logic/db_types/types.go

@@ -3,7 +3,6 @@ package dbtypes
 import (
 	"errors"
 	"fmt"
-	"path"
 
 	"git.andr3h3nriqu3s.com/andr3/fyp/logic/db"
 )
@@ -51,17 +50,16 @@ const (
 )
 
 type BaseModel struct {
-	Name   string
+	Name         string `json:"name"`
-	Status int
+	Status       int    `json:"status"`
-	Id     string
+	Id           string `json:"id"`
-
+	ModelType    int    `db:"model_type" json:"model_type"`
-	ModelType    int    `db:"model_type"`
+	ImageModeRaw string `db:"color_mode" json:"image_more_raw"`
-	ImageModeRaw string `db:"color_mode"`
+	ImageMode    int    `db:"0" json:"image_mode"`
-	ImageMode    int    `db:"0"`
+	Width        int    `json:"width"`
-	Width        int
+	Height       int    `json:"height"`
-	Height       int
+	Format       string `json:"format"`
-	Format       string
+	CanTrain     int    `db:"can_train" json:"can_train"`
-	CanTrain     int `db:"can_train"`
 }
 
 var ModelNotFoundError = errors.New("Model not found error")
@@ -102,6 +100,7 @@ func (m *BaseModel) UpdateStatus(db db.Db, status ModelStatus) (err error) {
 }
 
 type DataPoint struct {
+	Id    string `json:"id"`
 	Class int    `json:"class"`
 	Path  string `json:"path"`
 }
@@ -126,14 +125,11 @@ func (m BaseModel) DataPoints(db db.Db, mode DATA_POINT_MODE) (data []DataPoint,
 		if err = rows.Scan(&id, &class_order, &file_path); err != nil {
 			return
 		}
-		if file_path == "id://" {
 		data = append(data, DataPoint{
-				Path:  path.Join("./savedData", m.Id, "data", id+"."+m.Format),
+			Id:    id,
+			Path:  file_path,
 			Class: class_order,
 		})
-		} else {
-			panic("TODO remote file path")
-		}
 	}
 	return
 }

logic/models/train/remote_train.go

@@ -57,7 +57,6 @@ func PrepareTraining(handler *Handle, b BasePack, task Task, runner_id string) (
 	runners := handler.DataMap["runners"].(map[string]interface{})
 	runner := runners[runner_id].(map[string]interface{})
 	runner["task"] = &task
-
 	runners[runner_id] = runner
 	handler.DataMap["runners"] = runners
 

logic/tasks/runner.go

@@ -202,6 +202,8 @@ func handleRemoteRunner(x *Handle) {
 		switch task.TaskType {
 		case int(TASK_TYPE_TRAINING):
 			CleanUpFailed(c, task)
+		case int(TASK_TYPE_CLASSIFICATION):
+			// DO nothing
 		default:
 			panic("Do not know how to handle this")
 		}
@@ -220,7 +222,7 @@ func handleRemoteRunner(x *Handle) {
 		return c.SendJSON("Ok")
 	})
 
-	PostAuthJson(x, "/tasks/runner/train/defs", User_Normal, func(c *Context, dat *VerifyTask) *Error {
+	PostAuthJson(x, "/tasks/runner/defs", User_Normal, func(c *Context, dat *VerifyTask) *Error {
 		_, error := verifyRunner(c, &JustId{Id: dat.Id})
 		if error != nil {
 			return error
@@ -231,7 +233,13 @@ func handleRemoteRunner(x *Handle) {
 			return error
 		}
 
-		if task.TaskType != int(TASK_TYPE_TRAINING) {
+		var status DefinitionStatus
+		switch task.TaskType {
+		case int(TASK_TYPE_TRAINING):
+			status = DEFINITION_STATUS_INIT
+		case int(TASK_TYPE_CLASSIFICATION):
+			status = DEFINITION_STATUS_READY
+		default:
 			c.Logger.Error("Task not is not the right type to get the definitions", "task type", task.TaskType)
 			return c.JsonBadRequest("Task is not the right type go get the definitions")
 		}
@@ -241,7 +249,7 @@ func handleRemoteRunner(x *Handle) {
 			return c.E500M("Failed to get model information", err)
 		}
 
-		defs, err := model.GetDefinitions(c, "and md.status=$2", DEFINITION_STATUS_INIT)
+		defs, err := model.GetDefinitions(c, "and md.status=$2", status)
 		if err != nil {
 			return c.E500M("Failed to get the model definitions", err)
 		}
@@ -249,7 +257,7 @@ func handleRemoteRunner(x *Handle) {
 		return c.SendJSON(defs)
 	})
 
-	PostAuthJson(x, "/tasks/runner/train/classes", User_Normal, func(c *Context, dat *VerifyTask) *Error {
+	PostAuthJson(x, "/tasks/runner/classes", User_Normal, func(c *Context, dat *VerifyTask) *Error {
 		_, error := verifyRunner(c, &JustId{Id: dat.Id})
 		if error != nil {
 			return error
@@ -260,7 +268,12 @@ func handleRemoteRunner(x *Handle) {
 			return error
 		}
 
-		if task.TaskType != int(TASK_TYPE_TRAINING) {
+		switch task.TaskType {
+		case int(TASK_TYPE_TRAINING):
+			//DO NOTHING
+		case int(TASK_TYPE_CLASSIFICATION):
+			//DO NOTHING
+		default:
 			c.Logger.Error("Task not is not the right type to get the definitions", "task type", task.TaskType)
 			return c.JsonBadRequest("Task is not the right type go get the definitions")
 		}
@@ -425,7 +438,7 @@ func handleRemoteRunner(x *Handle) {
 		return c.SendJSON("Ok")
 	})
 
-	PostAuthJson(x, "/task/runner/train/mark-failed", User_Normal, func(c *Context, dat *VerifyTask) *Error {
+	PostAuthJson(x, "/tasks/runner/train/mark-failed", User_Normal, func(c *Context, dat *VerifyTask) *Error {
 		_, error := verifyRunner(c, &JustId{Id: dat.Id})
 		if error != nil {
 			return error
@@ -459,7 +472,36 @@ func handleRemoteRunner(x *Handle) {
 		return c.SendJSON("Ok")
 	})
 
-	PostAuthJson(x, "/task/runner/train/done", User_Normal, func(c *Context, dat *VerifyTask) *Error {
+	PostAuthJson(x, "/tasks/runner/model", User_Normal, func(c *Context, dat *VerifyTask) *Error {
+		_, error := verifyRunner(c, &JustId{Id: dat.Id})
+		if error != nil {
+			return error
+		}
+
+		task, error := verifyTask(x, c, dat)
+		if error != nil {
+			return error
+		}
+
+		switch task.TaskType {
+		case int(TASK_TYPE_TRAINING):
+			//DO NOTHING
+		case int(TASK_TYPE_CLASSIFICATION):
+			//DO NOTHING
+		default:
+			c.Logger.Error("Task not is not the right type to get the definitions", "task type", task.TaskType)
+			return c.JsonBadRequest("Task is not the right type go get the definitions")
+		}
+
+		model, err := GetBaseModel(c, *task.ModelId)
+		if err != nil {
+			return c.E500M("Failed to get model information", err)
+		}
+
+		return c.SendJSON(model)
+	})
+
+	PostAuthJson(x, "/tasks/runner/train/done", User_Normal, func(c *Context, dat *VerifyTask) *Error {
 		_, error := verifyRunner(c, &JustId{Id: dat.Id})
 		if error != nil {
 			return error
@@ -482,7 +524,7 @@ func handleRemoteRunner(x *Handle) {
 		}
 
 		var def Definition
-		err = GetDBOnce(c, &def, "from model_definition as md where model_id=$1 and status=$2 order by accuracy desc limit 1;", task.ModelId, DEFINITION_STATUS_TRANIED)
+		err = GetDBOnce(c, &def, "model_definition as md where model_id=$1 and status=$2 order by accuracy desc limit 1;", task.ModelId, DEFINITION_STATUS_TRANIED)
 		if err == NotFoundError {
 			// TODO Make the Model status have a message
 			c.Logger.Error("All definitions failed to train!")
@@ -526,7 +568,70 @@ func handleRemoteRunner(x *Handle) {
 			return c.E500M("Failed to delete unsed definitions", err)
 		}
 
-		model.UpdateStatus(c, READY)
+		if err = model.UpdateStatus(c, READY); err != nil {
+			model.UpdateStatus(c, FAILED_TRAINING)
+			task.UpdateStatusLog(c, TASK_FAILED_RUNNING, "Failed to delete unsed definitions")
+			return c.E500M("Failed to update status of model", err)
+		}
+
+		task.UpdateStatusLog(c, TASK_DONE, "Model finished training")
+
+		mutex := x.DataMap["runners_mutex"].(*sync.Mutex)
+		mutex.Lock()
+		defer mutex.Unlock()
+
+		var runners map[string]interface{} = x.DataMap["runners"].(map[string]interface{})
+		var runner_data map[string]interface{} = runners[dat.Id].(map[string]interface{})
+		runner_data["task"] = nil
+		runners[dat.Id] = runner_data
+		x.DataMap["runners"] = runners
+
+		return c.SendJSON("Ok")
+	})
+
+	type RunnerClassDone struct {
+		Id     string `json:"id" validate:"required"`
+		TaskId string `json:"taskId" validate:"required"`
+		Result string `json:"result" validate:"required"`
+	}
+	PostAuthJson(x, "/tasks/runner/class/done", User_Normal, func(c *Context, dat *RunnerClassDone) *Error {
+		_, error := verifyRunner(c, &JustId{Id: dat.Id})
+		if error != nil {
+			return error
+		}
+
+		task, error := verifyTask(x, c, &VerifyTask{
+			Id:     dat.Id,
+			TaskId: dat.TaskId,
+		})
+		if error != nil {
+			return error
+		}
+
+		if task.TaskType != int(TASK_TYPE_CLASSIFICATION) {
+			c.Logger.Error("Task not is not the right type to get the definitions", "task type", task.TaskType)
+			return c.JsonBadRequest("Task is not the right type go get the definitions")
+		}
+
+		err := task.SetResultText(c, dat.Result)
+		if err != nil {
+			return c.E500M("Failed to update the task", err)
+		}
+
+		err = task.UpdateStatus(c, TASK_DONE, "Task completed")
+		if err != nil {
+			return c.E500M("Failed to update task", err)
+		}
+
+		mutex := x.DataMap["runners_mutex"].(*sync.Mutex)
+		mutex.Lock()
+		defer mutex.Unlock()
+
+		var runners map[string]interface{} = x.DataMap["runners"].(map[string]interface{})
+		var runner_data map[string]interface{} = runners[dat.Id].(map[string]interface{})
+		runner_data["task"] = nil
+		runners[dat.Id] = runner_data
+		x.DataMap["runners"] = runners
 
 		return c.SendJSON("Ok")
 	})

logic/tasks/runner/runner.go

@@ -124,6 +124,12 @@ func handleRemoteTask(handler *Handle, base BasePack, runner_id string, task Tas
 		if err := PrepareTraining(handler, base, task, runner_id); err != nil {
 			logger.Error("Failed to prepare for training", "err", err)
 		}
+	case int(TASK_TYPE_CLASSIFICATION):
+		runners := handler.DataMap["runners"].(map[string]interface{})
+		runner := runners[runner_id].(map[string]interface{})
+		runner["task"] = &task
+		runners[runner_id] = runner
+		handler.DataMap["runners"] = runners
 	default:
 		logger.Error("Not sure what to do panicing", "taskType", task.TaskType)
 		panic("not sure what to do")

logic/tasks/utils/utils.go

@@ -101,7 +101,11 @@ func (t Task) SetResult(base BasePack, result any) (err error) {
 	if err != nil {
 		return
 	}
-	_, err = base.GetDb().Exec("update tasks set result=$1 where id=$2", text, t.Id)
+	return t.SetResultText(base, string(text))
+}
+
+func (t Task) SetResultText(base BasePack, text string) (err error) {
+	_, err = base.GetDb().Exec("update tasks set result=$1 where id=$2", []byte(text), t.Id)
 	return
 }
 

logic/utils/handler.go

@@ -449,7 +449,7 @@ func (x Handle) createContext(handler *Handle, r *http.Request, w http.ResponseW
 	logger := log.NewWithOptions(os.Stdout, log.Options{
 		ReportCaller:    true,
 		ReportTimestamp: true,
-		TimeFormat:      time.Kitchen,
+		TimeFormat:      time.DateTime,
 		Prefix:          r.URL.Path,
 	})