From c1f507071e65903a6efda7285fff096bb7b8a7e5 Mon Sep 17 00:00:00 2001 From: Ivan Ljubisavljevic Date: Thu, 19 May 2022 00:30:50 +0200 Subject: Sredjeno dodavanje public modela u svoje. Takodje sredjeno refreshovanje liste modela i datasetovanja prilikom brisanja. Dodati dijalozi za brisanje i dodavanje --- backend/api/api/Controllers/DatasetController.cs | 19 ++--------- backend/api/api/Controllers/ModelController.cs | 40 ++++++++++++++++++++++++ backend/api/api/Models/Model.cs | 6 ---- backend/api/api/Models/Predictor.cs | 25 +-------------- backend/api/api/Services/DatasetService.cs | 12 +------ backend/api/api/Services/FillAnEmptyDb.cs | 13 ++++---- 6 files changed, 51 insertions(+), 64 deletions(-) (limited to 'backend') diff --git a/backend/api/api/Controllers/DatasetController.cs b/backend/api/api/Controllers/DatasetController.cs index e4741412..6fb139bd 100644 --- a/backend/api/api/Controllers/DatasetController.cs +++ b/backend/api/api/Controllers/DatasetController.cs @@ -196,7 +196,7 @@ namespace api.Controllers string ext = ".csv"; - //nesto + //Check Directory if (!Directory.Exists(folderPath)) @@ -279,19 +279,4 @@ namespace api.Controllers } } -} - -/* -{ - "_id": "", - "name": "name", - "description": "description", - "header" : ["ag","rt"], - "fileId" : "652", - "extension": "csb", - "isPublic" : true, - "accessibleByLink": true, - "dateCreated": "dateCreated", - "lastUpdated" : "proba12" -} -*/ \ No newline at end of file +} \ No newline at end of file diff --git a/backend/api/api/Controllers/ModelController.cs b/backend/api/api/Controllers/ModelController.cs index 39eb7830..be30ae6f 100644 --- a/backend/api/api/Controllers/ModelController.cs +++ b/backend/api/api/Controllers/ModelController.cs @@ -211,6 +211,8 @@ namespace api.Controllers return BadRequest("Bad parameters!");*/ model.uploaderId = getUserId(); + model.dateCreated = DateTime.Now; + model.lastUpdated = DateTime.Now; var existingModel = _modelService.GetOneModel(model.uploaderId, model.name); @@ -232,6 +234,44 @@ namespace api.Controllers } } + // POST api//stealModel + [HttpPost("stealModel")] + [Authorize(Roles = "User,Guest")] + public ActionResult StealModel([FromBody] Model model)//, bool overwrite) + { + bool overwrite = false; + //username="" ako je GUEST + //Experiment e = _experimentService.Get(model.experimentId); umesto 1 ide e.inputColumns.Length TODO!!!!!!!!!!!!!!!!! + //model.inputNeurons = e.inputColumns.Length; + /*if (_modelService.CheckHyperparameters(1, model.hiddenLayerNeurons, model.hiddenLayers, model.outputNeurons) == false) + return BadRequest("Bad parameters!");*/ + + model.uploaderId = getUserId(); + model._id = ""; + model.dateCreated = DateTime.Now; + model.lastUpdated = DateTime.Now; + model.isPublic = false; + + var existingModel = _modelService.GetOneModel(model.uploaderId, model.name); + + + if (existingModel != null && !overwrite && model.validationSize < 1 && model.validationSize > 0) + return NotFound($"Model already exisits or validation size is not between 0-1"); + else + { + //_modelService.Create(model); + //return Ok(); + if (existingModel == null) + _modelService.Create(model); + else + { + _modelService.Replace(model); + } + + return CreatedAtAction(nameof(Get), new { id = model._id }, model); + } + } + // PUT api//{name} [HttpPut("{name}")] [Authorize(Roles = "User,Guest")] diff --git a/backend/api/api/Models/Model.cs b/backend/api/api/Models/Model.cs index a807316f..bbbf201e 100644 --- a/backend/api/api/Models/Model.cs +++ b/backend/api/api/Models/Model.cs @@ -14,18 +14,14 @@ namespace api.Models public string name { get; set; } public string description { get; set; } - //datetime public DateTime dateCreated { get; set; } public DateTime lastUpdated { get; set; } - //proveriti id - //public string experimentId { get; set; } //Neural net training public string type { get; set; } public string optimizer { get; set; } public string lossFunction { get; set; } - //public int inputNeurons { get; set; } public int hiddenLayers { get; set; } public string batchSize { get; set; } public string learningRate { get; set; } @@ -36,8 +32,6 @@ namespace api.Models public string[] metrics { get; set; } public int epochs { get; set; } - //public bool isTrained { get; set; } - //public NullValues[] nullValues { get; set; } public bool randomOrder { get; set; } public bool randomTestSet { get; set; } public float randomTestSetDistribution { get; set; } diff --git a/backend/api/api/Models/Predictor.cs b/backend/api/api/Models/Predictor.cs index 530257b2..bfe95a0f 100644 --- a/backend/api/api/Models/Predictor.cs +++ b/backend/api/api/Models/Predictor.cs @@ -29,27 +29,4 @@ namespace api.Models } -} - -/** -* Paste one or more documents here - -{ - "_id": { - "$oid": "625dc348b7856ace8a6f8702" - - }, - "uploaderId" : "6242ea59486c664208d4255c", - "inputs": ["proba", - "proba2", - "proba3" - ], - "output" : "izlaz", - "isPublic" : true, - "accessibleByLink" : true, - "dateCreated" : "2022-04-11T20:33:26.937+00:00", - "experimentId" : "Neki id eksperimenta", - "modelId" : "Neki id eksperimenta", - "h5FileId" : "Neki id eksperimenta", - "metrics" : [{ }] -}*/ \ No newline at end of file +} \ No newline at end of file diff --git a/backend/api/api/Services/DatasetService.cs b/backend/api/api/Services/DatasetService.cs index f38a363b..0b84721e 100644 --- a/backend/api/api/Services/DatasetService.cs +++ b/backend/api/api/Services/DatasetService.cs @@ -104,16 +104,6 @@ namespace api.Services return dataset._id; } - /* -public bool CheckDb() -{ - Dataset? dataset = null; - dataset = _dataset.Find(dataset => dataset.username == "igrannonica").FirstOrDefault(); - - if (dataset != null) - return false; - else - return true; -}*/ + } } diff --git a/backend/api/api/Services/FillAnEmptyDb.cs b/backend/api/api/Services/FillAnEmptyDb.cs index 811e723a..cd35dc78 100644 --- a/backend/api/api/Services/FillAnEmptyDb.cs +++ b/backend/api/api/Services/FillAnEmptyDb.cs @@ -54,7 +54,7 @@ namespace api.Services dataset._id = ""; dataset.uploaderId = "000000000000000000000000"; - dataset.name = "Titanik dataset(public)"; + dataset.name = "Titanik dataset (public)"; dataset.description = "Titanik dataset"; dataset.fileId = _fileService.GetFileId(fullPath); dataset.extension = ".csv"; @@ -277,6 +277,7 @@ namespace api.Services model.lossFunction = "sparse_categorical_crossentropy"; model.hiddenLayers = 5; model.batchSize = "64"; + model.learningRate = "1"; model.outputNeurons = 0; model.layers = new[] { @@ -368,7 +369,7 @@ namespace api.Services dataset._id = ""; dataset.uploaderId = "000000000000000000000000"; dataset.name = "IMDB-Movie-Data Dataset (public)"; - dataset.description = "IMDB-Movie-Data Dataset(public)"; + dataset.description = "IMDB-Movie-Data Dataset (public)"; dataset.fileId = _fileService.GetFileId(fullPath); dataset.extension = ".csv"; dataset.isPublic = true; @@ -421,8 +422,8 @@ namespace api.Services model._id = ""; model.uploaderId = "000000000000000000000000"; - model.name = "IMDB model"; - model.description = "IMDB model"; + model.name = "IMDB model (public)"; + model.description = "IMDB model (public)"; model.dateCreated = DateTime.Now; model.lastUpdated = DateTime.Now; model.type = "regresioni"; @@ -579,8 +580,8 @@ namespace api.Services model._id = ""; model.uploaderId = "000000000000000000000000"; - model.name = "Churn model"; - model.description = "Churn model"; + model.name = "Churn model (public)"; + model.description = "Churn model (public)"; model.dateCreated = DateTime.Now; model.lastUpdated = DateTime.Now; model.type = "binarni-klasifikacioni"; 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