modified shuguangai submit parameters
Former-commit-id: 5d86dc8ff44ea73e6a403bb4e9b0ea0b7d38be12
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88b3c355d8
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@ -28,21 +28,19 @@ import (
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)
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)
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const (
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const (
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RAM_SIZE_1G = 1024 // 1G
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RAM_SIZE_1G = 1024 // 1G
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WORKER_NUMBER = 1
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WORKER_NUMBER = 1
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WORKER_CPU_NUMBER = 5
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DCU = "dcu"
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WORKER_GPU_NUMBER = 1
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PYTORCH = "Pytorch"
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SHUGUANGAI_CUSTOM_RESOURCE_ID = "WodTB2rJ8SobMgQ1nrtR245jxOrsovFi"
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TASK_PYTORCH_PREFIX = "PytorchTask"
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SHUGUANGAI_CUSTOM_RESOURCE_NAME = "1*DCU, CPU:5, 内存:10GB"
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TENSORFLOW = "Tensorflow"
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DCU = "dcu"
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RESOURCE_GROUP = "wzhdtest"
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PYTORCH = "Pytorch"
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WorkPath = "/work/home/acgnnmfbwo/pcmv1/"
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TASK_PYTORCH_PREFIX = "PytorchTask"
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TimeoutLimit = "10:00:00"
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TENSORFLOW = "Tensorflow"
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PythonCodePath = "/work/home/acgnnmfbwo/111111/py/test.py"
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RESOURCE_GROUP = "wzhdtest"
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DATASETS_DIR = "/work/home/acgnnmfbwo/pcmv1/dataset"
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WorkPath = "/work/home/acgnnmfbwo/pcmv1/"
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ALGORITHM_DIR = "/work/home/acgnnmfbwo/pcmv1/algorithm"
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TimeoutLimit = "10:00:00"
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TRAIN_FILE = "train.py"
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PythonCodePath = "/work/home/acgnnmfbwo/111111/py/test.py"
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DATASETS_DIR = "/work/home/acgnnmfbwo/pcmv1/dataset"
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)
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)
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var RESOURCESGAIMAP = map[string]ResourceSpecSGAI{
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var RESOURCESGAIMAP = map[string]ResourceSpecSGAI{
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@ -120,7 +118,7 @@ func (s *ShuguangAi) QueryImageList() (interface{}, error) {
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return resp, nil
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return resp, nil
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}
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}
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func (s *ShuguangAi) SubmitPytorchTask(imageId string, cmd string, envs []string, params []string, resourceId string) (interface{}, error) {
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func (s *ShuguangAi) SubmitPytorchTask(imageId string, cmd string, envs []string, params []string, resourceId string, datasetsId string, algorithmId string) (interface{}, error) {
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//判断是否resourceId匹配自定义资源Id
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//判断是否resourceId匹配自定义资源Id
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_, isMapContainsKey := RESOURCESPECSAI[resourceId]
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_, isMapContainsKey := RESOURCESPECSAI[resourceId]
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if !isMapContainsKey {
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if !isMapContainsKey {
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@ -148,10 +146,15 @@ func (s *ShuguangAi) SubmitPytorchTask(imageId string, cmd string, envs []string
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env += s[0] + "=" + s[1] + SPACE
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env += s[0] + "=" + s[1] + SPACE
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}
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}
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//set paths
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paths := strings.Split(algorithmId, DASH)
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workPath := ALGORITHM_DIR + FORWARD_SLASH + paths[0] + FORWARD_SLASH + paths[1] + DASH + paths[2]
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codePath := workPath + FORWARD_SLASH + TRAIN_FILE
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req := &hpcAC.SubmitPytorchTaskReq{
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req := &hpcAC.SubmitPytorchTaskReq{
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Params: &hpcAC.SubmitPytorchTaskParams{
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Params: &hpcAC.SubmitPytorchTaskParams{
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TaskName: TASK_PYTORCH_PREFIX + UNDERSCORE + utils.RandomString(10),
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TaskName: TASK_PYTORCH_PREFIX + UNDERSCORE + utils.RandomString(10),
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WorkPath: WorkPath,
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WorkPath: workPath,
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IsDistributed: false,
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IsDistributed: false,
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IsHvd: false,
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IsHvd: false,
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Env: env,
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Env: env,
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@ -161,7 +164,7 @@ func (s *ShuguangAi) SubmitPytorchTask(imageId string, cmd string, envs []string
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WorkerNumber: WORKER_NUMBER,
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WorkerNumber: WORKER_NUMBER,
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ResourceGroup: RESOURCE_GROUP,
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ResourceGroup: RESOURCE_GROUP,
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TimeoutLimit: TimeoutLimit,
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TimeoutLimit: TimeoutLimit,
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PythonCodePath: PythonCodePath,
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PythonCodePath: codePath,
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PythonArg: pythonArg,
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PythonArg: pythonArg,
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},
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},
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}
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}
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@ -183,7 +186,7 @@ func updateSGAIRequestByResourceId(resourceId string, req *hpcAC.SubmitPytorchTa
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req.Params.WorkerRamSize = spec.RAM
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req.Params.WorkerRamSize = spec.RAM
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}
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}
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func (s *ShuguangAi) SubmitTensorflowTask(imageId string, cmd string, envs []string, params []string, resourceId string) (interface{}, error) {
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func (s *ShuguangAi) SubmitTensorflowTask(imageId string, cmd string, envs []string, params []string, resourceId string, datasetsId string, algorithmId string) (interface{}, error) {
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//req := &hpcAC.SubmitTensorflowTaskReq{
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//req := &hpcAC.SubmitTensorflowTaskReq{
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// Params: &hpcAC.SubmitTensorflowTaskParams{
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// Params: &hpcAC.SubmitTensorflowTaskParams{
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//
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//
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@ -193,16 +196,21 @@ func (s *ShuguangAi) SubmitTensorflowTask(imageId string, cmd string, envs []str
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}
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}
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func (s *ShuguangAi) SubmitTask(imageId string, cmd string, envs []string, params []string, resourceId string, datasetsId string, algorithmId string, aiType string) (interface{}, error) {
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func (s *ShuguangAi) SubmitTask(imageId string, cmd string, envs []string, params []string, resourceId string, datasetsId string, algorithmId string, aiType string) (interface{}, error) {
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// set algorithmId temporarily
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if algorithmId == "" {
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algorithmId = "pytorch-mnist-fully_connected_network"
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}
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// shuguangAi提交任务
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// shuguangAi提交任务
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switch aiType {
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switch aiType {
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case PYTORCH_TASK:
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case PYTORCH_TASK:
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task, err := s.SubmitPytorchTask(imageId, cmd, envs, params, resourceId)
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task, err := s.SubmitPytorchTask(imageId, cmd, envs, params, resourceId, datasetsId, algorithmId)
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if err != nil {
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if err != nil {
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return nil, err
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return nil, err
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}
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}
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return task, nil
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return task, nil
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case TENSORFLOW_TASK:
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case TENSORFLOW_TASK:
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task, err := s.SubmitTensorflowTask(imageId, cmd, envs, params, resourceId)
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task, err := s.SubmitTensorflowTask(imageId, cmd, envs, params, resourceId, datasetsId, algorithmId)
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if err != nil {
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if err != nil {
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return nil, err
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return nil, err
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}
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}
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@ -317,6 +325,10 @@ func (s *ShuguangAi) GenerateSubmitParams(option *option.AiOption) error {
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if err != nil {
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if err != nil {
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return err
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return err
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}
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}
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err = s.generateAlgorithmId(option)
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if err != nil {
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return err
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}
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err = s.generateCmd(option)
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err = s.generateCmd(option)
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if err != nil {
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if err != nil {
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return err
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return err
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@ -338,10 +350,50 @@ func (s *ShuguangAi) generateResourceId(option *option.AiOption) error {
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}
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}
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func (s *ShuguangAi) generateImageId(option *option.AiOption) error {
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func (s *ShuguangAi) generateImageId(option *option.AiOption) error {
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if option.TaskType == "" {
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return errors.New("TaskType not set")
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}
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taskType := strings.Title(option.TaskType)
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req := &hpcAC.GetImageListAiReq{
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AcceleratorType: DCU,
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TaskType: taskType,
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}
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resp, err := s.svcCtx.ACRpc.GetImageListAi(s.ctx, req)
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if err != nil {
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return err
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}
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if resp.Code != "0" {
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return errors.New("failed to get imageId")
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}
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return nil
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return nil
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}
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}
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func (s *ShuguangAi) generateAlgorithmId(option *option.AiOption) error {
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if option.DatasetsName == "" {
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return errors.New("DatasetsName not set")
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}
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req := &hpcAC.GetFileListReq{Limit: 100, Path: ALGORITHM_DIR + FORWARD_SLASH + option.TaskType, Start: 0}
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list, err := s.svcCtx.ACRpc.GetFileList(s.ctx, req)
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if err != nil {
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return err
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}
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if list.Code != "0" {
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return errors.New(list.Msg)
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}
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var algorithmId string
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for _, file := range list.Data.FileList {
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ns := strings.Split(file.Name, DASH)
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if ns[0] == option.DatasetsName {
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algorithmId = option.TaskType + DASH + file.Name
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option.AlgorithmId = algorithmId
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return nil
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}
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}
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return errors.New("failed to get AlgorithmId")
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}
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func (s *ShuguangAi) generateCmd(option *option.AiOption) error {
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func (s *ShuguangAi) generateCmd(option *option.AiOption) error {
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return nil
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return nil
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@ -44,6 +44,8 @@ const (
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SPACE = " "
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SPACE = " "
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UNDERSCORE = "_"
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UNDERSCORE = "_"
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EQUAL = "="
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EQUAL = "="
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DASH = "-"
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FORWARD_SLASH = "/"
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COMMA = ","
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COMMA = ","
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STAR = "*"
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STAR = "*"
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TYPE_OCTOPUS = "1"
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TYPE_OCTOPUS = "1"
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@ -526,27 +528,6 @@ func ConvertType(in interface{}, out interface{}, participant *models.StorelinkC
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}
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}
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return nil, nil
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return nil, nil
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case *hpcAC.GetResourceSpecResp:
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inresp := (interface{})(in).(*hpcAC.GetResourceSpecResp)
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switch (interface{})(out).(type) {
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case *types.GetResourceSpecsResp:
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resp := (interface{})(out).(*types.GetResourceSpecsResp)
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if inresp.Code != "0" {
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resp.Success = false
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resp.ResourceSpecs = nil
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} else {
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var spec types.ResourceSpecSl
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resp.Success = true
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spec.ParticipantName = participant.Name
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spec.ParticipantId = participant.Id
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spec.SpecName = SHUGUANGAI_CUSTOM_RESOURCE_NAME
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spec.SpecId = SHUGUANGAI_CUSTOM_RESOURCE_ID
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resp.ResourceSpecs = append(resp.ResourceSpecs, &spec)
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}
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return resp, nil
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}
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return nil, nil
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case *modelarts.TrainingJobFlavorsResp:
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case *modelarts.TrainingJobFlavorsResp:
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inresp := (interface{})(in).(*modelarts.TrainingJobFlavorsResp)
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inresp := (interface{})(in).(*modelarts.TrainingJobFlavorsResp)
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switch (interface{})(out).(type) {
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switch (interface{})(out).(type) {
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@ -862,23 +843,6 @@ func ConvertTypeOld[T any](in *T, participant *models.StorelinkCenter) (interfac
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resp.ResourceSpecs = append(resp.ResourceSpecs, &respec)
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resp.ResourceSpecs = append(resp.ResourceSpecs, &respec)
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}
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}
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return resp, nil
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case *hpcAC.GetResourceSpecResp:
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var resp types.GetResourceSpecsResp
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inresp := (interface{})(in).(*hpcAC.GetResourceSpecResp)
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if inresp.Code != "0" {
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resp.Success = false
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resp.ResourceSpecs = nil
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} else {
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var spec types.ResourceSpecSl
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resp.Success = true
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spec.ParticipantName = participant.Name
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spec.ParticipantId = participant.Id
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spec.SpecName = SHUGUANGAI_CUSTOM_RESOURCE_NAME
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spec.SpecId = SHUGUANGAI_CUSTOM_RESOURCE_ID
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resp.ResourceSpecs = append(resp.ResourceSpecs, &spec)
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}
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return resp, nil
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return resp, nil
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case *modelarts.TrainingJobFlavorsResp:
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case *modelarts.TrainingJobFlavorsResp:
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var resp types.GetResourceSpecsResp
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var resp types.GetResourceSpecsResp
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