@@ -146,6 +146,7 @@ type FindSpecsOptions struct { | |||||
ComputeResource string | ComputeResource string | ||||
Cluster string | Cluster string | ||||
AiCenterCode string | AiCenterCode string | ||||
SpecId int64 | |||||
} | } | ||||
type Specification struct { | type Specification struct { | ||||
@@ -315,7 +316,7 @@ func SyncGrampusSpecs(updateList []ResourceSpecification, insertList []ResourceS | |||||
return sess.Commit() | return sess.Commit() | ||||
} | } | ||||
func FindAvailableSpecs(opts FindSpecsOptions) ([]Specification, error) { | |||||
func FindAvailableSpecs(opts FindSpecsOptions) ([]*Specification, error) { | |||||
var cond = builder.NewCond() | var cond = builder.NewCond() | ||||
if opts.JobType != "" { | if opts.JobType != "" { | ||||
cond = cond.And(builder.Eq{"resource_scene.job_type": opts.JobType}) | cond = cond.And(builder.Eq{"resource_scene.job_type": opts.JobType}) | ||||
@@ -329,9 +330,12 @@ func FindAvailableSpecs(opts FindSpecsOptions) ([]Specification, error) { | |||||
if opts.AiCenterCode != "" { | if opts.AiCenterCode != "" { | ||||
cond = cond.And(builder.Eq{"resource_queue.ai_center_code": opts.AiCenterCode}) | cond = cond.And(builder.Eq{"resource_queue.ai_center_code": opts.AiCenterCode}) | ||||
} | } | ||||
if opts.SpecId > 0 { | |||||
cond = cond.And(builder.Eq{"resource_specification.id": opts.SpecId}) | |||||
} | |||||
cond = cond.And(builder.Or(builder.Eq{"resource_scene.delete_time": 0}, builder.IsNull{"resource_scene.delete_time"})) | cond = cond.And(builder.Or(builder.Eq{"resource_scene.delete_time": 0}, builder.IsNull{"resource_scene.delete_time"})) | ||||
r := make([]Specification, 0) | |||||
r := make([]*Specification, 0) | |||||
err := x.Where(cond). | err := x.Where(cond). | ||||
Join("INNER", "resource_scene_spec", "resource_scene_spec.spec_id = resource_specification.id"). | Join("INNER", "resource_scene_spec", "resource_scene_spec.spec_id = resource_specification.id"). | ||||
Join("INNER", "resource_scene", "resource_scene_spec.scene_id = resource_scene.id"). | Join("INNER", "resource_scene", "resource_scene_spec.scene_id = resource_scene.id"). | ||||
@@ -24,6 +24,7 @@ type CreateCloudBrainForm struct { | |||||
Params string `form:"run_para_list"` | Params string `form:"run_para_list"` | ||||
BranchName string `form:"branch_name"` | BranchName string `form:"branch_name"` | ||||
DatasetName string `form:"dataset_name"` | DatasetName string `form:"dataset_name"` | ||||
SpecId int64 `form:"spec_id"` | |||||
} | } | ||||
type CommitImageCloudBrainForm struct { | type CommitImageCloudBrainForm struct { | ||||
@@ -72,6 +73,7 @@ type CreateCloudBrainInferencForm struct { | |||||
CkptName string `form:"ckpt_name" binding:"Required"` | CkptName string `form:"ckpt_name" binding:"Required"` | ||||
LabelName string `form:"label_names" binding:"Required"` | LabelName string `form:"label_names" binding:"Required"` | ||||
DatasetName string `form:"dataset_name"` | DatasetName string `form:"dataset_name"` | ||||
SpecId int64 `form:"spec_id"` | |||||
} | } | ||||
func (f *CreateCloudBrainForm) Validate(ctx *macaron.Context, errs binding.Errors) binding.Errors { | func (f *CreateCloudBrainForm) Validate(ctx *macaron.Context, errs binding.Errors) binding.Errors { | ||||
@@ -79,6 +79,7 @@ type GenerateCloudBrainTaskReq struct { | |||||
ModelVersion string | ModelVersion string | ||||
CkptName string | CkptName string | ||||
LabelName string | LabelName string | ||||
Spec *models.Specification | |||||
} | } | ||||
func GetCloudbrainDebugCommand() string { | func GetCloudbrainDebugCommand() string { | ||||
@@ -227,50 +228,9 @@ func AdminOrImageCreaterRight(ctx *context.Context) { | |||||
} | } | ||||
func GenerateTask(req GenerateCloudBrainTaskReq) error { | func GenerateTask(req GenerateCloudBrainTaskReq) error { | ||||
var resourceSpec *models.ResourceSpec | |||||
var versionCount int | var versionCount int | ||||
if req.JobType == string(models.JobTypeTrain) { | if req.JobType == string(models.JobTypeTrain) { | ||||
versionCount = 1 | versionCount = 1 | ||||
if TrainResourceSpecs == nil { | |||||
json.Unmarshal([]byte(setting.TrainResourceSpecs), &TrainResourceSpecs) | |||||
} | |||||
for _, spec := range TrainResourceSpecs.ResourceSpec { | |||||
if req.ResourceSpecId == spec.Id { | |||||
resourceSpec = spec | |||||
break | |||||
} | |||||
} | |||||
} else if req.JobType == string(models.JobTypeInference) { | |||||
if InferenceResourceSpecs == nil { | |||||
json.Unmarshal([]byte(setting.InferenceResourceSpecs), &InferenceResourceSpecs) | |||||
} | |||||
for _, spec := range InferenceResourceSpecs.ResourceSpec { | |||||
if req.ResourceSpecId == spec.Id { | |||||
resourceSpec = spec | |||||
break | |||||
} | |||||
} | |||||
} else { | |||||
if ResourceSpecs == nil { | |||||
json.Unmarshal([]byte(setting.ResourceSpecs), &ResourceSpecs) | |||||
} | |||||
for _, spec := range ResourceSpecs.ResourceSpec { | |||||
if req.ResourceSpecId == spec.Id { | |||||
resourceSpec = spec | |||||
break | |||||
} | |||||
} | |||||
} | |||||
//如果没有匹配到spec信息,尝试从专属资源池获取 | |||||
if resourceSpec == nil && SpecialPools != nil { | |||||
resourceSpec = geMatchResourceSpec(req.JobType, req.GpuQueue, req.ResourceSpecId) | |||||
} | |||||
if resourceSpec == nil { | |||||
log.Error("no such resourceSpecId(%d)", req.ResourceSpecId, req.Ctx.Data["MsgID"]) | |||||
return errors.New("no such resourceSpec") | |||||
} | } | ||||
volumes := []models.Volume{ | volumes := []models.Volume{ | ||||
@@ -342,7 +302,7 @@ func GenerateTask(req GenerateCloudBrainTaskReq) error { | |||||
jobResult, err := CreateJob(req.JobName, models.CreateJobParams{ | jobResult, err := CreateJob(req.JobName, models.CreateJobParams{ | ||||
JobName: req.JobName, | JobName: req.JobName, | ||||
RetryCount: 1, | RetryCount: 1, | ||||
GpuType: req.GpuQueue, | |||||
GpuType: req.Spec.QueueCode, | |||||
Image: req.Image, | Image: req.Image, | ||||
TaskRoles: []models.TaskRole{ | TaskRoles: []models.TaskRole{ | ||||
{ | { | ||||
@@ -350,10 +310,10 @@ func GenerateTask(req GenerateCloudBrainTaskReq) error { | |||||
TaskNumber: 1, | TaskNumber: 1, | ||||
MinSucceededTaskCount: 1, | MinSucceededTaskCount: 1, | ||||
MinFailedTaskCount: 1, | MinFailedTaskCount: 1, | ||||
CPUNumber: resourceSpec.CpuNum, | |||||
GPUNumber: resourceSpec.GpuNum, | |||||
MemoryMB: resourceSpec.MemMiB, | |||||
ShmMB: resourceSpec.ShareMemMiB, | |||||
CPUNumber: req.Spec.CpuCores, | |||||
GPUNumber: req.Spec.AccCardsNum, | |||||
MemoryMB: int(req.Spec.MemGiB * 1024), | |||||
ShmMB: int(req.Spec.ShareMemGiB * 1024), | |||||
Command: req.Command, | Command: req.Command, | ||||
NeedIBDevice: false, | NeedIBDevice: false, | ||||
IsMainRole: false, | IsMainRole: false, | ||||
@@ -368,6 +368,17 @@ func CloudBrainCreate(ctx *context.Context, form auth.CreateCloudBrainForm) { | |||||
commitID, _ := ctx.Repo.GitRepo.GetBranchCommitID(branchName) | commitID, _ := ctx.Repo.GitRepo.GetBranchCommitID(branchName) | ||||
spec, err := resource.GetAndCheckSpec(ctx.User.ID, form.SpecId, models.FindSpecsOptions{ | |||||
JobType: models.JobType(jobType), | |||||
ComputeResource: models.GPU, | |||||
Cluster: models.OpenICluster, | |||||
AiCenterCode: models.AICenterOfCloudBrainOne}) | |||||
if err != nil || spec == nil { | |||||
cloudBrainNewDataPrepare(ctx) | |||||
ctx.RenderWithErr("Illegal resource specification", tpl, &form) | |||||
return | |||||
} | |||||
req := cloudbrain.GenerateCloudBrainTaskReq{ | req := cloudbrain.GenerateCloudBrainTaskReq{ | ||||
Ctx: ctx, | Ctx: ctx, | ||||
DisplayJobName: displayJobName, | DisplayJobName: displayJobName, | ||||
@@ -393,6 +404,7 @@ func CloudBrainCreate(ctx *context.Context, form auth.CreateCloudBrainForm) { | |||||
BenchmarkChildTypeID: 0, | BenchmarkChildTypeID: 0, | ||||
ResourceSpecId: resourceSpecId, | ResourceSpecId: resourceSpecId, | ||||
ResultPath: storage.GetMinioPath(jobName, cloudbrain.ResultPath+"/"), | ResultPath: storage.GetMinioPath(jobName, cloudbrain.ResultPath+"/"), | ||||
Spec: spec, | |||||
} | } | ||||
err = cloudbrain.GenerateTask(req) | err = cloudbrain.GenerateTask(req) | ||||
@@ -515,7 +527,16 @@ func CloudBrainInferenceJobCreate(ctx *context.Context, form auth.CreateCloudBra | |||||
ctx.RenderWithErr(ctx.Tr("cloudbrain.error.dataset_select"), tpl, &form) | ctx.RenderWithErr(ctx.Tr("cloudbrain.error.dataset_select"), tpl, &form) | ||||
return | return | ||||
} | } | ||||
spec, err := resource.GetAndCheckSpec(ctx.User.ID, form.SpecId, models.FindSpecsOptions{ | |||||
JobType: models.JobTypeInference, | |||||
ComputeResource: models.GPU, | |||||
Cluster: models.OpenICluster, | |||||
AiCenterCode: models.AICenterOfCloudBrainOne}) | |||||
if err != nil || spec == nil { | |||||
cloudBrainNewDataPrepare(ctx) | |||||
ctx.RenderWithErr("Illegal resource specification", tpl, &form) | |||||
return | |||||
} | |||||
req := cloudbrain.GenerateCloudBrainTaskReq{ | req := cloudbrain.GenerateCloudBrainTaskReq{ | ||||
Ctx: ctx, | Ctx: ctx, | ||||
DisplayJobName: displayJobName, | DisplayJobName: displayJobName, | ||||
@@ -544,6 +565,7 @@ func CloudBrainInferenceJobCreate(ctx *context.Context, form auth.CreateCloudBra | |||||
CkptName: form.CkptName, | CkptName: form.CkptName, | ||||
TrainUrl: form.TrainUrl, | TrainUrl: form.TrainUrl, | ||||
LabelName: labelName, | LabelName: labelName, | ||||
Spec: spec, | |||||
} | } | ||||
err = cloudbrain.GenerateTask(req) | err = cloudbrain.GenerateTask(req) | ||||
@@ -2453,6 +2475,17 @@ func BenchMarkAlgorithmCreate(ctx *context.Context, form auth.CreateCloudBrainFo | |||||
return | return | ||||
} | } | ||||
spec, err := resource.GetAndCheckSpec(ctx.User.ID, form.SpecId, models.FindSpecsOptions{ | |||||
JobType: models.JobTypeBenchmark, | |||||
ComputeResource: models.GPU, | |||||
Cluster: models.OpenICluster, | |||||
AiCenterCode: models.AICenterOfCloudBrainOne}) | |||||
if err != nil || spec == nil { | |||||
cloudBrainNewDataPrepare(ctx) | |||||
ctx.RenderWithErr("Illegal resource specification", tplCloudBrainBenchmarkNew, &form) | |||||
return | |||||
} | |||||
req := cloudbrain.GenerateCloudBrainTaskReq{ | req := cloudbrain.GenerateCloudBrainTaskReq{ | ||||
Ctx: ctx, | Ctx: ctx, | ||||
DisplayJobName: displayJobName, | DisplayJobName: displayJobName, | ||||
@@ -2478,6 +2511,7 @@ func BenchMarkAlgorithmCreate(ctx *context.Context, form auth.CreateCloudBrainFo | |||||
BenchmarkChildTypeID: benchmarkChildTypeID, | BenchmarkChildTypeID: benchmarkChildTypeID, | ||||
ResourceSpecId: resourceSpecId, | ResourceSpecId: resourceSpecId, | ||||
ResultPath: storage.GetMinioPath(jobName, cloudbrain.ResultPath+"/"), | ResultPath: storage.GetMinioPath(jobName, cloudbrain.ResultPath+"/"), | ||||
Spec: spec, | |||||
} | } | ||||
err = cloudbrain.GenerateTask(req) | err = cloudbrain.GenerateTask(req) | ||||
@@ -2581,7 +2615,16 @@ func ModelBenchmarkCreate(ctx *context.Context, form auth.CreateCloudBrainForm) | |||||
ctx.RenderWithErr(ctx.Tr("cloudbrain.error.dataset_select"), tpl, &form) | ctx.RenderWithErr(ctx.Tr("cloudbrain.error.dataset_select"), tpl, &form) | ||||
return | return | ||||
} | } | ||||
spec, err := resource.GetAndCheckSpec(ctx.User.ID, form.SpecId, models.FindSpecsOptions{ | |||||
JobType: models.JobTypeBenchmark, | |||||
ComputeResource: models.GPU, | |||||
Cluster: models.OpenICluster, | |||||
AiCenterCode: models.AICenterOfCloudBrainOne}) | |||||
if err != nil || spec == nil { | |||||
cloudBrainNewDataPrepare(ctx) | |||||
ctx.RenderWithErr("Illegal resource specification", tpl, &form) | |||||
return | |||||
} | |||||
req := cloudbrain.GenerateCloudBrainTaskReq{ | req := cloudbrain.GenerateCloudBrainTaskReq{ | ||||
Ctx: ctx, | Ctx: ctx, | ||||
DisplayJobName: displayJobName, | DisplayJobName: displayJobName, | ||||
@@ -2607,6 +2650,7 @@ func ModelBenchmarkCreate(ctx *context.Context, form auth.CreateCloudBrainForm) | |||||
BenchmarkChildTypeID: benchmarkChildTypeID, | BenchmarkChildTypeID: benchmarkChildTypeID, | ||||
ResourceSpecId: resourceSpecId, | ResourceSpecId: resourceSpecId, | ||||
ResultPath: storage.GetMinioPath(jobName, cloudbrain.ResultPath+"/"), | ResultPath: storage.GetMinioPath(jobName, cloudbrain.ResultPath+"/"), | ||||
Spec: spec, | |||||
} | } | ||||
err = cloudbrain.GenerateTask(req) | err = cloudbrain.GenerateTask(req) | ||||
@@ -185,18 +185,23 @@ func AddSpecOperateLog(doerId int64, operateType string, newValue, oldValue *mod | |||||
}) | }) | ||||
} | } | ||||
func FindAvailableSpecs(userId int64, opts models.FindSpecsOptions) ([]models.Specification, error) { | |||||
func FindAvailableSpecs(userId int64, opts models.FindSpecsOptions) ([]*models.Specification, error) { | |||||
r, err := models.FindAvailableSpecs(opts) | r, err := models.FindAvailableSpecs(opts) | ||||
if err != nil { | if err != nil { | ||||
log.Error("FindAvailableSpecs error.%v", err) | log.Error("FindAvailableSpecs error.%v", err) | ||||
return nil, err | return nil, err | ||||
} | } | ||||
specs := make([]models.Specification, 0, len(r)) | |||||
specs := make([]*models.Specification, 0, len(r)) | |||||
specMap := make(map[int64]string, 0) | |||||
//filter exclusive spec | //filter exclusive spec | ||||
for i := 0; i < len(r); i++ { | for i := 0; i < len(r); i++ { | ||||
spec := r[i] | spec := r[i] | ||||
if _, has := specMap[spec.ID]; has { | |||||
continue | |||||
} | |||||
if !spec.IsExclusive { | if !spec.IsExclusive { | ||||
specs = append(specs, spec) | specs = append(specs, spec) | ||||
specMap[spec.ID] = "" | |||||
continue | continue | ||||
} | } | ||||
orgs := strings.Split(spec.ExclusiveOrg, ";") | orgs := strings.Split(spec.ExclusiveOrg, ";") | ||||
@@ -204,8 +209,24 @@ func FindAvailableSpecs(userId int64, opts models.FindSpecsOptions) ([]models.Sp | |||||
isMember, _ := models.IsOrganizationMemberByOrgName(org, userId) | isMember, _ := models.IsOrganizationMemberByOrgName(org, userId) | ||||
if isMember { | if isMember { | ||||
specs = append(specs, spec) | specs = append(specs, spec) | ||||
specMap[spec.ID] = "" | |||||
} | } | ||||
} | } | ||||
} | } | ||||
return specs, err | return specs, err | ||||
} | } | ||||
func GetAndCheckSpec(userId int64, specId int64, opts models.FindSpecsOptions) (*models.Specification, error) { | |||||
if specId == 0 { | |||||
return nil, nil | |||||
} | |||||
opts.SpecId = specId | |||||
r, err := FindAvailableSpecs(userId, opts) | |||||
if err != nil { | |||||
return nil, err | |||||
} | |||||
if r == nil || len(r) == 0 { | |||||
return nil, nil | |||||
} | |||||
return r[0], nil | |||||
} |