runner-go #102
@ -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
|
||||
Status int
|
||||
Id string
|
||||
|
||||
ModelType int `db:"model_type"`
|
||||
ImageModeRaw string `db:"color_mode"`
|
||||
ImageMode int `db:"0"`
|
||||
Width int
|
||||
Height int
|
||||
Format string
|
||||
CanTrain int `db:"can_train"`
|
||||
Name string `json:"name"`
|
||||
Status int `json:"status"`
|
||||
Id string `json:"id"`
|
||||
ModelType int `db:"model_type" json:"model_type"`
|
||||
ImageModeRaw string `db:"color_mode" json:"image_more_raw"`
|
||||
ImageMode int `db:"0" json:"image_mode"`
|
||||
Width int `json:"width"`
|
||||
Height int `json:"height"`
|
||||
Format string `json:"format"`
|
||||
CanTrain int `db:"can_train" json:"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
|
||||
}
|
||||
|
@ -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
|
||||
|
||||
|
@ -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")
|
||||
})
|
||||
|
@ -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")
|
||||
|
@ -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
|
||||
}
|
||||
|
||||
|
@ -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,
|
||||
})
|
||||
|
||||
|
Loading…
Reference in New Issue
Block a user