @@ namespace api.Controllers
return Ok(newToken);
-
-
}
diff --git a/backend/api/api/Controllers/DatasetController.cs b/backend/api/api/Controllers/DatasetController.cs
index fcebc4b0..3d008744 100644
--- a/backend/api/api/Controllers/DatasetController.cs
+++ b/backend/api/api/Controllers/DatasetController.cs
@@ -18,32 +18,32 @@ namespace api.Controllers
}
- // GET: api/<DatasetController>/{id}/datasets
- [HttpGet("{id}/datasets")]
- public ActionResult<List<Dataset>> Get(string id)
+ // GET: api/<DatasetController>/{username}/datasets
+ [HttpGet("{username}/datasets")]
+ public ActionResult<List<Dataset>> Get(string username)
{
- return _datasetService.GetAllDatesets(id);
+ return _datasetService.GetAllDatesets(username);
}
- // GET api/<DatasetController>/{id}/{name}
- [HttpGet("{id}/{name}")]
- public ActionResult<Dataset> Get(string id, string name)
+ // GET api/<DatasetController>/{username}/{name}
+ [HttpGet("{username}/{name}")]
+ public ActionResult<Dataset> Get(string username, string name)
{
- var dataset = _datasetService.GetOneDataset(id, name);
+ var dataset = _datasetService.GetOneDataset(username, name);
if (dataset == null)
- return NotFound($"Dataset with name = {name} or user with id = {id} not found");
+ return NotFound($"Dataset with name = {name} or user with username = {username} not found");
return dataset;
}
- // POST api/<DatasetController>/post
- [HttpPost("post")]
+ // POST api/<DatasetController>/add
+ [HttpPost("add")]
public ActionResult<Dataset> Post([FromBody] Dataset dataset)
{
- var existingUser = _datasetService.GetOneDataset(dataset.uploaderId,dataset.name);
+ var existingDataset = _datasetService.GetOneDataset(dataset.username, dataset.name);
- if (existingUser != null)
+ if (existingDataset != null)
return NotFound($"Dateset with name = {dataset.name} exisits");
else
{
@@ -53,30 +53,30 @@ namespace api.Controllers
}
}
- // PUT api/<DatasetController>/{id}/{name}
- [HttpPut("{id}/{name}")]
- public ActionResult Put(string id, string name, [FromBody] Dataset dataset)
+ // PUT api/<DatasetController>/{username}/{name}
+ [HttpPut("{username}/{name}")]
+ public ActionResult Put(string username, string name, [FromBody] Dataset dataset)
{
- var existingDataset = _datasetService.GetOneDataset(id, name);
+ var existingDataset = _datasetService.GetOneDataset(username, name);
//ne mora da se proverava
if (existingDataset == null)
- return NotFound($"Dataset with name = {name} or user with id = {id} not found");
+ return NotFound($"Dataset with name = {name} or user with username = {username} not found");
- _datasetService.Update(id, name, dataset);
+ _datasetService.Update(username, name, dataset);
return NoContent();
}
- // DELETE api/<DatasetController>/5
- [HttpDelete("{id}")]
- public ActionResult Delete(string id, string name)
+ // DELETE api/<DatasetController>/username/name
+ [HttpDelete("{username}/{name}")]
+ public ActionResult Delete(string username, string name)
{
- var dataset = _datasetService.GetOneDataset(id, name);
+ var dataset = _datasetService.GetOneDataset(username, name);
if (dataset == null)
- return NotFound($"Dataset with name = {name} or user with id = {id} not found");
+ return NotFound($"Dataset with name = {name} or user with username = {username} not found");
- _datasetService.Delete(dataset.uploaderId,dataset.name);
+ _datasetService.Delete(dataset.username, dataset.name);
return Ok($"Dataset with name = {name} deleted");
diff --git a/backend/api/api/Controllers/FileUploadController.cs b/backend/api/api/Controllers/FileController.cs
index 68ab814d..3bfdad93 100644
--- a/backend/api/api/Controllers/FileUploadController.cs
+++ b/backend/api/api/Controllers/FileController.cs
@@ -1,5 +1,6 @@
using System.Net.Http.Headers;
using api.Models;
+using api.Services;
using Microsoft.AspNetCore.Authorization;
using Microsoft.AspNetCore.Mvc;
using Microsoft.Net.Http.Headers;
@@ -7,15 +8,17 @@ namespace api.Controllers
{
[Route("api/[controller]")]
[ApiController]
- public class FileUploadController : ControllerBase
+ public class FileController : ControllerBase
{
private string[] permittedExtensions = { ".csv" };
private readonly IConfiguration _configuration;
private JwtToken _token;
- public FileUploadController(IConfiguration configuration)
+ private IFileService _fileservice;
+ public FileController(IConfiguration configuration,IFileService fileService)
{
_configuration = configuration;
_token = new JwtToken(configuration);
+ _fileservice = fileService;
}
@@ -68,9 +71,42 @@ namespace api.Controllers
{
await file.CopyToAsync(stream);
}
+ FileModel fileModel= new FileModel();
+ fileModel.path=fullPath;
+ fileModel.username=username;
+ fileModel=_fileservice.Create(fileModel);
- return Ok(fullPath);
+ return Ok(fileModel);
}
+
+ [HttpGet("Download")]
+ [Authorize(Roles = "User")]
+ public async Task<ActionResult> DownloadFile(string id)
+ {
+ //Get Username
+ string username;
+ var header = Request.Headers[HeaderNames.Authorization];
+ if (AuthenticationHeaderValue.TryParse(header, out var headerValue))
+ {
+
+ var scheme = headerValue.Scheme;
+ var parameter = headerValue.Parameter;
+ username = _token.TokenToUsername(parameter);
+ if (username == null)
+ return null;
+ }
+ else
+ return BadRequest();
+
+ string filePath = _fileservice.GetFilePath(id, username);
+ if (filePath == null)
+ return BadRequest();
+
+ return File(System.IO.File.ReadAllBytes(filePath),"application/octet-stream", Path.GetFileName(filePath));
+
+ }
+
+
+
}
}
-
diff --git a/backend/api/api/Controllers/ModelController.cs b/backend/api/api/Controllers/ModelController.cs
new file mode 100644
index 00000000..deb622b8
--- /dev/null
+++ b/backend/api/api/Controllers/ModelController.cs
@@ -0,0 +1,97 @@
+using api.Models;
+using api.Services;
+using Microsoft.AspNetCore.Authorization;
+using Microsoft.AspNetCore.Http;
+using Microsoft.AspNetCore.Mvc;
+
+namespace api.Controllers
+{
+ [Route("api/[controller]")]
+ [ApiController]
+ public class ModelController : ControllerBase
+ {
+
+ private IMlConnectionService _mlService;
+ private readonly IModelService _modelService;
+
+
+ public ModelController(IMlConnectionService mlService, IModelService modelService)
+ {
+ _mlService = mlService;
+ _modelService = modelService;
+ }
+
+ [HttpPost("sendModel")]
+ [Authorize(Roles = "User")]
+ public async Task<ActionResult<string>> Test([FromBody] object model)
+ {
+ var result = await _mlService.SendModelAsync(model);
+ return Ok(result);
+ }
+
+ // GET: api/<ModelController>/{username}/models
+ [HttpGet("{username}/models")]
+ public ActionResult<List<Model>> Get(string username)
+ {
+ return _modelService.GetAllModels(username);
+ }
+
+ //id korisnika, name modela
+ // GET api/<ModelController>/{username}/{name}
+ [HttpGet("{username}/{name}")]
+ public ActionResult<Model> Get(string username, string name)
+ {
+ var model = _modelService.GetOneModel(username, name);
+
+ if (model == null)
+ return NotFound($"Model with name = {name} or user with username = {username} not found");
+
+ return model;
+ }
+
+ // POST api/<ModelController>/add
+ [HttpPost("add")]
+ public ActionResult<Model> Post([FromBody] Model model)
+ {
+ var existingModel = _modelService.GetOneModel(model.username, model.name);
+
+ if (existingModel != null)
+ return NotFound($"Model with name = {model.name} exisits");
+ else
+ {
+ _modelService.Create(model);
+
+ return CreatedAtAction(nameof(Get), new { id = model._id }, model);
+ }
+ }
+
+ // PUT api/<ModelController>/{username}/{name}
+ [HttpPut("{username}/{name}")]
+ public ActionResult Put(string username, string name, [FromBody] Model model)
+ {
+ var existingModel = _modelService.GetOneModel(username, name);
+
+ if (existingModel == null)
+ return NotFound($"Model with name = {name} or user with username = {username} not found");
+
+ _modelService.Update(username, name, model);
+ return NoContent();
+ }
+
+ // DELETE api/<ModelController>/username
+ [HttpDelete("{username}/{name}")]
+ public ActionResult Delete(string username, string name)
+ {
+ var model = _modelService.GetOneModel(username, name);
+
+ if (model == null)
+ return NotFound($"Model with name = {name} or user with username = {username} not found");
+
+ _modelService.Delete(model.username, model.name);
+
+ return Ok($"Model with name = {name} deleted");
+
+ }
+
+ }
+}
diff --git a/backend/api/api/Controllers/UserController.cs b/backend/api/api/Controllers/UserController.cs
index d41a42e3..58121656 100644
--- a/backend/api/api/Controllers/UserController.cs
+++ b/backend/api/api/Controllers/UserController.cs
@@ -1,5 +1,6 @@
using api.Models;
using api.Services;
+using Microsoft.AspNetCore.Authorization;
using Microsoft.AspNetCore.Mvc;
using System.Diagnostics;
@@ -72,6 +73,7 @@ namespace api.Controllers
// PUT api/<UserController>/5
[HttpPut("{id}")]
+ [Authorize(Roles = "User")]
public ActionResult Put(string id, [FromBody] User user)
{
var existingUser = userService.Get(id);
@@ -86,6 +88,7 @@ namespace api.Controllers
// DELETE api/<UserController>/5
[HttpDelete("{id}")]
+ [Authorize(Roles = "User")]
public ActionResult Delete(string id)
{
var user = userService.Get(id);
diff --git a/backend/api/api/Data/UserStoreDatabaseSettings.cs b/backend/api/api/Data/UserStoreDatabaseSettings.cs
index 0d923fc7..6416ab05 100644
--- a/backend/api/api/Data/UserStoreDatabaseSettings.cs
+++ b/backend/api/api/Data/UserStoreDatabaseSettings.cs
@@ -10,5 +10,7 @@ namespace api.Data
public string DatabaseName { get; set; } = String.Empty;
public string CollectionName { get; set; } = String.Empty;
public string DatasetCollectionName { get; set; } = String.Empty;
+ public string ModelCollectionName { get; set; } = String.Empty;
+ public string FilesCollectionName { get; set; } = String.Empty;
}
}
diff --git a/backend/api/api/Interfaces/IUserStoreDatabaseSettings.cs b/backend/api/api/Interfaces/IUserStoreDatabaseSettings.cs
index 8d2a175f..82312649 100644
--- a/backend/api/api/Interfaces/IUserStoreDatabaseSettings.cs
+++ b/backend/api/api/Interfaces/IUserStoreDatabaseSettings.cs
@@ -6,5 +6,7 @@
string DatabaseName { get; set; }
string CollectionName { get; set; }
string DatasetCollectionName { get; set; }
+ string ModelCollectionName { get; }
+ string FilesCollectionName { get; set; }
}
}
diff --git a/backend/api/api/Models/Dataset.cs b/backend/api/api/Models/Dataset.cs
index 0dc87f40..6cb0b1e9 100644
--- a/backend/api/api/Models/Dataset.cs
+++ b/backend/api/api/Models/Dataset.cs
@@ -1,46 +1,25 @@
-using MongoDB.Bson;
+using System;
+using MongoDB.Bson;
using MongoDB.Bson.Serialization.Attributes;
namespace api.Models
{
- public class Dataset
- {
- internal string uploaderId;
+ public class Dataset
+ {
+ public string username;
[BsonId]
[BsonRepresentation(BsonType.ObjectId)]//mongo data type to .net
public string _id { get; set; }
- [BsonElement("uploaderId")]
- public string UploaderId { get; set; }
- [BsonElement("name")]
public string name { get; set; }
-
public string description { get; set; }
- //datetime
- public string dateCreated { get; set; }
-
- public int[] inputColumns { get; set; }
- public int columnToPredict { get; set; }
- public bool randomTestSet { get; set; }
- public int randomTestSetDistribution { get; set; }
-
-
- public string type { get; set; }
- public string encoding { get; set; }
- public string optimizer { get; set; }
- public string lossFunction { get; set; }
- public int inputNeurons { get; set; }
- public int hiddenLayerNeurons { get; set; }
- public int hiddenLayers { get; set; }
- public int batchSize { get; set; }
- public string inputLayerActivationFunction { get; set; }
- public string hiddenLayerActivationFunction { get; set; }
- public string outputLayerActivationFunction { get; set; }
-
-
- [BsonElement("extension")]
+ public string[] header { get; set; }
+ public int fileId { get; set; }
public string extension { get; set; }
-
-
+ public bool isPublic { get; set; }
+ public bool accessibleByLink { get; set; }
+ public string dateCreated { get; set; }
+ public string lastUpdated { get; set; }
}
}
+
diff --git a/backend/api/api/Models/FileModel.cs b/backend/api/api/Models/FileModel.cs
new file mode 100644
index 00000000..9e7c8b5d
--- /dev/null
+++ b/backend/api/api/Models/FileModel.cs
@@ -0,0 +1,14 @@
+using MongoDB.Bson;
+using MongoDB.Bson.Serialization.Attributes;
+
+namespace api.Models
+{
+ public class FileModel
+ {
+ [BsonId]
+ [BsonRepresentation(BsonType.ObjectId)]
+ public string _id { get; set; }
+ public string username { get; set; }
+ public string path { get; set; }
+ }
+}
diff --git a/backend/api/api/Models/JwtToken.cs b/backend/api/api/Models/JwtToken.cs
index 7cbd6f54..a98d1967 100644
--- a/backend/api/api/Models/JwtToken.cs
+++ b/backend/api/api/Models/JwtToken.cs
@@ -23,7 +23,7 @@ namespace api.Models
{
Subject = new ClaimsIdentity(new[] { new Claim("name", user.UserName),
new Claim("role", "User")}),
- Expires = DateTime.UtcNow.AddDays(1),
+ Expires = DateTime.UtcNow.AddMinutes(20),
SigningCredentials = new SigningCredentials(new SymmetricSecurityKey(key), SecurityAlgorithms.HmacSha256Signature)
};
var token = tokenHandler.CreateToken(tokenDescriptor);
diff --git a/backend/api/api/Models/Model.cs b/backend/api/api/Models/Model.cs
new file mode 100644
index 00000000..7b22ded8
--- /dev/null
+++ b/backend/api/api/Models/Model.cs
@@ -0,0 +1,45 @@
+using MongoDB.Bson;
+using MongoDB.Bson.Serialization.Attributes;
+
+namespace api.Models
+{
+ public class Model
+ {
+
+ [BsonId]
+ [BsonRepresentation(BsonType.ObjectId)]//mongo data type to .net
+ public string _id { get; set; }
+ public string username { get; set; }
+
+
+ public string name { get; set; }
+ public string description { get; set; }
+ //datetime
+ public string dateCreated { get; set; }
+ public string lastUpdated { get; set; }
+ //proveriti id
+ public string datasetId { get; set; }
+
+ //Test set settings
+ public int[] inputColumns { get; set; }
+ public int columnToPredict { get; set; }
+ public bool radnomOrder {get;set;}
+ public bool randomTestSet { get; set; }
+ public int randomTestSetDistribution { get; set; }
+
+ //Neural net training
+ public string type { get; set; }
+ public string encoding { get; set; }
+ public string optimizer { get; set; }
+ public string lossFunction { get; set; }
+ public int inputNeurons { get; set; }
+ public int hiddenLayerNeurons { get; set; }
+ public int hiddenLayers { get; set; }
+ public int batchSize { get; set; }
+ public string inputLayerActivationFunction { get; set; }
+ public string hiddenLayerActivationFunction { get; set; }
+ public string outputLayerActivationFunction { get; set; }
+
+
+ }
+}
diff --git a/backend/api/api/Program.cs b/backend/api/api/Program.cs
index 2c569daf..f3287b4c 100644
--- a/backend/api/api/Program.cs
+++ b/backend/api/api/Program.cs
@@ -28,6 +28,10 @@ builder.Services.AddSingleton<IMongoClient>(s =>
builder.Services.AddScoped<IDatasetService, DatasetService>();
builder.Services.AddScoped<IUserService, UserService>();
builder.Services.AddScoped<IAuthService, AuthService>();
+builder.Services.AddScoped<IMlConnectionService, MlConnectionService>();
+builder.Services.AddScoped<IModelService, ModelService>();
+builder.Services.AddScoped<IFileService, FileService>();
+
//Add Authentication
builder.Services.AddAuthentication(
diff --git a/backend/api/api/Services/DatasetService.cs b/backend/api/api/Services/DatasetService.cs
index 1b6d22be..80c31758 100644
--- a/backend/api/api/Services/DatasetService.cs
+++ b/backend/api/api/Services/DatasetService.cs
@@ -21,23 +21,25 @@ namespace api.Services
}
//brisanje odredjenog name-a
- public void Delete(string uploaderId, string name)
+ public void Delete(string username, string name)
{
- _dataset.DeleteOne(dataset => (dataset.UploaderId == uploaderId && dataset.name == name));
+ _dataset.DeleteOne(dataset => (dataset.username == username && dataset.name == name));
}
- public List<Dataset> GetAllDatesets(string uploaderId)
+
+ public List<Dataset> GetAllDatesets(string username)
{
- return _dataset.Find(dataset => dataset.uploaderId == uploaderId).ToList();
+ return _dataset.Find(dataset => dataset.username == username).ToList();
}
- public Dataset GetOneDataset(string uploaderId, string name)
+
+ public Dataset GetOneDataset(string username, string name)
{
- return _dataset.Find(dataset => dataset.UploaderId == uploaderId && dataset.name == name).FirstOrDefault();
+ return _dataset.Find(dataset => dataset.username == username && dataset.name == name).FirstOrDefault();
}
//ako je potrebno da se zameni name ili ekstenzija
- public void Update(string uploaderId, string name, Dataset dataset)
+ public void Update(string username, string name, Dataset dataset)
{
- _dataset.ReplaceOne(dataset => dataset.UploaderId == uploaderId && dataset.name == name, dataset);
+ _dataset.ReplaceOne(dataset => dataset.username == username && dataset.name == name, dataset);
}
}
}
diff --git a/backend/api/api/Services/FileService.cs b/backend/api/api/Services/FileService.cs
new file mode 100644
index 00000000..e68a0fe3
--- /dev/null
+++ b/backend/api/api/Services/FileService.cs
@@ -0,0 +1,34 @@
+using api.Interfaces;
+using api.Models;
+using MongoDB.Driver;
+
+namespace api.Services
+{
+ public class FileService : IFileService
+ {
+
+ private readonly IMongoCollection<FileModel> _file;
+
+ public FileService(IUserStoreDatabaseSettings settings, IMongoClient mongoClient)
+ {
+ var database = mongoClient.GetDatabase(settings.DatabaseName);
+ _file = database.GetCollection<FileModel>(settings.FilesCollectionName);
+ }
+
+ public FileModel Create(FileModel file)
+ {
+ if (file == null)
+ return null;
+ _file.InsertOne(file);
+ return file;
+
+ }
+ public string GetFilePath(string id, string username)
+ {
+ FileModel file = _file.Find(x => x._id == id && x.username == username).FirstOrDefault();
+ if (file == null)
+ return null;
+ return file.path;
+ }
+ }
+}
diff --git a/backend/api/api/Services/IDatasetService.cs b/backend/api/api/Services/IDatasetService.cs
index 9cf8c3cb..49013e29 100644
--- a/backend/api/api/Services/IDatasetService.cs
+++ b/backend/api/api/Services/IDatasetService.cs
@@ -5,10 +5,10 @@ namespace api.Services
{
public interface IDatasetService
{
- Dataset GetOneDataset(string uploaderId, string name);
- List<Dataset> GetAllDatesets(string uploaderId);
+ Dataset GetOneDataset(string username, string name);
+ List<Dataset> GetAllDatesets(string username);
Dataset Create(Dataset dataset);
- void Update(string uploaderId, string name, Dataset dataset);
- void Delete(string uploaderId, string name);
+ void Update(string username, string name, Dataset dataset);
+ void Delete(string username, string name);
}
}
diff --git a/backend/api/api/Services/IFileService.cs b/backend/api/api/Services/IFileService.cs
new file mode 100644
index 00000000..7446e283
--- /dev/null
+++ b/backend/api/api/Services/IFileService.cs
@@ -0,0 +1,10 @@
+using api.Models;
+
+namespace api.Services
+{
+ public interface IFileService
+ {
+ FileModel Create(FileModel file);
+ string GetFilePath(string id, string username);
+ }
+} \ No newline at end of file
diff --git a/backend/api/api/Services/IMlConnectionService.cs b/backend/api/api/Services/IMlConnectionService.cs
new file mode 100644
index 00000000..f38fb50a
--- /dev/null
+++ b/backend/api/api/Services/IMlConnectionService.cs
@@ -0,0 +1,8 @@
+
+namespace api.Services
+{
+ public interface IMlConnectionService
+ {
+ Task<string> SendModelAsync(object model);
+ }
+} \ No newline at end of file
diff --git a/backend/api/api/Services/IModelService.cs b/backend/api/api/Services/IModelService.cs
new file mode 100644
index 00000000..149afd4a
--- /dev/null
+++ b/backend/api/api/Services/IModelService.cs
@@ -0,0 +1,15 @@
+using System;
+using api.Models;
+
+namespace api.Services
+{
+ public interface IModelService
+ {
+ Model GetOneModel(string username, string name);
+ List<Model> GetAllModels(string username);
+ Model Create(Model model);
+ void Update(string username, string name, Model model);
+ void Delete(string username, string name);
+ }
+}
+
diff --git a/backend/api/api/Services/MlConnectionService.cs b/backend/api/api/Services/MlConnectionService.cs
new file mode 100644
index 00000000..7adade0c
--- /dev/null
+++ b/backend/api/api/Services/MlConnectionService.cs
@@ -0,0 +1,17 @@
+using RestSharp;
+
+namespace api.Services
+{
+ public class MlConnectionService : IMlConnectionService
+ {
+ public async Task<string> SendModelAsync(object model)
+ {
+ RestClient client = new RestClient("http://localhost:5000");
+ var request = new RestRequest("data", Method.Post);
+ request.AddJsonBody(model);
+ var result = await client.ExecuteAsync(request);
+ return result.Content;//Response od ML microservisa
+
+ }
+ }
+}
diff --git a/backend/api/api/Services/ModelService.cs b/backend/api/api/Services/ModelService.cs
new file mode 100644
index 00000000..33dea30e
--- /dev/null
+++ b/backend/api/api/Services/ModelService.cs
@@ -0,0 +1,47 @@
+using System;
+using api.Interfaces;
+using api.Models;
+using MongoDB.Driver;
+
+namespace api.Services
+{
+ public class ModelService : IModelService
+ {
+
+ private readonly IMongoCollection<Model> _model;
+
+ public ModelService(IUserStoreDatabaseSettings settings, IMongoClient mongoClient)
+ {
+ var database = mongoClient.GetDatabase(settings.DatabaseName);
+ _model = database.GetCollection<Model>(settings.ModelCollectionName);
+ }
+
+ public Model Create(Model model)
+ {
+ _model.InsertOne(model);
+ return model;
+ }
+
+ public void Delete(string username, string name)
+ {
+ _model.DeleteOne(model => (model.username == username && model.name == name));
+ }
+
+ public List<Model> GetAllModels(string username)
+ {
+ return _model.Find(model => model.username == username).ToList();
+ }
+
+ public Model GetOneModel(string username, string name)
+ {
+ return _model.Find(model => model.username == username && model.name == name).FirstOrDefault();
+ }
+
+ public void Update(string username, string name, Model model)
+ {
+ _model.ReplaceOne(model => model.username == username && model.name == name, model);
+ }
+
+ }
+}
+
diff --git a/backend/api/api/api.csproj b/backend/api/api/api.csproj
index 46842c3e..f38621ca 100644
--- a/backend/api/api/api.csproj
+++ b/backend/api/api/api.csproj
@@ -10,6 +10,8 @@
<PackageReference Include="BCrypt.Net-Next" Version="4.0.3" />
<PackageReference Include="Microsoft.AspNetCore.Authentication.JwtBearer" Version="6.0.3" />
<PackageReference Include="Microsoft.IdentityModel.Tokens" Version="6.16.0" />
+ <PackageReference Include="Newtonsoft.Json" Version="13.0.1" />
+ <PackageReference Include="RestSharp" Version="107.3.0" />
<PackageReference Include="System.IdentityModel.Tokens.Jwt" Version="6.16.0" />
</ItemGroup>
diff --git a/backend/api/api/appsettings.json b/backend/api/api/appsettings.json
index 9b4f00a3..86363075 100644
--- a/backend/api/api/appsettings.json
+++ b/backend/api/api/appsettings.json
@@ -9,16 +9,19 @@
}
},
"AllowedHosts": "*",
- "UserStoreDatabaseSettings": {
- /* LocalHost
+ "UserStoreDatabaseSettings": {
+ /* LocalHost
"ConnectionString": "mongodb://127.0.0.1:27017/",
"DatabaseName": "si_project",
"CollectionName": "User",
- "DatasetCollectionName" : "Dataset"
+ "DatasetCollectionName" : "Dataset",
+ "ModelCollectionName" : "Model"
*/
- "ConnectionString": "mongodb+srv://si_user:si_user@sidatabase.twtfm.mongodb.net/myFirstDatabase?retryWrites=true&w=majority",
- "DatabaseName": "si_db",
- "CollectionName": "users",
- "DatasetCollectionName": "Dataset"
- }
+ "ConnectionString": "mongodb+srv://si_user:si_user@sidatabase.twtfm.mongodb.net/myFirstDatabase?retryWrites=true&w=majority",
+ "DatabaseName": "si_db",
+ "CollectionName": "users",
+ "DatasetCollectionName": "Dataset",
+ "ModelCollectionName": "Model",
+ "FilesCollectionName": "Files"
+ }
}
diff --git a/frontend/src/app/_data/Model.ts b/frontend/src/app/_data/Model.ts
index 1a120ca7..43342fb0 100644
--- a/frontend/src/app/_data/Model.ts
+++ b/frontend/src/app/_data/Model.ts
@@ -7,8 +7,8 @@ export default class Model {
public datasetId?: number,
// Test set settings
- public inputColumns: number[] = [0],
- public columnToPredict: number = 1,
+ public inputColumns: string[] = [],
+ public columnToPredict: string = '',
public randomOrder: boolean = true,
public randomTestSet: boolean = true,
public randomTestSetDistribution: number = 0.10, //0.1-0.9 (10% - 90%)
diff --git a/frontend/src/app/_elements/dataset-load/dataset-load.component.css b/frontend/src/app/_elements/dataset-load/dataset-load.component.css
index e69de29b..05819702 100644
--- a/frontend/src/app/_elements/dataset-load/dataset-load.component.css
+++ b/frontend/src/app/_elements/dataset-load/dataset-load.component.css
@@ -0,0 +1,6 @@
+#divInputs {
+ margin-left: 20px;
+}
+#divOutputs {
+ margin-left: 20px;
+} \ No newline at end of file
diff --git a/frontend/src/app/_elements/dataset-load/dataset-load.component.html b/frontend/src/app/_elements/dataset-load/dataset-load.component.html
index c89add43..2a611a96 100644
--- a/frontend/src/app/_elements/dataset-load/dataset-load.component.html
+++ b/frontend/src/app/_elements/dataset-load/dataset-load.component.html
@@ -1,19 +1,32 @@
<div>
- <input style="display: inline-block; width:350px;" list=delimiterOptions
+ <div class="mb-4">
+ <label for="name" class="col-form-label">Naziv dataseta:</label>
+ <input type="text" class="form-control" name="name" placeholder="Naziv..."
+ [(ngModel)]="dataset.name">
+ </div>
+ <label for="desc" class="col-sm-2 col-form-label">Opis:</label>
+ <div>
+ <textarea class="form-control" name="desc" rows="3" [(ngModel)]="dataset.description"></textarea>
+ </div>
+
+
+ <div class="d-flex justify-content-center">
+ <input style="display: inline-block; width:350px;" list=delimiterOptions
placeholder="Izaberite ili ukucajte delimiter za .csv fajl" class="form-control" [(ngModel)]="delimiter"
(input)="update()">
- <datalist id=delimiterOptions>
- <option *ngFor="let option of delimiterOptions">{{option}}</option>
- </datalist>
- &nbsp;&nbsp;&nbsp;&nbsp;
- <label for="checkboxHeader">Da li .csv ima header?</label> &nbsp;
- <input (input)="update()" [(ngModel)]="hasHeader" type="checkbox" value="" id="checkboxHeader" checked>
- <br><br>
+ <datalist id=delimiterOptions>
+ <option *ngFor="let option of delimiterOptions">{{option}}</option>
+ </datalist> &nbsp;&nbsp;&nbsp;&nbsp;
+
+ <label for="type" class="form-check-label">Da li .csv ima header?
+ <input class="mx-3 form-check-input" type="checkbox" (input)="update()" [(ngModel)]="hasHeader" type="checkbox" value="" id="checkboxHeader" checked>
+ </label> &nbsp;&nbsp;&nbsp;&nbsp;
- <input id="fileInput" class="form-control mb-5" type="file" class="upload" (change)="changeListener($event)" accept=".csv">
-
- <table *ngIf="csvRecords.length > 0 && hasHeader" class="table table-bordered table-light mt-5">
+ <input id="fileInput" class="form-control" type="file" class="upload" (change)="changeListener($event)" accept=".csv">
+ </div>
+
+ <table *ngIf="csvRecords.length > 0 && hasHeader" class="table table-bordered table-light my-4">
<thead>
<tr>
<th *ngFor="let item of csvRecords[0]; let i = index">{{item}}</th>
@@ -26,7 +39,7 @@
</tbody>
</table>
- <table *ngIf="csvRecords.length > 0 && !hasHeader" class="table table-bordered table-light mt-5">
+ <table *ngIf="csvRecords.length > 0 && !hasHeader" class="table table-bordered table-light mt-4">
<tbody>
<tr *ngFor="let row of csvRecords | slice:0:10">
<td *ngFor="let col of row">{{col}}</td>
@@ -39,4 +52,6 @@
{{rowsNumber}} x {{colsNumber}}
</div>
+
+
</div> \ No newline at end of file
diff --git a/frontend/src/app/_elements/dataset-load/dataset-load.component.ts b/frontend/src/app/_elements/dataset-load/dataset-load.component.ts
index cde3e8b1..8465c3d6 100644
--- a/frontend/src/app/_elements/dataset-load/dataset-load.component.ts
+++ b/frontend/src/app/_elements/dataset-load/dataset-load.component.ts
@@ -1,5 +1,6 @@
-import { Component, ViewChild } from '@angular/core';
+import { Component, EventEmitter, Output, ViewChild } from '@angular/core';
import { NgxCsvParser, NgxCSVParserError } from 'ngx-csv-parser';
+import Dataset from 'src/app/_data/Dataset';
@Component({
selector: 'app-dataset-load',
@@ -8,6 +9,8 @@ import { NgxCsvParser, NgxCSVParserError } from 'ngx-csv-parser';
})
export class DatasetLoadComponent {
+ @Output() loaded = new EventEmitter<string>();
+
delimiter: string = "";
delimiterOptions: Array<string> = [",", ";", "\t", "razmak", "|"]; //podrazumevano ","
@@ -20,7 +23,10 @@ export class DatasetLoadComponent {
rowsNumber: number = 0;
colsNumber: number = 0;
+ dataset: Dataset;
+
constructor(private ngxCsvParser: NgxCsvParser) {
+ this.dataset = new Dataset();
}
@ViewChild('fileImportInput', { static: false }) fileImportInput: any;
@@ -46,9 +52,14 @@ export class DatasetLoadComponent {
else
this.rowsNumber = this.csvRecords.length;
this.colsNumber = this.csvRecords[0].length;
+
+ this.dataset.header = this.csvRecords[0];
+
+ this.loaded.emit("loaded");
}
}, (error: NgxCSVParserError) => {
console.log('Error', error);
});
}
+
}
diff --git a/frontend/src/app/_modals/login-modal/login-modal.component.ts b/frontend/src/app/_modals/login-modal/login-modal.component.ts
index 87686f10..d17d7017 100644
--- a/frontend/src/app/_modals/login-modal/login-modal.component.ts
+++ b/frontend/src/app/_modals/login-modal/login-modal.component.ts
@@ -25,13 +25,16 @@ export class LoginModalComponent implements OnInit {
}
doLogin() {
- this.authService.login(this.username, this.password).subscribe((response) => { //ako nisu ok podaci, ne ide hide nego mora opet da ukucava!!!!podesi
- console.log(response);
- this.authService.authenticate(response);
- (<HTMLSelectElement>document.getElementById('closeButton')).click();
- }, error => {
- console.warn(error); //NETACNI PODACI
- });
+ if (this.username.length > 0 && this.password.length > 0) {
+ this.authService.login(this.username, this.password).subscribe((response) => { //ako nisu ok podaci, ne ide hide nego mora opet da ukucava!!!!podesi
+ console.log(response);
+ this.authService.authenticate(response);
+ (<HTMLSelectElement>document.getElementById('closeButton')).click();
+ }, error => {
+ console.warn(error); //NETACNI PODACI
+ });
+ }
+
}
resetData() {
this.username = '';
diff --git a/frontend/src/app/_pages/add-model/add-model.component.css b/frontend/src/app/_pages/add-model/add-model.component.css
index e69de29b..5184733d 100644
--- a/frontend/src/app/_pages/add-model/add-model.component.css
+++ b/frontend/src/app/_pages/add-model/add-model.component.css
@@ -0,0 +1,14 @@
+#header {
+ background-color: #003459;
+ padding-top: 25px;
+ padding-bottom: 20px;
+}
+#header h1 {
+ font-family: 'Lucida Sans', 'Lucida Sans Regular', 'Lucida Grande', 'Lucida Sans Unicode', Geneva, Verdana, sans-serif;
+ text-align: center;
+ color: white;
+}
+
+#container {
+ border-radius: 8px;
+} \ No newline at end of file
diff --git a/frontend/src/app/_pages/add-model/add-model.component.html b/frontend/src/app/_pages/add-model/add-model.component.html
index 08e27dd7..f5270127 100644
--- a/frontend/src/app/_pages/add-model/add-model.component.html
+++ b/frontend/src/app/_pages/add-model/add-model.component.html
@@ -1,190 +1,177 @@
-<div class="container p-3" style="background-color: rgb(249, 251, 253); min-height: 100%;">
-
- <h2 class="my-4 text-primary"> Nov model: </h2>
- <div class="form-group row align-items-center">
- <label for="name" class="col-sm-2 col-form-label col-form-label-lg">Naziv</label>
- <div class="col-sm-7">
- <input type="text" class="form-control form-control-lg" name="name" placeholder="Naziv..."
- [(ngModel)]="newModel.name">
- </div>
-
- <div class="col-sm-3">
- <input type="text" class="form-control-plaintext text-center" id="dateCreated" placeholder="--/--/--"
- value="{{newModel.dateCreated | date: 'dd/MM/yyyy'}}" readonly>
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="desc" class="col-sm-2 col-form-label">Opis</label>
- <div class="col-sm-10">
- <textarea class="form-control" name="desc" rows="3" [(ngModel)]="newModel.description"></textarea>
- </div>
- </div>
-
- <!--<div class="form-group row">
- <label for="value" class="col-4">Vrednost</label>
- <div class="input-group">
- <input type="number" min="0" class="form-control" name="value" placeholder="Vrednost..."
- [(ngModel)]="newModel.value">
- <div class="input-group-prepend">
- <span class="input-group-text">#</span>
- </div>
- <input type="number" min="1" class="form-control" name="count" placeholder="Br." [(ngModel)]="newModel.count">
- <input type="text" class="form-control" name="sum" placeholder="Suma"
- value="=({{newModel.value * newModel.count}})" readonly>
- </div>
- </div>-->
-
- <div class="my-4">
- <label for="dataset">Izvor podataka:</label>
- <app-dataset-load id="dataset"></app-dataset-load>
- </div>
-
- <div class="form-group row my-2">
- <div class="col-sm-2 col-form-label">
- <label for="type" class="form-check-label">Automatska podela test skupa:
- <input class="mx-3 form-check-input" type="checkbox" [checked]="newModel.randomTestSet"
- (change)="newModel.randomTestSet = !newModel.randomTestSet">
- </label>
-
- </div>
- <div>
- <mat-slider min="0.1" max="0.9" step="0.1" value="0.2" name="randomTestSetDistribution" thumbLabel
- class="w-50" [disabled]="!newModel.randomTestSet" [(ngModel)]="newModel.randomTestSetDistribution">
- </mat-slider>
- </div>
- </div>
-
- <h3> Parametri treniranja </h3>
-
- <div class="form-group row my-2">
- <label for="type" class="col-sm-2 col-form-label">Tip mreže: </label>
- <div class="col-sm-10">
- <select id=typeOptions class="form-control" name="type" [(ngModel)]="newModel.type">
- <option *ngFor="let option of Object.keys(ANNType); let optionName of Object.values(ANNType)"
- [value]="option">
- {{ optionName }}
- </option>
- </select>
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="encoding" class="col-sm-2 col-form-label">Enkoding: </label>
- <div class="col-sm-10">
- <select id=encodingOptions class="form-control" name="encoding" [(ngModel)]="newModel.encoding">
- <option *ngFor="let option of Object.keys(Encoding); let optionName of Object.values(Encoding)"
- [value]="option">
- {{ optionName }}
+<div id="header">
+ <h1>Napravite svoj model veštačke neuronske mreže</h1>
+</div>
+
+<div id="wrapper">
+
+ <div id="container" class="container p-5" style="background-color: white; min-height: 100%;">
+
+ <div class="form-group row mb-4 d-flex"> <!--justify-content-center-->
+ <h2 class="col-sm-2" style="color: #00171f"> Nov model: </h2>
+ <div class="col-sm-3">
+ <div class="mb-4">
+ <label for="name" class="col-form-label">Naziv modela:</label>
+ <input type="text" class="form-control" name="name" placeholder="Naziv..."
+ [(ngModel)]="newModel.name">
+ </div>
+ <div class="d-inline-flex align-items-center">
+ <label for="dateCreated" class="col-form-label">Datum:</label> &nbsp;&nbsp;
+ <input type="text" class="form-control-plaintext" id="dateCreated" placeholder="--/--/--"
+ value="{{newModel.dateCreated | date: 'dd/MM/yyyy'}}" readonly>
+ </div>
+ </div>
+ <div class="col-sm-5">
+ <label for="desc" class="col-sm-2 col-form-label">Opis:</label>
+ <div>
+ <textarea class="form-control" name="desc" rows="3" [(ngModel)]="newModel.description"></textarea>
+ </div>
+ </div>
+ </div>
+
+ <div class="my-5 justify-content-center">
+ <h2>Izvor podataka:</h2>
+ <app-dataset-load id="dataset" (loaded)="datasetLoaded = true"></app-dataset-load>
+ </div>
+
+ <div *ngIf="datasetLoaded" class="mt-2">
+ <div *ngIf="datasetLoadComponent" class="row">
+ <div class="col d-flex justify-content-center">
+ <h3>Izaberite ulazne kolone:</h3>
+ <div id="divInputs" class="form-check">
+ <br>
+ <div *ngFor="let item of datasetLoadComponent.dataset.header; let i = index">
+ <input *ngIf="i == 0" class="form-check-input" type="checkbox" value="{{item}}" id="cb_{{item}}" name="cbs" checked>
+ <input *ngIf="i != 0" class="form-check-input" type="checkbox" value="{{item}}" id="cb_{{item}}" name="cbs">&nbsp;
+ <label class="form-check-label" for="cb_{{item}}">
+ {{item}}
+ </label>
+ </div>
+ </div>
+ </div>
+ <div class="col d-flex justify-content-left">
+ <h3>Izaberite izlaznu kolonu:</h3>
+ <div id="divOutputs" class="form-check">
+ <br>
+ <div *ngFor="let item of datasetLoadComponent.dataset.header; let i = index">
+ <input *ngIf="i == 0" class="form-check-input" type="radio" value="{{item}}" id="rb_{{item}}" name="rbs" checked>
+ <input *ngIf="i != 0" class="form-check-input" type="radio" value="{{item}}" id="rb_{{item}}" name="rbs">&nbsp;
+ <label class="form-check-label" for="rb_{{item}}">
+ {{item}}
+ </label>
+ </div>
+ </div>
+ </div>
+ </div>
+ </div>
+
+ <h2>Parametri treniranja:</h2>
+
+ <div class="row">
+ <div class="col-2 mt-4">
+ <label for="type" class="col-form-label">Tip mreže: </label>
+ <select id=typeOptions class="form-control" name="type" [(ngModel)]="newModel.type">
+ <option *ngFor="let option of Object.keys(ANNType); let optionName of Object.values(ANNType)"
+ [value]="option">
+ {{ optionName }}
+ </option>
+ </select>
+ </div>
+ <div class="col-1 mt-4">
+ <label for="encoding" class="col-form-label">Enkoding: </label>
+ <select id=encodingOptions class="form-control" name="encoding" [(ngModel)]="newModel.encoding">
+ <option *ngFor="let option of Object.keys(Encoding); let optionName of Object.values(Encoding)"
+ [value]="option">
+ {{ optionName }}
+ </option>
+ </select>
+ </div>
+ <div class="col-1 mt-4">
+ <label for="optimizer" class="col-form-label">Optimizacija: </label>
+ <select id=optimizerOptions class="form-control" name="optimizer" [(ngModel)]="newModel.optimizer">
+ <option *ngFor="let option of Object.keys(Optimizer); let optionName of Object.values(Optimizer)"
+ [value]="option">
+ {{ optionName }}
+ </option>
+ </select>
+ </div>
+ <div class="col mt-4">
+ <label for="lossFunction" class="col-form-label">Funkcija obrade gubitka: </label>
+ <select id=lossFunctionOptions class="form-control" name="lossFunction" [(ngModel)]="newModel.lossFunction">
+ <option *ngFor="let option of Object.keys(LossFunction); let optionName of Object.values(LossFunction)"
+ [value]="option">
+ {{ optionName }}
+ </option>
+ </select>
+ </div>
+ <div class="col-2">
+ <label for="inputLayerActivationFunction" class="col-form-label">Funkcija aktivacije<br>ulaznog sloja:</label>
+ <select id=inputLayerActivationFunctionOptions class="form-control" name="inputLayerActivationFunction"
+ [(ngModel)]="newModel.inputLayerActivationFunction">
+ <option
+ *ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
+ [value]="option">
+ {{ optionName }}
+ </option>
+ </select>
+ </div>
+ <div class="col">
+ <label for="hiddenLayerActivationFunction" class="col-form-label">Funkcija aktivacije<br>skrivenih slojeva:</label>
+ <select id=hiddenLayerActivationFunctionOptions class="form-control" name="hiddenLayerActivationFunction"
+ [(ngModel)]="newModel.hiddenLayerActivationFunction">
+ <option
+ *ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
+ [value]="option">
+ {{ optionName }}
</option>
- </select>
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="optimizer" class="col-sm-2 col-form-label">Optimizacija: </label>
- <div class="col-sm-10">
- <select id=optimizerOptions class="form-control" name="optimizer" [(ngModel)]="newModel.optimizer">
- <option *ngFor="let option of Object.keys(Optimizer); let optionName of Object.values(Optimizer)"
- [value]="option">
- {{ optionName }}
- </option>
- </select>
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="lossFunction" class="col-sm-2 col-form-label">Funkcija obrade gubitka: </label>
- <div class="col-sm-10">
- <select id=lossFunctionOptions class="form-control" name="lossFunction" [(ngModel)]="newModel.lossFunction">
- <option *ngFor="let option of Object.keys(LossFunction); let optionName of Object.values(LossFunction)"
- [value]="option">
- {{ optionName }}
- </option>
- </select>
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="inputNeurons" class="col-sm-2 col-form-label">Broj ulaznih neurona: </label>
- <div class="col-sm-10">
- <input type="number" min="1" class="form-control" name="inputNeurons" [(ngModel)]="newModel.inputNeurons">
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="inputLayerActivationFunction" class="col-sm-2 col-form-label">Funkcija aktivacije ulaznog sloja:
- </label>
- <div class="col-sm-10">
- <select id=inputLayerActivationFunctionOptions class="form-control" name="inputLayerActivationFunction"
- [(ngModel)]="newModel.inputLayerActivationFunction">
- <option
- *ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
- [value]="option">
- {{ optionName }}
- </option>
- </select>
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="hiddenLayerNeurons" class="col-sm-2 col-form-label">Broj neurona skrivenih slojeva: </label>
- <div class="col-sm-10">
- <input type="number" min="1" class="form-control" name="hiddenLayerNeurons"
- [(ngModel)]="newModel.hiddenLayerNeurons">
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="hiddenLayerActivationFunction" class="col-sm-2 col-form-label">Funkcija aktivacije skrivenih
- slojeva:
- </label>
- <div class="col-sm-10">
- <select id=hiddenLayerActivationFunctionOptions class="form-control" name="hiddenLayerActivationFunction"
- [(ngModel)]="newModel.hiddenLayerActivationFunction">
- <option
- *ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
- [value]="option">
- {{ optionName }}
- </option>
- </select>
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="hiddenLayers" class="col-sm-2 col-form-label">Broj skrivenih slojeva: </label>
- <div class="col-sm-10">
- <input type="number" min="1" class="form-control" name="hiddenLayers" [(ngModel)]="newModel.hiddenLayers">
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="outputLayerActivationFunction" class="col-sm-2 col-form-label">Funkcija aktivacije izlaznog
- sloja:
- </label>
- <div class="col-sm-10">
- <select id=outputLayerActivationFunctionOptions class="form-control" name="outputLayerActivationFunction"
- [(ngModel)]="newModel.outputLayerActivationFunction">
- <option
- *ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
- [value]="option">
- {{ optionName }}
- </option>
- </select>
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="batchSize" class="col-sm-2 col-form-label">Broj uzorka po iteraciji: </label>
- <div class="col-sm-10">
- <input type="number" min="1" class="form-control" name="batchSize" [(ngModel)]="newModel.batchSize">
- </div>
- </div>
-
- <div class=" form-group row my-4">
- <div class="col-4"></div>
- <button class="btn btn-lg btn-primary col-4" (click)="addModel();">Dodaj</button>
- <div class="col-4"></div>
- </div>
-
-</div> \ No newline at end of file
+ </select>
+ </div>
+ <div class="col">
+ <label for="outputLayerActivationFunction" class="col-form-label">Funkcija aktivacije<br>izlaznog sloja:</label>
+ <select id=outputLayerActivationFunctionOptions class="form-control" name="outputLayerActivationFunction"
+ [(ngModel)]="newModel.outputLayerActivationFunction">
+ <option
+ *ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
+ [value]="option">
+ {{ optionName }}
+ </option>
+ </select>
+ </div>
+ </div>
+
+ <div class="row mt-5">
+ <div class="col-2">
+ <label for="inputNeurons" class="col-form-label">Broj ulaznih neurona: </label> <!--UMESTO OVOGA IDE NASUMICAN REDOSLED? YES/NO-->
+ <input type="number" min="1" class="form-control" name="inputNeurons" [(ngModel)]="newModel.inputNeurons">
+ </div>
+ <div class="col-2">
+ <label for="hiddenLayers" class="col-form-label">Broj skrivenih slojeva: </label>
+ <input type="number" min="1" class="form-control" name="hiddenLayers" [(ngModel)]="newModel.hiddenLayers">
+ </div>
+ <div class="col-3 ">
+ <label for="hiddenLayerNeurons" class="col-form-label">Broj neurona skrivenih slojeva: </label>
+ <input type="number" min="1" class="form-control" name="hiddenLayerNeurons" [(ngModel)]="newModel.hiddenLayerNeurons">
+ </div>
+ <div class="col-2">
+ <label for="batchSize" class="col-form-label">Broj uzorka po iteraciji: </label>
+ <input type="number" min="1" class="form-control" name="batchSize" [(ngModel)]="newModel.batchSize">
+ </div>
+ <div class="col-3 mt-1">
+ <label for="type" class="form-check-label mb-3">&nbsp;&nbsp;Podela test skupa:
+ <input class="mx-3 form-check-input" type="checkbox" [checked]="newModel.randomTestSet"
+ (change)="newModel.randomTestSet = !newModel.randomTestSet">
+ </label>
+ <mat-slider min="0.1" max="0.9" step="0.1" value="0.2" name="randomTestSetDistribution" thumbLabel
+ [disabled]="!newModel.randomTestSet" [(ngModel)]="newModel.randomTestSetDistribution">
+ </mat-slider>
+ </div>
+ </div>
+
+ <br><br>
+ <div class="form-group row mt-5">
+ <div class="col-4"></div>
+ <button class="btn btn-lg col-4" style="background-color:#003459; color:white;" (click)="addModel();">Napravi model</button>
+ <div class="col-4"></div>
+ </div>
+
+ </div>
+</div>
diff --git a/frontend/src/app/_pages/add-model/add-model.component.ts b/frontend/src/app/_pages/add-model/add-model.component.ts
index 3cb47d61..c18ad324 100644
--- a/frontend/src/app/_pages/add-model/add-model.component.ts
+++ b/frontend/src/app/_pages/add-model/add-model.component.ts
@@ -1,6 +1,9 @@
-import { Component, OnInit } from '@angular/core';
+import { Component, OnInit, ViewChild } from '@angular/core';
import Model from 'src/app/_data/Model';
import { ANNType, Encoding, ActivationFunction, LossFunction, Optimizer } from 'src/app/_data/Model';
+import { DatasetLoadComponent } from 'src/app/_elements/dataset-load/dataset-load.component';
+import { ModelsService } from 'src/app/_services/models.service';
+
@Component({
selector: 'app-add-model',
@@ -9,7 +12,10 @@ import { ANNType, Encoding, ActivationFunction, LossFunction, Optimizer } from '
})
export class AddModelComponent implements OnInit {
- newModel: Model
+ @ViewChild(DatasetLoadComponent) datasetLoadComponent?: DatasetLoadComponent;
+ datasetLoaded: boolean = false;
+
+ newModel: Model;
ANNType = ANNType;
Encoding = Encoding;
@@ -18,7 +24,7 @@ export class AddModelComponent implements OnInit {
Optimizer = Optimizer;
Object = Object;
- constructor() {
+ constructor(private models: ModelsService) {
this.newModel = new Model();
}
@@ -26,7 +32,54 @@ export class AddModelComponent implements OnInit {
}
addModel() {
- //TODO
+ if (this.datasetLoadComponent)
+ this.models.addDataset(this.datasetLoadComponent?.dataset);
+
+ this.getCheckedInputCols();
+ this.getCheckedOutputCol();
+ if (this.validationInputsOutput())
+ this.models.addModel(this.newModel).subscribe((response) => {
+ console.log(response);
+ });
+ }
+
+ getCheckedInputCols() {
+ this.newModel.inputColumns = [];
+ let checkboxes = document.getElementsByName("cbs");
+
+ for (let i = 0; i < checkboxes.length; i++) {
+ let thatCb = <HTMLInputElement>checkboxes[i];
+ if (thatCb.checked)
+ this.newModel.inputColumns.push(thatCb.value);
+ }
+ //console.log(this.checkedInputCols);
+ }
+ getCheckedOutputCol() {
+ this.newModel.columnToPredict = '';
+ let radiobuttons = document.getElementsByName("rbs");
+
+ for (let i = 0; i < radiobuttons.length; i++) {
+ let thatRb = <HTMLInputElement>radiobuttons[i];
+ if (thatRb.checked) {
+ this.newModel.columnToPredict = thatRb.value;
+ break;
+ }
+ }
+ //console.log(this.checkedOutputCol);
+ }
+ validationInputsOutput() : boolean {
+ if (this.newModel.inputColumns.length == 0) {
+ alert("Molimo Vas da izaberete ulaznu kolonu/kolone za mrežu.")
+ return false;
+ }
+ for (let i = 0; i < this.newModel.inputColumns.length; i++) {
+ if (this.newModel.inputColumns[i] == this.newModel.columnToPredict) {
+ let colName = this.newModel.columnToPredict;
+ alert("Izabrali ste istu kolonu (" + colName + ") kao ulaznu i izlaznu iz mreže. Korigujte izbor.");
+ return false;
+ }
+ }
+ return true;
}
}
diff --git a/frontend/src/app/_pages/home/home.component.html b/frontend/src/app/_pages/home/home.component.html
index b17b9a56..274f0fd8 100644
--- a/frontend/src/app/_pages/home/home.component.html
+++ b/frontend/src/app/_pages/home/home.component.html
@@ -1,4 +1,4 @@
-<div class="d-flex flex-column align-items-center">
+<div class="d-flex flex-column align-items-center bg-light">
<img src="../../../assets/svg/logo.svg" class="bi me-2" width="256" height="256" role="img">
<div *ngIf="shared.loggedIn" class="d-flex flex-column align-items-center">
<h2 class="my-4">Započnite sa treniranjem!</h2>
diff --git a/frontend/src/app/_services/auth-guard.service.ts b/frontend/src/app/_services/auth-guard.service.ts
index b6d3678d..057996e0 100644
--- a/frontend/src/app/_services/auth-guard.service.ts
+++ b/frontend/src/app/_services/auth-guard.service.ts
@@ -15,7 +15,7 @@ export class AuthGuardService implements CanActivate {
if (this.auth.isAuthenticated()) {
return true;
}
- this.router.navigate(['login']);
+ this.router.navigate(['']);
return false;
}
}
diff --git a/frontend/src/app/_services/models.service.spec.ts b/frontend/src/app/_services/models.service.spec.ts
new file mode 100644
index 00000000..b5b25752
--- /dev/null
+++ b/frontend/src/app/_services/models.service.spec.ts
@@ -0,0 +1,16 @@
+import { TestBed } from '@angular/core/testing';
+
+import { ModelsService } from './models.service';
+
+describe('ModelsService', () => {
+ let service: ModelsService;
+
+ beforeEach(() => {
+ TestBed.configureTestingModule({});
+ service = TestBed.inject(ModelsService);
+ });
+
+ it('should be created', () => {
+ expect(service).toBeTruthy();
+ });
+});
diff --git a/frontend/src/app/_services/models.service.ts b/frontend/src/app/_services/models.service.ts
new file mode 100644
index 00000000..f85ca44e
--- /dev/null
+++ b/frontend/src/app/_services/models.service.ts
@@ -0,0 +1,22 @@
+import { HttpClient } from '@angular/common/http';
+import { Injectable } from '@angular/core';
+import Model from '../_data/Model';
+import { AuthService } from './auth.service';
+import { API_SETTINGS } from 'src/config';
+import Dataset from '../_data/Dataset';
+
+
+@Injectable({
+ providedIn: 'root'
+})
+export class ModelsService {
+
+ constructor(private http: HttpClient, private authService: AuthService) { }
+
+ addModel(model: Model) {
+ return this.http.post(`${API_SETTINGS.apiURL}/model/sendModel`, model, { headers: this.authService.authHeader(), responseType: 'text' });
+ }
+ addDataset(dataset: Dataset) {
+ return this.http.post(`${API_SETTINGS.apiURL}/model/uploadDataset`, dataset, { headers: this.authService.authHeader(), responseType: 'text' });
+ }
+}
diff --git a/frontend/src/app/app.component.html b/frontend/src/app/app.component.html
index 7f2d4225..35e5adb1 100644
--- a/frontend/src/app/app.component.html
+++ b/frontend/src/app/app.component.html
@@ -1,4 +1,4 @@
<app-navbar></app-navbar>
-<div class="mat-app-background container h-100">
+<div class="container h-100">
<router-outlet></router-outlet>
</div> \ No newline at end of file
diff --git a/frontend/src/assets/images/add_model_background.jpg b/frontend/src/assets/images/add_model_background.jpg
new file mode 100644
index 00000000..d86f0566
--- /dev/null
+++ b/frontend/src/assets/images/add_model_background.jpg
Binary files differ
diff --git a/frontend/src/assets/images/logo_crop.png b/frontend/src/assets/images/logo_crop.png
deleted file mode 100644
index 1775a465..00000000
--- a/frontend/src/assets/images/logo_crop.png
+++ /dev/null
Binary files differ
diff --git a/frontend/src/assets/images/logo_dark_crop.png b/frontend/src/assets/images/logo_dark_crop.png
deleted file mode 100644
index d66f13e2..00000000
--- a/frontend/src/assets/images/logo_dark_crop.png
+++ /dev/null
Binary files differ
diff --git a/frontend/src/styles.css b/frontend/src/styles.css
index b671a2a7..d37ab6f1 100644
--- a/frontend/src/styles.css
+++ b/frontend/src/styles.css
@@ -1,5 +1,3 @@
-/* You can add global styles to this file, and also import other style files
-
-html, body { height: 100%; }
-body { margin: 0; font-family: Roboto, "Helvetica Neue", sans-serif; }
-*/
+body {
+ background-image: url('/assets/images/add_model_background.jpg');
+} \ No newline at end of file