chore: added config file and fixed updates not showing while training

config.toml

@@ -0,0 +1,2 @@
+PORT=5002
+HOSTNAME="https://testing.andr3h3nriqu3s.com"

go.mod

@@ -12,6 +12,7 @@ require (
 )
 
 require (
+	github.com/BurntSushi/toml v1.3.2 // indirect
 	github.com/aymanbagabas/go-osc52/v2 v2.0.1 // indirect
 	github.com/charmbracelet/lipgloss v0.9.1 // indirect
 	github.com/go-logfmt/logfmt v0.6.0 // indirect

go.sum

@@ -1,3 +1,5 @@
+github.com/BurntSushi/toml v1.3.2 h1:o7IhLm0Msx3BaB+n3Ag7L8EVlByGnpq14C4YWiu/gL8=
+github.com/BurntSushi/toml v1.3.2/go.mod h1:CxXYINrC8qIiEnFrOxCa7Jy5BFHlXnUU2pbicEuybxQ=
 github.com/aymanbagabas/go-osc52/v2 v2.0.1 h1:HwpRHbFMcZLEVr42D4p7XBqjyuxQH5SMiErDT4WkJ2k=
 github.com/aymanbagabas/go-osc52/v2 v2.0.1/go.mod h1:uYgXzlJ7ZpABp8OJ+exZzJJhRNQ2ASbcXHWsFqH8hp8=
 github.com/charmbracelet/lipgloss v0.8.0 h1:IS00fk4XAHcf8uZKc3eHeMUTCxUH6NkaTrdyCQk84RU=

logic/models/train/train.go

@@ -244,6 +244,7 @@ func trainDefinition(c *Context, model *BaseModel, definition_id string, load_pr
 		"SaveModelPath":    path.Join(getDir(), result_path),
 		"Depth":            classCount,
 		"StartPoint":       0,
+		"Host":             (*c.Handle).Config.Hostname,
 	}); err != nil {
 		return
 	}
@@ -292,9 +293,9 @@ func generateCvsExpandExp(c *Context, run_path string, model_id string, offset i
 	if err != nil {
 		return
 	}
-    c.Logger.Info("test here", "count", co)
+	c.Logger.Info("test here", "count", co)
 	count_re = co.Count
-    count := co.Count
+	count := co.Count
 
 	if count == 0 {
 		err = setModelClassStatus(c, MODEL_CLASS_STATUS_TRAINING, "model_id=$1 and status=$2;", model_id, MODEL_CLASS_STATUS_TO_TRAIN)
@@ -416,7 +417,7 @@ func trainDefinitionExpandExp(c *Context, model *BaseModel, definition_id string
 	var last *layerrow = nil
 	got_2 := false
 
-    var first *layerrow = nil
+	var first *layerrow = nil
 
 	for layers.Next() {
 		var row = layerrow{}
@@ -424,10 +425,10 @@ func trainDefinitionExpandExp(c *Context, model *BaseModel, definition_id string
 			return
 		}
 
-        // Keep track of the first layer so we can keep the size of the image
+		// Keep track of the first layer so we can keep the size of the image
-        if first == nil {
+		if first == nil {
-            first = &row
+			first = &row
-        }
+		}
 
 		row.LayerNum = i
 		row.Shape = shapeToSize(row.Shape)
@@ -500,6 +501,7 @@ func trainDefinitionExpandExp(c *Context, model *BaseModel, definition_id string
 		"SaveModelPath":    path.Join(getDir(), result_path, "head", exp.Id),
 		"Depth":            classCount,
 		"StartPoint":       0,
+		"Host":             (*c.Handle).Config.Hostname,
 	}); err != nil {
 		return
 	}
@@ -648,6 +650,7 @@ func trainDefinitionExp(c *Context, model *BaseModel, definition_id string, load
 		"SaveModelPath":    path.Join(getDir(), result_path),
 		"Depth":            classCount,
 		"StartPoint":       0,
+		"Host":             (*c.Handle).Config.Hostname,
 	}); err != nil {
 		return
 	}
@@ -1618,7 +1621,7 @@ func trainExpandable(c *Context, model *BaseModel) {
 }
 
 func trainRetrain(c *Context, model *BaseModel, defId string) {
-    var err error
+	var err error
 
 	failed := func() {
 		ResetClasses(c, model)
@@ -1631,27 +1634,27 @@ func trainRetrain(c *Context, model *BaseModel, defId string) {
 	acc, err := trainDefinitionExpandExp(c, model, defId, false)
 	if err != nil {
 		c.Logger.Error("Failed to retrain the model", "err", err)
-        failed()
+		failed()
-        return
+		return
 
 	}
 	c.Logger.Info("Retrained model", "accuracy", acc)
 
-    // TODO check accuracy
+	// TODO check accuracy
 
-    err = UpdateStatus(c, "models", model.Id, READY)
+	err = UpdateStatus(c, "models", model.Id, READY)
-    if err != nil {
+	if err != nil {
-        failed()
+		failed()
-        return
+		return
-    }
+	}
 
-    c.Logger.Info("model updaded")
+	c.Logger.Info("model updaded")
 
 	_, err = c.Db.Exec("update model_classes set status=$1 where status=$2 and model_id=$3", MODEL_CLASS_STATUS_TRAINED, MODEL_CLASS_STATUS_TRAINING, model.Id)
 	if err != nil {
 		c.Logger.Error("Error while updating the classes", "error", err)
-        failed()
+		failed()
-        return
+		return
 	}
 }
 

logic/utils/config.go

@@ -0,0 +1,32 @@
+package utils
+
+import (
+	"os"
+
+	toml "github.com/BurntSushi/toml"
+	"github.com/charmbracelet/log"
+)
+
+type Config struct {
+	Hostname string
+	Port     int
+}
+
+func LoadConfig() Config {
+
+	log.Info("Loading the config file")
+
+	dat, err := os.ReadFile("./config.toml")
+	if err != nil {
+		log.Error("Failed to load config file", "err", err)
+		// Use default values
+		return Config{
+			Hostname: "localhost",
+			Port:     8000,
+		}
+	}
+
+	var conf Config
+	_, err = toml.Decode(string(dat), &conf)
+	return conf
+}

logic/utils/handler.go

@@ -42,6 +42,7 @@ type Handle struct {
 	gets    []HandleFunc
 	posts   []HandleFunc
 	deletes []HandleFunc
+	Config  Config
 }
 
 func decodeBody(r *http.Request) (string, *Error) {
@@ -89,7 +90,7 @@ func (x *Handle) handleGets(context *Context) {
 			return
 		}
 	}
-    context.ShowMessage = false
+	context.ShowMessage = false
 	handleError(&Error{404, "Endpoint not found"}, context)
 }
 
@@ -100,7 +101,7 @@ func (x *Handle) handlePosts(context *Context) {
 			return
 		}
 	}
-    context.ShowMessage = false
+	context.ShowMessage = false
 	handleError(&Error{404, "Endpoint not found"}, context)
 }
 
@@ -111,7 +112,7 @@ func (x *Handle) handleDeletes(context *Context) {
 			return
 		}
 	}
-    context.ShowMessage = false
+	context.ShowMessage = false
 	handleError(&Error{404, "Endpoint not found"}, context)
 }
 
@@ -138,6 +139,7 @@ type Context struct {
 	R           *http.Request
 	Tx          *sql.Tx
 	ShowMessage bool
+	Handle      *Handle
 }
 
 func (c Context) Prepare(str string) (*sql.Stmt, error) {
@@ -315,11 +317,12 @@ func (x Handle) createContext(handler *Handle, r *http.Request, w http.ResponseW
 	// TODO check that the token is still valid
 	if token == nil {
 		return &Context{
-			Logger: logger,
+			Logger:      logger,
-			Db:     handler.Db,
+			Db:          handler.Db,
-			Writer: w,
+			Writer:      w,
-			R:      r,
+			R:           r,
-            ShowMessage: true,
+			ShowMessage: true,
+			Handle:      &x,
 		}, nil
 	}
 
@@ -328,7 +331,7 @@ func (x Handle) createContext(handler *Handle, r *http.Request, w http.ResponseW
 		return nil, errors.Join(err, LogoffError)
 	}
 
-	return &Context{token, user, logger, handler.Db, w, r, nil, true}, nil
+	return &Context{token, user, logger, handler.Db, w, r, nil, true, &x}, nil
 }
 
 func contextlessLogoff(w http.ResponseWriter) {
@@ -468,12 +471,12 @@ func (x Handle) ReadTypesFilesApi(pathTest string, baseFilePath string, fileType
 	})
 }
 
-func NewHandler(db *sql.DB) *Handle {
+func NewHandler(db *sql.DB, config Config) *Handle {
 
 	var gets []HandleFunc
 	var posts []HandleFunc
 	var deletes []HandleFunc
-	x := &Handle{db, gets, posts, deletes}
+	x := &Handle{db, gets, posts, deletes, config}
 
 	http.HandleFunc("/", func(w http.ResponseWriter, r *http.Request) {
 
@@ -482,11 +485,11 @@ func NewHandler(db *sql.DB) *Handle {
 		w.Header().Add("Access-Control-Allow-Methods", "*")
 
 		// Decide answertype
-		if !(r.Header.Get("content-type") == "application/json" || r.Header.Get("response-type") == "application/json") {
+		/* if !(r.Header.Get("content-type") == "application/json" || r.Header.Get("response-type") == "application/json") {
 			w.WriteHeader(500)
 			w.Write([]byte("Please set content-type to application/json or set response-type to application/json\n"))
 			return
-		}
+		}*/
 
 		if !strings.HasPrefix(r.URL.Path, "/api") {
 			w.WriteHeader(404)
@@ -513,13 +516,13 @@ func NewHandler(db *sql.DB) *Handle {
 			x.handleDeletes(context)
 		} else if r.Method == "OPTIONS" {
 			// do nothing
-		} else  {
+		} else {
-		    panic("TODO handle method: " + r.Method)
+			panic("TODO handle method: " + r.Method)
-        }
+		}
 
-        if context.ShowMessage {
+		if context.ShowMessage {
-		    context.Logger.Info("Processed", "method", r.Method, "url", r.URL.Path)
+			context.Logger.Info("Processed", "method", r.Method, "url", r.URL.Path)
-        }
+		}
 	})
 
 	return x
@@ -528,10 +531,5 @@ func NewHandler(db *sql.DB) *Handle {
 func (x Handle) Startup() {
 	log.Info("Starting up!\n")
 
-	port := os.Getenv("PORT")
+	log.Fatal(http.ListenAndServe(fmt.Sprintf(":%d", x.Config.Port), nil))
-	if port == "" {
-		port = "8000"
-	}
-
-	log.Fatal(http.ListenAndServe(fmt.Sprintf(":%s", port), nil))
 }

main.go

@@ -33,8 +33,11 @@ func main() {
 	defer db.Close()
 	log.Info("Starting server on :5002!")
 
+    config := LoadConfig()
+    log.Info("Config loaded!", "config", config)
+
 	//TODO check if file structure exists to save data
-	handle := NewHandler(db)
+	handle := NewHandler(db, config)
 
 	// TODO remove this before commiting
 	_, err = db.Exec("update models set status=$1 where status=$2", models_utils.FAILED_TRAINING, models_utils.TRAINING)

views/py/python_model_template.py

@@ -9,9 +9,9 @@ import requests
 class NotifyServerCallback(tf.keras.callbacks.Callback):
     def on_epoch_end(self, epoch, log, *args, **kwargs):
         {{ if .HeadId }}
-        requests.get(f'http://localhost:8000/api/model/head/epoch/update?epoch={epoch + 1}&accuracy={log["accuracy"]}&head_id={{.HeadId}}')
+        requests.get(f'{{ .Host }}/api/model/head/epoch/update?epoch={epoch + 1}&accuracy={log["accuracy"]}&head_id={{.HeadId}}')
         {{ else }}
-        requests.get(f'http://localhost:8000/api/model/epoch/update?model_id={{.Model.Id}}&epoch={epoch + 1}&accuracy={log["accuracy"]}&definition={{.DefId}}')
+        requests.get(f'{{ .Host }}/api/model/epoch/update?model_id={{.Model.Id}}&epoch={epoch + 1}&accuracy={log["accuracy"]}&definition={{.DefId}}')
         {{end}}
 
 

views/py/python_model_template_expand.py

@@ -10,7 +10,7 @@ import numpy as np
 
 class NotifyServerCallback(tf.keras.callbacks.Callback):
     def on_epoch_end(self, epoch, log, *args, **kwargs):
-        requests.get(f'http://localhost:8000/api/model/head/epoch/update?epoch={epoch + 1}&accuracy={log["accuracy"]}&head_id={{.HeadId}}')
+        requests.get(f'{{ .Host }}/api/model/head/epoch/update?epoch={epoch + 1}&accuracy={log["accuracy"]}&head_id={{.HeadId}}')
 
 
 DATA_DIR = "{{ .DataDir }}"