From 9f9a99a3e5bf2b4f986f282bcaa721540fa52c40 Mon Sep 17 00:00:00 2001 From: andreyvelich Date: Tue, 19 Feb 2019 20:57:59 -0800 Subject: [PATCH 01/17] Initial commit --- pkg/controller/studyjob/katib_api_util.go | 13 +++++++++ pkg/controller/studyjob/utils.go | 35 +++++++++++++++++++++++ 2 files changed, 48 insertions(+) diff --git a/pkg/controller/studyjob/katib_api_util.go b/pkg/controller/studyjob/katib_api_util.go index 10fd19a79c8..f953c2117d2 100644 --- a/pkg/controller/studyjob/katib_api_util.go +++ b/pkg/controller/studyjob/katib_api_util.go @@ -30,6 +30,19 @@ func initializeStudy(instance *katibv1alpha1.StudyJob, ns string) error { return validErr } + //Validate HP job + if getJobType(instance) == jobTypeNAS { + if validJobErr := validateHPJob(instance); validJobErr != nil { + instance.Status.Condition = katibv1alpha1.ConditionFailed + return validJobErr + } + } else { + if validJobErr := validateNASJob(instance); validJobErr != nil { + instance.Status.Condition = katibv1alpha1.ConditionFailed + return validJobErr + } + } + if instance.Spec.SuggestionSpec.SuggestionAlgorithm == "" { instance.Spec.SuggestionSpec.SuggestionAlgorithm = "random" } diff --git a/pkg/controller/studyjob/utils.go b/pkg/controller/studyjob/utils.go index b0fae6e6d9c..80c666ecb98 100644 --- a/pkg/controller/studyjob/utils.go +++ b/pkg/controller/studyjob/utils.go @@ -14,6 +14,7 @@ package studyjob import ( "fmt" "log" + "reflect" katibapi "github.com/kubeflow/katib/pkg/api" katibv1alpha1 "github.com/kubeflow/katib/pkg/api/operators/apis/studyjob/v1alpha1" @@ -209,3 +210,37 @@ func contains(l []string, s string) bool { } return false } + +func validateHPJob(instance *katibv1alpha1.StudyJob) error { + log.Printf("Validation for the HP job") + if instance.Spec.ParameterConfigs == nil { + return fmt.Errorf("No Spec.ParameterConfigs specified") + } + err := validateParameterConfigs(instance.Spec.ParameterConfigs, jobTypeHP) + if err != nil { + return err + } + return nil +} + +func validateNASJob(instance *katibv1alpha1.StudyJob) error { + log.Printf("Validation for the NAS job") + return nil +} + +func validateParameterConfigs(parameterConfigs []katibv1alpha1.ParameterConfig, jobType string) error { + for _, pc := range parameterConfigs { + if pc.Name == "" { + return fmt.Errorf("Missed Name in ParameterConfig: %v", pc) + } + if pc.ParameterType == "" { + return fmt.Errorf("Missed ParameterType in ParameterConfig: %v", pc) + } + if pc.ParameterType == katibv1alpha1.ParameterTypeCategorical { + if reflect.DeepEqual(pc.Feasible, katibv1alpha1.FeasibleSpace{}) { + return fmt.Errorf("Missed Feasible in ParameterConfig: %v", pc) + } + } + } + return nil +} From 0b171abad928a638f190001d6dea53bcc61e5f18 Mon Sep 17 00:00:00 2001 From: andreyvelich Date: Wed, 20 Feb 2019 15:02:41 -0800 Subject: [PATCH 02/17] Add validation for NAS config --- pkg/controller/studyjob/utils.go | 56 +++++++++++++++++++++++++++++--- 1 file changed, 52 insertions(+), 4 deletions(-) diff --git a/pkg/controller/studyjob/utils.go b/pkg/controller/studyjob/utils.go index 80c666ecb98..34196bda348 100644 --- a/pkg/controller/studyjob/utils.go +++ b/pkg/controller/studyjob/utils.go @@ -225,20 +225,68 @@ func validateHPJob(instance *katibv1alpha1.StudyJob) error { func validateNASJob(instance *katibv1alpha1.StudyJob) error { log.Printf("Validation for the NAS job") + if instance.Spec.NasConfig == nil { + return fmt.Errorf("No Spec.NasConfig specified") + } + + if reflect.DeepEqual(instance.Spec.NasConfig.GraphConfig, katibv1alpha1.GraphConfig{}) { + return fmt.Errorf("Missing GraphConfig in NasConfig: %v", instance.Spec.NasConfig) + } + + if instance.Spec.NasConfig.GraphConfig.InputSize == nil { + return fmt.Errorf("Missing InputSize in NasConfig.GraphConfig: %v", instance.Spec.NasConfig.GraphConfig) + } + + if instance.Spec.NasConfig.GraphConfig.OutputSize == nil { + return fmt.Errorf("Missing OutputSize in NasConfig.GraphConfig: %v", instance.Spec.NasConfig.GraphConfig) + } + + if instance.Spec.NasConfig.GraphConfig.NumLayers == 0 { + return fmt.Errorf("Missing NumLayers in NasConfig.GraphConfig: %v", instance.Spec.NasConfig.GraphConfig) + } + + if instance.Spec.NasConfig.Operations == nil { + return fmt.Errorf("Missing Operations in NasConfig: %v", instance.Spec.NasConfig) + } + + for _, op := range instance.Spec.NasConfig.Operations { + if op.OperationType == "" { + return fmt.Errorf("Missing OperationType in Operation: %v", op) + } + err := validateParameterConfigs(op.ParameterConfigs, jobTypeNAS) + if err != nil { + return err + } + } + return nil } func validateParameterConfigs(parameterConfigs []katibv1alpha1.ParameterConfig, jobType string) error { for _, pc := range parameterConfigs { if pc.Name == "" { - return fmt.Errorf("Missed Name in ParameterConfig: %v", pc) + return fmt.Errorf("Missing Name in ParameterConfig: %v", pc) } if pc.ParameterType == "" { - return fmt.Errorf("Missed ParameterType in ParameterConfig: %v", pc) + return fmt.Errorf("Missing ParameterType in ParameterConfig: %v", pc) + } + if reflect.DeepEqual(pc.Feasible, katibv1alpha1.FeasibleSpace{}) { + return fmt.Errorf("Missing Feasible in ParameterConfig: %v", pc) } if pc.ParameterType == katibv1alpha1.ParameterTypeCategorical { - if reflect.DeepEqual(pc.Feasible, katibv1alpha1.FeasibleSpace{}) { - return fmt.Errorf("Missed Feasible in ParameterConfig: %v", pc) + if pc.Feasible.List == nil { + return fmt.Errorf("Missing List in ParameterConfig.Feasible: %v", pc.Feasible) + } + } + if pc.ParameterType == katibv1alpha1.ParameterTypeDouble || pc.ParameterType == katibv1alpha1.ParameterTypeInt { + if pc.Feasible.Min == "" { + return fmt.Errorf("Missing Min in ParameterConfig.Feasible: %v", pc.Feasible) + } + if pc.Feasible.Max == "" { + return fmt.Errorf("Missing Max in ParameterConfig.Feasible: %v", pc.Feasible) + } + if jobType == jobTypeNAS && pc.Feasible.Step == "" && pc.ParameterType == katibv1alpha1.ParameterTypeDouble { + return fmt.Errorf("Missing Step in ParameterConfig.Feasible for NAS job: %v", pc.Feasible) } } } From 46221b26bed53452df04eaaa848550c3a3daafc7 Mon Sep 17 00:00:00 2001 From: andreyvelich Date: Wed, 20 Feb 2019 15:50:00 -0800 Subject: [PATCH 03/17] Fix validation --- pkg/controller/studyjob/katib_api_util.go | 5 +++-- pkg/controller/studyjob/utils.go | 3 +++ 2 files changed, 6 insertions(+), 2 deletions(-) diff --git a/pkg/controller/studyjob/katib_api_util.go b/pkg/controller/studyjob/katib_api_util.go index f953c2117d2..c4f0c471456 100644 --- a/pkg/controller/studyjob/katib_api_util.go +++ b/pkg/controller/studyjob/katib_api_util.go @@ -30,13 +30,14 @@ func initializeStudy(instance *katibv1alpha1.StudyJob, ns string) error { return validErr } - //Validate HP job - if getJobType(instance) == jobTypeNAS { + if getJobType(instance) != jobTypeNAS { + //Validate HP job if validJobErr := validateHPJob(instance); validJobErr != nil { instance.Status.Condition = katibv1alpha1.ConditionFailed return validJobErr } } else { + //Validate NAS job if validJobErr := validateNASJob(instance); validJobErr != nil { instance.Status.Condition = katibv1alpha1.ConditionFailed return validJobErr diff --git a/pkg/controller/studyjob/utils.go b/pkg/controller/studyjob/utils.go index 34196bda348..a86080089f4 100644 --- a/pkg/controller/studyjob/utils.go +++ b/pkg/controller/studyjob/utils.go @@ -253,6 +253,9 @@ func validateNASJob(instance *katibv1alpha1.StudyJob) error { if op.OperationType == "" { return fmt.Errorf("Missing OperationType in Operation: %v", op) } + if op.ParameterConfigs == nil { + return fmt.Errorf("Missing ParameterConfig in Operation: %v", op) + } err := validateParameterConfigs(op.ParameterConfigs, jobTypeNAS) if err != nil { return err From c5c284f5c513cdd1df2db789f693ab9baccfde15 Mon Sep 17 00:00:00 2001 From: andreyvelich Date: Wed, 20 Feb 2019 18:17:31 -0800 Subject: [PATCH 04/17] Add algorithmType in NasConfig validation --- pkg/controller/studyjob/const.go | 11 ++++++----- pkg/controller/studyjob/utils.go | 10 +++++----- 2 files changed, 11 insertions(+), 10 deletions(-) diff --git a/pkg/controller/studyjob/const.go b/pkg/controller/studyjob/const.go index bce9bd15902..30827ab353d 100644 --- a/pkg/controller/studyjob/const.go +++ b/pkg/controller/studyjob/const.go @@ -12,11 +12,12 @@ limitations under the License. package studyjob const ( - DefaultJobWorker = "Job" - TFJobWorker = "TFJob" - PyTorchJobWorker = "PyTorchJob" - jobTypeNAS = "NAS" - jobTypeHP = "HP" + DefaultJobWorker = "Job" + TFJobWorker = "TFJob" + PyTorchJobWorker = "PyTorchJob" + jobTypeNAS = "NAS" + jobTypeHP = "HP" + suggestionAlgorithmRL = "nasrl" ) var ValidWorkerKindList = [...]string{DefaultJobWorker, TFJobWorker, PyTorchJobWorker} diff --git a/pkg/controller/studyjob/utils.go b/pkg/controller/studyjob/utils.go index 978a379708a..9350ee3297e 100644 --- a/pkg/controller/studyjob/utils.go +++ b/pkg/controller/studyjob/utils.go @@ -212,7 +212,7 @@ func validateHPJob(instance *katibv1alpha1.StudyJob) error { if instance.Spec.ParameterConfigs == nil { return fmt.Errorf("No Spec.ParameterConfigs specified") } - err := validateParameterConfigs(instance.Spec.ParameterConfigs, jobTypeHP) + err := validateParameterConfigs(instance.Spec.ParameterConfigs, jobTypeHP, instance.Spec.SuggestionSpec.SuggestionAlgorithm) if err != nil { return err } @@ -237,7 +237,7 @@ func validateNASJob(instance *katibv1alpha1.StudyJob) error { return fmt.Errorf("Missing OutputSize in NasConfig.GraphConfig: %v", instance.Spec.NasConfig.GraphConfig) } - if instance.Spec.NasConfig.GraphConfig.NumLayers == 0 { + if instance.Spec.NasConfig.GraphConfig.NumLayers == 0 && instance.Spec.SuggestionSpec.SuggestionAlgorithm == suggestionAlgorithmRL { return fmt.Errorf("Missing NumLayers in NasConfig.GraphConfig: %v", instance.Spec.NasConfig.GraphConfig) } @@ -252,7 +252,7 @@ func validateNASJob(instance *katibv1alpha1.StudyJob) error { if op.ParameterConfigs == nil { return fmt.Errorf("Missing ParameterConfig in Operation: %v", op) } - err := validateParameterConfigs(op.ParameterConfigs, jobTypeNAS) + err := validateParameterConfigs(op.ParameterConfigs, jobTypeNAS, instance.Spec.SuggestionSpec.SuggestionAlgorithm) if err != nil { return err } @@ -261,7 +261,7 @@ func validateNASJob(instance *katibv1alpha1.StudyJob) error { return nil } -func validateParameterConfigs(parameterConfigs []katibv1alpha1.ParameterConfig, jobType string) error { +func validateParameterConfigs(parameterConfigs []katibv1alpha1.ParameterConfig, jobType string, suggestionAlgorithm string) error { for _, pc := range parameterConfigs { if pc.Name == "" { return fmt.Errorf("Missing Name in ParameterConfig: %v", pc) @@ -284,7 +284,7 @@ func validateParameterConfigs(parameterConfigs []katibv1alpha1.ParameterConfig, if pc.Feasible.Max == "" { return fmt.Errorf("Missing Max in ParameterConfig.Feasible: %v", pc.Feasible) } - if jobType == jobTypeNAS && pc.Feasible.Step == "" && pc.ParameterType == katibv1alpha1.ParameterTypeDouble { + if jobType == jobTypeNAS && pc.Feasible.Step == "" && pc.ParameterType == katibv1alpha1.ParameterTypeDouble && suggestionAlgorithm == suggestionAlgorithmRL { return fmt.Errorf("Missing Step in ParameterConfig.Feasible for NAS job: %v", pc.Feasible) } } From 36958e0196968ad1a0f544b820a95b84d4a0876e Mon Sep 17 00:00:00 2001 From: andreyvelich Date: Wed, 20 Feb 2019 20:57:02 -0800 Subject: [PATCH 05/17] Add Discrete ParameterType to validation --- pkg/controller/studyjob/utils.go | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pkg/controller/studyjob/utils.go b/pkg/controller/studyjob/utils.go index 9350ee3297e..8e7773094d1 100644 --- a/pkg/controller/studyjob/utils.go +++ b/pkg/controller/studyjob/utils.go @@ -272,7 +272,7 @@ func validateParameterConfigs(parameterConfigs []katibv1alpha1.ParameterConfig, if reflect.DeepEqual(pc.Feasible, katibv1alpha1.FeasibleSpace{}) { return fmt.Errorf("Missing Feasible in ParameterConfig: %v", pc) } - if pc.ParameterType == katibv1alpha1.ParameterTypeCategorical { + if pc.ParameterType == katibv1alpha1.ParameterTypeCategorical || pc.ParameterType == katibv1alpha1.ParameterTypeDiscrete { if pc.Feasible.List == nil { return fmt.Errorf("Missing List in ParameterConfig.Feasible: %v", pc.Feasible) } From 76f8397980979ae2c97932330196933e23d4cfd4 Mon Sep 17 00:00:00 2001 From: andreyvelich Date: Thu, 21 Feb 2019 14:14:27 -0800 Subject: [PATCH 06/17] Move validation to webhook Change GetJobType function Make a list with NAS algorithms --- pkg/controller/studyjob/const.go | 14 +++++----- pkg/controller/studyjob/katib_api_util.go | 24 +++-------------- pkg/controller/studyjob/utils.go | 33 +++++++++++++++-------- 3 files changed, 33 insertions(+), 38 deletions(-) diff --git a/pkg/controller/studyjob/const.go b/pkg/controller/studyjob/const.go index 30827ab353d..2d9b268d343 100644 --- a/pkg/controller/studyjob/const.go +++ b/pkg/controller/studyjob/const.go @@ -12,12 +12,14 @@ limitations under the License. package studyjob const ( - DefaultJobWorker = "Job" - TFJobWorker = "TFJob" - PyTorchJobWorker = "PyTorchJob" - jobTypeNAS = "NAS" - jobTypeHP = "HP" - suggestionAlgorithmRL = "nasrl" + DefaultJobWorker = "Job" + TFJobWorker = "TFJob" + PyTorchJobWorker = "PyTorchJob" + jobTypeNAS = "NAS" + jobTypeHP = "HP" + suggestionNASRL = "nasrl" ) var ValidWorkerKindList = [...]string{DefaultJobWorker, TFJobWorker, PyTorchJobWorker} + +var suggestionNASList = []string{suggestionNASRL} diff --git a/pkg/controller/studyjob/katib_api_util.go b/pkg/controller/studyjob/katib_api_util.go index 8026c995bff..6ee4c85809a 100644 --- a/pkg/controller/studyjob/katib_api_util.go +++ b/pkg/controller/studyjob/katib_api_util.go @@ -25,24 +25,6 @@ import ( ) func initializeStudy(instance *katibv1alpha1.StudyJob) error { - if validErr := validateStudy(instance); validErr != nil { - instance.Status.Condition = katibv1alpha1.ConditionFailed - return validErr - } - - if getJobType(instance) != jobTypeNAS { - //Validate HP job - if validJobErr := validateHPJob(instance); validJobErr != nil { - instance.Status.Condition = katibv1alpha1.ConditionFailed - return validJobErr - } - } else { - //Validate NAS job - if validJobErr := validateNASJob(instance); validJobErr != nil { - instance.Status.Condition = katibv1alpha1.ConditionFailed - return validJobErr - } - } if instance.Spec.SuggestionSpec.SuggestionAlgorithm == "" { instance.Spec.SuggestionSpec.SuggestionAlgorithm = "random" @@ -92,15 +74,15 @@ func initializeStudy(instance *katibv1alpha1.StudyJob) error { } func getStudyConf(instance *katibv1alpha1.StudyJob) (*katibapi.StudyConfig, error) { - jobType := getJobType(instance) + jobType := getJobType(instance.Spec.SuggestionSpec.SuggestionAlgorithm) if jobType == jobTypeNAS { return populateConfigForNAS(instance) } return populateConfigForHP(instance) } -func getJobType(instance *katibv1alpha1.StudyJob) string { - if instance.Spec.NasConfig != nil { +func getJobType(suggestionAlgorithm string) string { + if contains(suggestionNASList, suggestionAlgorithm) { return jobTypeNAS } return jobTypeHP diff --git a/pkg/controller/studyjob/utils.go b/pkg/controller/studyjob/utils.go index 8e7773094d1..713518a47f3 100644 --- a/pkg/controller/studyjob/utils.go +++ b/pkg/controller/studyjob/utils.go @@ -102,6 +102,21 @@ func getWorkerKind(workerSpec *katibv1alpha1.WorkerSpec) (*schema.GroupVersionKi } func validateStudy(instance *katibv1alpha1.StudyJob) error { + + if getJobType(instance.Spec.SuggestionSpec.SuggestionAlgorithm) != jobTypeNAS { + //Validate HP job + if validJobErr := validateHPJob(instance); validJobErr != nil { + instance.Status.Condition = katibv1alpha1.ConditionFailed + return validJobErr + } + } else { + //Validate NAS job + if validJobErr := validateNASJob(instance); validJobErr != nil { + instance.Status.Condition = katibv1alpha1.ConditionFailed + return validJobErr + } + } + if instance.Spec.SuggestionSpec == nil { return fmt.Errorf("No Spec.SuggestionSpec specified.") } @@ -156,6 +171,7 @@ func validateStudy(instance *katibv1alpha1.StudyJob) error { if mcjob.GetNamespace() != namespace || mcjob.GetName() != workerID { return fmt.Errorf("Invalid metricsCollector template.") } + return nil } @@ -212,14 +228,12 @@ func validateHPJob(instance *katibv1alpha1.StudyJob) error { if instance.Spec.ParameterConfigs == nil { return fmt.Errorf("No Spec.ParameterConfigs specified") } - err := validateParameterConfigs(instance.Spec.ParameterConfigs, jobTypeHP, instance.Spec.SuggestionSpec.SuggestionAlgorithm) - if err != nil { - return err - } - return nil + return validateParameterConfigs(instance.Spec.ParameterConfigs, jobTypeHP, instance.Spec.SuggestionSpec.SuggestionAlgorithm) + } func validateNASJob(instance *katibv1alpha1.StudyJob) error { + log.Printf("Validation for the NAS job") if instance.Spec.NasConfig == nil { return fmt.Errorf("No Spec.NasConfig specified") @@ -237,7 +251,7 @@ func validateNASJob(instance *katibv1alpha1.StudyJob) error { return fmt.Errorf("Missing OutputSize in NasConfig.GraphConfig: %v", instance.Spec.NasConfig.GraphConfig) } - if instance.Spec.NasConfig.GraphConfig.NumLayers == 0 && instance.Spec.SuggestionSpec.SuggestionAlgorithm == suggestionAlgorithmRL { + if instance.Spec.NasConfig.GraphConfig.NumLayers == 0 && contains(suggestionNASList, instance.Spec.SuggestionSpec.SuggestionAlgorithm) { return fmt.Errorf("Missing NumLayers in NasConfig.GraphConfig: %v", instance.Spec.NasConfig.GraphConfig) } @@ -252,10 +266,7 @@ func validateNASJob(instance *katibv1alpha1.StudyJob) error { if op.ParameterConfigs == nil { return fmt.Errorf("Missing ParameterConfig in Operation: %v", op) } - err := validateParameterConfigs(op.ParameterConfigs, jobTypeNAS, instance.Spec.SuggestionSpec.SuggestionAlgorithm) - if err != nil { - return err - } + return validateParameterConfigs(op.ParameterConfigs, jobTypeNAS, instance.Spec.SuggestionSpec.SuggestionAlgorithm) } return nil @@ -284,7 +295,7 @@ func validateParameterConfigs(parameterConfigs []katibv1alpha1.ParameterConfig, if pc.Feasible.Max == "" { return fmt.Errorf("Missing Max in ParameterConfig.Feasible: %v", pc.Feasible) } - if jobType == jobTypeNAS && pc.Feasible.Step == "" && pc.ParameterType == katibv1alpha1.ParameterTypeDouble && suggestionAlgorithm == suggestionAlgorithmRL { + if jobType == jobTypeNAS && pc.Feasible.Step == "" && pc.ParameterType == katibv1alpha1.ParameterTypeDouble && contains(suggestionNASList, suggestionAlgorithm) { return fmt.Errorf("Missing Step in ParameterConfig.Feasible for NAS job: %v", pc.Feasible) } } From c3e54cb43f4c932bd785cc83b191315fdda159bf Mon Sep 17 00:00:00 2001 From: andreyvelich Date: Tue, 26 Feb 2019 19:48:17 -0800 Subject: [PATCH 07/17] Add ValidateSuggestionParameters function in Katib API --- cmd/manager/main.go | 19 + pkg/api/api.pb.go | 483 +++++++++++++--------- pkg/api/api.pb.gw.go | 46 +++ pkg/api/api.proto | 19 + pkg/api/api.swagger.json | 53 +++ pkg/api/gen-doc/api.md | 35 ++ pkg/api/gen-doc/index.html | 75 ++++ pkg/api/python/api_pb2.py | 164 +++++++- pkg/api/python/api_pb2_grpc.py | 18 + pkg/controller/studyjob/katib_api_util.go | 44 ++ pkg/controller/studyjob/utils.go | 14 - 11 files changed, 750 insertions(+), 220 deletions(-) diff --git a/cmd/manager/main.go b/cmd/manager/main.go index 67611edbdd7..96a3ab7527d 100644 --- a/cmd/manager/main.go +++ b/cmd/manager/main.go @@ -115,6 +115,25 @@ func (s *server) GetSuggestions(ctx context.Context, in *api_pb.GetSuggestionsRe return r, nil } +func (s *server) ValidateSuggestionParameters(ctx context.Context, in *api_pb.ValidateSuggestionParametersRequest) (*api_pb.ValidateSuggestionParametersReply, error) { + if in.SuggestionAlgorithm == "" { + return &api_pb.ValidateSuggestionParametersReply{IsValid: false}, errors.New("No suggest algorithm specified") + } + conn, err := grpc.Dial("vizier-suggestion-"+in.SuggestionAlgorithm+":6789", grpc.WithInsecure()) + if err != nil { + return &api_pb.ValidateSuggestionParametersReply{IsValid: false}, err + } + defer conn.Close() + c := api_pb.NewManagerClient(conn) + + r, err := c.ValidateSuggestionParameters(ctx, in) + + if err != nil { + return &api_pb.ValidateSuggestionParametersReply{IsValid: false}, err + } + return r, nil +} + func (s *server) RegisterWorker(ctx context.Context, in *api_pb.RegisterWorkerRequest) (*api_pb.RegisterWorkerReply, error) { wid, err := dbIf.CreateWorker(in.Worker) return &api_pb.RegisterWorkerReply{WorkerId: wid}, err diff --git a/pkg/api/api.pb.go b/pkg/api/api.pb.go index 9044ae2ce8e..0ce5be21fb2 100644 --- a/pkg/api/api.pb.go +++ b/pkg/api/api.pb.go @@ -86,6 +86,8 @@ It has these top-level messages: GetEarlyStoppingParameterListRequest EarlyStoppingParameterSet GetEarlyStoppingParameterListReply + ValidateSuggestionParametersRequest + ValidateSuggestionParametersReply */ package api @@ -2198,6 +2200,58 @@ func (m *GetEarlyStoppingParameterListReply) GetEarlyStoppingParameterSets() []* return nil } +type ValidateSuggestionParametersRequest struct { + StudyConfig *StudyConfig `protobuf:"bytes,1,opt,name=study_config,json=studyConfig" json:"study_config,omitempty"` + SuggestionAlgorithm string `protobuf:"bytes,2,opt,name=suggestion_algorithm,json=suggestionAlgorithm" json:"suggestion_algorithm,omitempty"` + SuggestionParameters []*SuggestionParameter `protobuf:"bytes,3,rep,name=suggestion_parameters,json=suggestionParameters" json:"suggestion_parameters,omitempty"` +} + +func (m *ValidateSuggestionParametersRequest) Reset() { *m = ValidateSuggestionParametersRequest{} } +func (m *ValidateSuggestionParametersRequest) String() string { return proto.CompactTextString(m) } +func (*ValidateSuggestionParametersRequest) ProtoMessage() {} +func (*ValidateSuggestionParametersRequest) Descriptor() ([]byte, []int) { + return fileDescriptor0, []int{78} +} + +func (m *ValidateSuggestionParametersRequest) GetStudyConfig() *StudyConfig { + if m != nil { + return m.StudyConfig + } + return nil +} + +func (m *ValidateSuggestionParametersRequest) GetSuggestionAlgorithm() string { + if m != nil { + return m.SuggestionAlgorithm + } + return "" +} + +func (m *ValidateSuggestionParametersRequest) GetSuggestionParameters() []*SuggestionParameter { + if m != nil { + return m.SuggestionParameters + } + return nil +} + +type ValidateSuggestionParametersReply struct { + IsValid bool `protobuf:"varint,1,opt,name=is_valid,json=isValid" json:"is_valid,omitempty"` +} + +func (m *ValidateSuggestionParametersReply) Reset() { *m = ValidateSuggestionParametersReply{} } +func (m *ValidateSuggestionParametersReply) String() string { return proto.CompactTextString(m) } +func (*ValidateSuggestionParametersReply) ProtoMessage() {} +func (*ValidateSuggestionParametersReply) Descriptor() ([]byte, []int) { + return fileDescriptor0, []int{79} +} + +func (m *ValidateSuggestionParametersReply) GetIsValid() bool { + if m != nil { + return m.IsValid + } + return false +} + func init() { proto.RegisterType((*FeasibleSpace)(nil), "api.FeasibleSpace") proto.RegisterType((*ParameterConfig)(nil), "api.ParameterConfig") @@ -2280,6 +2334,8 @@ func init() { proto.RegisterType((*GetEarlyStoppingParameterListRequest)(nil), "api.GetEarlyStoppingParameterListRequest") proto.RegisterType((*EarlyStoppingParameterSet)(nil), "api.EarlyStoppingParameterSet") proto.RegisterType((*GetEarlyStoppingParameterListReply)(nil), "api.GetEarlyStoppingParameterListReply") + proto.RegisterType((*ValidateSuggestionParametersRequest)(nil), "api.ValidateSuggestionParametersRequest") + proto.RegisterType((*ValidateSuggestionParametersReply)(nil), "api.ValidateSuggestionParametersReply") proto.RegisterEnum("api.ParameterType", ParameterType_name, ParameterType_value) proto.RegisterEnum("api.OptimizationType", OptimizationType_name, OptimizationType_value) proto.RegisterEnum("api.State", State_name, State_value) @@ -2365,6 +2421,9 @@ type ManagerClient interface { ReportMetricsLogs(ctx context.Context, in *ReportMetricsLogsRequest, opts ...grpc.CallOption) (*ReportMetricsLogsReply, error) GetSavedStudies(ctx context.Context, in *GetSavedStudiesRequest, opts ...grpc.CallOption) (*GetSavedStudiesReply, error) GetSavedModels(ctx context.Context, in *GetSavedModelsRequest, opts ...grpc.CallOption) (*GetSavedModelsReply, error) + // * + // Validate Suggestion Parameters from Study Job. + ValidateSuggestionParameters(ctx context.Context, in *ValidateSuggestionParametersRequest, opts ...grpc.CallOption) (*ValidateSuggestionParametersReply, error) } type managerClient struct { @@ -2600,6 +2659,15 @@ func (c *managerClient) GetSavedModels(ctx context.Context, in *GetSavedModelsRe return out, nil } +func (c *managerClient) ValidateSuggestionParameters(ctx context.Context, in *ValidateSuggestionParametersRequest, opts ...grpc.CallOption) (*ValidateSuggestionParametersReply, error) { + out := new(ValidateSuggestionParametersReply) + err := grpc.Invoke(ctx, "/api.Manager/ValidateSuggestionParameters", in, out, c.cc, opts...) + if err != nil { + return nil, err + } + return out, nil +} + // Server API for Manager service type ManagerServer interface { @@ -2672,6 +2740,9 @@ type ManagerServer interface { ReportMetricsLogs(context.Context, *ReportMetricsLogsRequest) (*ReportMetricsLogsReply, error) GetSavedStudies(context.Context, *GetSavedStudiesRequest) (*GetSavedStudiesReply, error) GetSavedModels(context.Context, *GetSavedModelsRequest) (*GetSavedModelsReply, error) + // * + // Validate Suggestion Parameters from Study Job. + ValidateSuggestionParameters(context.Context, *ValidateSuggestionParametersRequest) (*ValidateSuggestionParametersReply, error) } func RegisterManagerServer(s *grpc.Server, srv ManagerServer) { @@ -3128,6 +3199,24 @@ func _Manager_GetSavedModels_Handler(srv interface{}, ctx context.Context, dec f return interceptor(ctx, in, info, handler) } +func _Manager_ValidateSuggestionParameters_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ValidateSuggestionParametersRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(ManagerServer).ValidateSuggestionParameters(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/api.Manager/ValidateSuggestionParameters", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(ManagerServer).ValidateSuggestionParameters(ctx, req.(*ValidateSuggestionParametersRequest)) + } + return interceptor(ctx, in, info, handler) +} + var _Manager_serviceDesc = grpc.ServiceDesc{ ServiceName: "api.Manager", HandlerType: (*ManagerServer)(nil), @@ -3232,6 +3321,10 @@ var _Manager_serviceDesc = grpc.ServiceDesc{ MethodName: "GetSavedModels", Handler: _Manager_GetSavedModels_Handler, }, + { + MethodName: "ValidateSuggestionParameters", + Handler: _Manager_ValidateSuggestionParameters_Handler, + }, }, Streams: []grpc.StreamDesc{}, Metadata: "api.proto", @@ -3368,197 +3461,201 @@ var _EarlyStopping_serviceDesc = grpc.ServiceDesc{ func init() { proto.RegisterFile("api.proto", fileDescriptor0) } var fileDescriptor0 = []byte{ - // 3060 bytes of a gzipped FileDescriptorProto - 0x1f, 0x8b, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xff, 0xbc, 0x5a, 0x4b, 0x73, 0x1b, 0xc7, - 0xf1, 0xf7, 0x12, 0x7c, 0xa1, 0x41, 0x82, 0xd0, 0xf0, 0x05, 0x82, 0x22, 0x45, 0x8e, 0x68, 0x49, - 0xd6, 0x83, 0xb4, 0x21, 0xbf, 0x44, 0xcb, 0x7f, 0x97, 0x44, 0xd2, 0xfc, 0xa3, 0x4c, 0x82, 0xac, - 0x25, 0x14, 0xfa, 0x51, 0x65, 0xd4, 0x92, 0x18, 0x42, 0x2b, 0x03, 0xd8, 0x0d, 0x76, 0x29, 0x99, - 0x72, 0xf9, 0x92, 0x4b, 0x72, 0x49, 0x95, 0x93, 0x54, 0x2e, 0x39, 0xf8, 0x98, 0x0f, 0x90, 0x2a, - 0x57, 0x2a, 0x97, 0x5c, 0x72, 0xca, 0x21, 0xa7, 0x54, 0xaa, 0xf2, 0x01, 0x72, 0x4b, 0x3e, 0x44, - 0x6a, 0x7a, 0x66, 0x77, 0x67, 0x17, 0xbb, 0x0b, 0x58, 0xb2, 0x73, 0xc3, 0xce, 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0x5c, 0xeb, 0x81, 0x92, 0xe3, 0x7a, 0x0d, 0x71, 0xad, 0xd1, 0x1b, 0x01, 0x5c, 0x49, 0x7c, 0x1b, + 0xda, 0xcd, 0x62, 0x05, 0xc0, 0xdf, 0x22, 0xef, 0xff, 0x30, 0xb7, 0x80, 0xa2, 0x09, 0xa3, 0x81, + 0xcc, 0x21, 0x1f, 0xfd, 0x58, 0xdd, 0xfe, 0x78, 0x10, 0xff, 0x87, 0xfa, 0xee, 0x7f, 0x03, 0x00, + 0x00, 0xff, 0xff, 0xe4, 0x21, 0xae, 0x36, 0x73, 0x2d, 0x00, 0x00, } diff --git a/pkg/api/api.pb.gw.go b/pkg/api/api.pb.gw.go index 8903e6991ec..85178b392d3 100644 --- a/pkg/api/api.pb.gw.go +++ b/pkg/api/api.pb.gw.go @@ -469,6 +469,19 @@ func request_Manager_GetSavedModels_0(ctx context.Context, marshaler runtime.Mar } +func request_Manager_ValidateSuggestionParameters_0(ctx context.Context, marshaler runtime.Marshaler, client ManagerClient, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) { + var protoReq ValidateSuggestionParametersRequest + var metadata runtime.ServerMetadata + + if err := marshaler.NewDecoder(req.Body).Decode(&protoReq); err != nil { + return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err) + } + + msg, err := client.ValidateSuggestionParameters(ctx, &protoReq, grpc.Header(&metadata.HeaderMD), grpc.Trailer(&metadata.TrailerMD)) + return msg, metadata, err + +} + // RegisterManagerHandlerFromEndpoint is same as RegisterManagerHandler but // automatically dials to "endpoint" and closes the connection when "ctx" gets done. func RegisterManagerHandlerFromEndpoint(ctx context.Context, mux *runtime.ServeMux, endpoint string, opts []grpc.DialOption) (err error) { @@ -1224,6 +1237,35 @@ func RegisterManagerHandler(ctx context.Context, mux *runtime.ServeMux, conn *gr }) + mux.Handle("POST", pattern_Manager_ValidateSuggestionParameters_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) { + ctx, cancel := context.WithCancel(ctx) + defer cancel() + if cn, ok := w.(http.CloseNotifier); ok { + go func(done <-chan struct{}, closed <-chan bool) { + select { + case <-done: + case <-closed: + cancel() + } + }(ctx.Done(), cn.CloseNotify()) + } + inboundMarshaler, outboundMarshaler := runtime.MarshalerForRequest(mux, req) + rctx, err := runtime.AnnotateContext(ctx, mux, req) + if err != nil { + runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err) + return + } + resp, md, err := request_Manager_ValidateSuggestionParameters_0(rctx, inboundMarshaler, client, req, pathParams) + ctx = runtime.NewServerMetadataContext(ctx, md) + if err != nil { + runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err) + return + } + + forward_Manager_ValidateSuggestionParameters_0(ctx, mux, outboundMarshaler, w, req, resp, mux.GetForwardResponseOptions()...) + + }) + return nil } @@ -1277,6 +1319,8 @@ var ( pattern_Manager_GetSavedStudies_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 2, 2}, []string{"api", "Manager", "GetSavedStudies"}, "")) pattern_Manager_GetSavedModels_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 2, 2}, []string{"api", "Manager", "GetSavedModels"}, "")) + + pattern_Manager_ValidateSuggestionParameters_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 2, 2}, []string{"api", "Manager", "ValidateSuggestionParameters"}, "")) ) var ( @@ -1329,4 +1373,6 @@ var ( forward_Manager_GetSavedStudies_0 = runtime.ForwardResponseMessage forward_Manager_GetSavedModels_0 = runtime.ForwardResponseMessage + + forward_Manager_ValidateSuggestionParameters_0 = runtime.ForwardResponseMessage ) diff --git a/pkg/api/api.proto b/pkg/api/api.proto index 7511123567c..c3338b05a92 100644 --- a/pkg/api/api.proto +++ b/pkg/api/api.proto @@ -212,6 +212,15 @@ service Manager { get: "/api/Manager/GetSavedModels" }; }; + /** + * Validate Suggestion Parameters from Study Job. + */ + rpc ValidateSuggestionParameters(ValidateSuggestionParametersRequest) returns (ValidateSuggestionParametersReply){ + option (google.api.http) = { + post: "/api/Manager/ValidateSuggestionParameters" + body: "*" + }; + }; } service Suggestion { @@ -782,3 +791,13 @@ message EarlyStoppingParameterSet { message GetEarlyStoppingParameterListReply { repeated EarlyStoppingParameterSet early_stopping_parameter_sets = 1; } + +message ValidateSuggestionParametersRequest { + StudyConfig study_config = 1; + string suggestion_algorithm = 2; + repeated SuggestionParameter suggestion_parameters = 3; +} + +message ValidateSuggestionParametersReply { + bool is_valid = 1; +} \ No newline at end of file diff --git a/pkg/api/api.swagger.json b/pkg/api/api.swagger.json index 8efbdb3333b..9273c56664d 100644 --- a/pkg/api/api.swagger.json +++ b/pkg/api/api.swagger.json @@ -670,6 +670,33 @@ "Manager" ] } + }, + "/api/Manager/ValidateSuggestionParameters": { + "post": { + "summary": "* \nValidate Suggestion Parameters from Study Job.", + "operationId": "ValidateSuggestionParameters", + "responses": { + "200": { + "description": "", + "schema": { + "$ref": "#/definitions/apiValidateSuggestionParametersReply" + } + } + }, + "parameters": [ + { + "name": "body", + "in": "body", + "required": true, + "schema": { + "$ref": "#/definitions/apiValidateSuggestionParametersRequest" + } + } + ], + "tags": [ + "Manager" + ] + } } }, "definitions": { @@ -1483,6 +1510,32 @@ }, "description": "* \nUpdate a Status of Worker." }, + "apiValidateSuggestionParametersReply": { + "type": "object", + "properties": { + "is_valid": { + "type": "boolean", + "format": "boolean" + } + } + }, + "apiValidateSuggestionParametersRequest": { + "type": "object", + "properties": { + "study_config": { + "$ref": "#/definitions/apiStudyConfig" + }, + "suggestion_algorithm": { + "type": "string" + }, + "suggestion_parameters": { + "type": "array", + "items": { + "$ref": "#/definitions/apiSuggestionParameter" + } + } + } + }, "apiWorker": { "type": "object", "properties": { diff --git a/pkg/api/gen-doc/api.md b/pkg/api/gen-doc/api.md index c17a0cf2147..e7bff78e194 100644 --- a/pkg/api/gen-doc/api.md +++ b/pkg/api/gen-doc/api.md @@ -83,6 +83,8 @@ - [Trial](#api.Trial) - [UpdateWorkerStateReply](#api.UpdateWorkerStateReply) - [UpdateWorkerStateRequest](#api.UpdateWorkerStateRequest) + - [ValidateSuggestionParametersReply](#api.ValidateSuggestionParametersReply) + - [ValidateSuggestionParametersRequest](#api.ValidateSuggestionParametersRequest) - [Worker](#api.Worker) - [WorkerFullInfo](#api.WorkerFullInfo) @@ -1338,6 +1340,38 @@ Update a Status of Worker. + + +### ValidateSuggestionParametersReply + + + +| Field | Type | Label | Description | +| ----- | ---- | ----- | ----------- | +| is_valid | [bool](#bool) | | | + + + + + + + + +### ValidateSuggestionParametersRequest + + + +| Field | Type | Label | Description | +| ----- | ---- | ----- | ----------- | +| study_config | [StudyConfig](#api.StudyConfig) | | | +| suggestion_algorithm | [string](#string) | | | +| suggestion_parameters | [SuggestionParameter](#api.SuggestionParameter) | repeated | | + + + + + + ### Worker @@ -1472,6 +1506,7 @@ https://cloud.google.com/service-infrastructure/docs/service-management/referenc | ReportMetricsLogs | [ReportMetricsLogsRequest](#api.ReportMetricsLogsRequest) | [ReportMetricsLogsReply](#api.ReportMetricsLogsRequest) | Report a logs of metrics for workers. The logs for each worker must have timestamp and must be ordered in time series. When the log you reported are already reported before, it will be dismissed and get no error. | | GetSavedStudies | [GetSavedStudiesRequest](#api.GetSavedStudiesRequest) | [GetSavedStudiesReply](#api.GetSavedStudiesRequest) | | | GetSavedModels | [GetSavedModelsRequest](#api.GetSavedModelsRequest) | [GetSavedModelsReply](#api.GetSavedModelsRequest) | | +| ValidateSuggestionParameters | [ValidateSuggestionParametersRequest](#api.ValidateSuggestionParametersRequest) | [ValidateSuggestionParametersReply](#api.ValidateSuggestionParametersRequest) | Validate Suggestion Parameters from Study Job. | diff --git a/pkg/api/gen-doc/index.html b/pkg/api/gen-doc/index.html index 82404e6b26d..009b9aa1e22 100644 --- a/pkg/api/gen-doc/index.html +++ b/pkg/api/gen-doc/index.html @@ -494,6 +494,14 @@

Table of Contents

MUpdateWorkerStateRequest +
  • + MValidateSuggestionParametersReply +
    • + +
  • + MValidateSuggestionParametersRequest +
    • +
  • MWorker
    • @@ -2751,6 +2759,66 @@

    UpdateWorkerStateRequest

    +

    ValidateSuggestionParametersReply

    +

    + + + + + + + + + + + + + + + + +
    FieldTypeLabelDescription
    is_validbool

    + + + + +

    ValidateSuggestionParametersRequest

    +

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    FieldTypeLabelDescription
    study_configStudyConfig

    suggestion_algorithmstring

    suggestion_parametersSuggestionParameterrepeated

    + + + +

    Worker

    A process of evaluation for a trial.

    Types of worker supported by Katib are k8s Job, TF-Job, and Pytorch-Job.

    @@ -3181,6 +3249,13 @@

    Manager

    + + ValidateSuggestionParameters + ValidateSuggestionParametersRequest + ValidateSuggestionParametersReply +

    Validate Suggestion Parameters from Study Job.

    + + diff --git a/pkg/api/python/api_pb2.py b/pkg/api/python/api_pb2.py index c381417cf3a..ec22e0ff3fa 100644 --- a/pkg/api/python/api_pb2.py +++ b/pkg/api/python/api_pb2.py @@ -21,7 +21,7 @@ name='api.proto', package='api', syntax='proto3', - serialized_pb=_b('\n\tapi.proto\x12\x03\x61pi\x1a\x1cgoogle/api/annotations.proto\"E\n\rFeasibleSpace\x12\x0b\n\x03max\x18\x01 \x01(\t\x12\x0b\n\x03min\x18\x02 \x01(\t\x12\x0c\n\x04list\x18\x03 \x03(\t\x12\x0c\n\x04step\x18\x04 \x01(\t\"q\n\x0fParameterConfig\x12\x0c\n\x04name\x18\x01 \x01(\t\x12*\n\x0eparameter_type\x18\x02 \x01(\x0e\x32\x12.api.ParameterType\x12$\n\x08\x66\x65\x61sible\x18\x03 \x01(\x0b\x32\x12.api.FeasibleSpace\"T\n\tParameter\x12\x0c\n\x04name\x18\x01 \x01(\t\x12*\n\x0eparameter_type\x18\x02 \x01(\x0e\x32\x12.api.ParameterType\x12\r\n\x05value\x18\x03 \x01(\t\"l\n\rMetricsLogSet\x12\x11\n\tworker_id\x18\x01 \x01(\t\x12%\n\x0cmetrics_logs\x18\x02 \x03(\x0b\x32\x0f.api.MetricsLog\x12!\n\rworker_status\x18\x03 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.api.GetShouldStopWorkersRequest\x1a\x1e.api.GetShouldStopWorkersReplyb\x06proto3') , dependencies=[google_dot_api_dot_annotations__pb2.DESCRIPTOR,]) @@ -54,8 +54,8 @@ ], containing_type=None, options=None, - serialized_start=5950, - serialized_end=6035, + serialized_start=6172, + serialized_end=6257, ) _sym_db.RegisterEnumDescriptor(_PARAMETERTYPE) @@ -81,8 +81,8 @@ ], containing_type=None, options=None, - serialized_start=6037, - serialized_end=6109, + serialized_start=6259, + serialized_end=6331, ) _sym_db.RegisterEnumDescriptor(_OPTIMIZATIONTYPE) @@ -116,8 +116,8 @@ ], containing_type=None, options=None, - serialized_start=6111, - serialized_end=6182, + serialized_start=6333, + serialized_end=6404, ) _sym_db.RegisterEnumDescriptor(_STATE) @@ -3163,6 +3163,82 @@ serialized_end=5948, ) + +_VALIDATESUGGESTIONPARAMETERSREQUEST = _descriptor.Descriptor( + name='ValidateSuggestionParametersRequest', + full_name='api.ValidateSuggestionParametersRequest', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='study_config', full_name='api.ValidateSuggestionParametersRequest.study_config', index=0, + number=1, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='suggestion_algorithm', full_name='api.ValidateSuggestionParametersRequest.suggestion_algorithm', index=1, + number=2, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='suggestion_parameters', full_name='api.ValidateSuggestionParametersRequest.suggestion_parameters', index=2, + number=3, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=5951, + serialized_end=6115, +) + + +_VALIDATESUGGESTIONPARAMETERSREPLY = _descriptor.Descriptor( + name='ValidateSuggestionParametersReply', + full_name='api.ValidateSuggestionParametersReply', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='is_valid', full_name='api.ValidateSuggestionParametersReply.is_valid', index=0, + number=1, type=8, cpp_type=7, label=1, + has_default_value=False, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=6117, + serialized_end=6170, +) + _PARAMETERCONFIG.fields_by_name['parameter_type'].enum_type = _PARAMETERTYPE _PARAMETERCONFIG.fields_by_name['feasible'].message_type = _FEASIBLESPACE _PARAMETER.fields_by_name['parameter_type'].enum_type = _PARAMETERTYPE @@ -3217,6 +3293,8 @@ _GETEARLYSTOPPINGPARAMETERSREPLY.fields_by_name['early_stopping_parameters'].message_type = _EARLYSTOPPINGPARAMETER _EARLYSTOPPINGPARAMETERSET.fields_by_name['early_stopping_parameters'].message_type = _EARLYSTOPPINGPARAMETER _GETEARLYSTOPPINGPARAMETERLISTREPLY.fields_by_name['early_stopping_parameter_sets'].message_type = _EARLYSTOPPINGPARAMETERSET +_VALIDATESUGGESTIONPARAMETERSREQUEST.fields_by_name['study_config'].message_type = _STUDYCONFIG +_VALIDATESUGGESTIONPARAMETERSREQUEST.fields_by_name['suggestion_parameters'].message_type = _SUGGESTIONPARAMETER DESCRIPTOR.message_types_by_name['FeasibleSpace'] = _FEASIBLESPACE DESCRIPTOR.message_types_by_name['ParameterConfig'] = _PARAMETERCONFIG DESCRIPTOR.message_types_by_name['Parameter'] = _PARAMETER @@ -3295,6 +3373,8 @@ DESCRIPTOR.message_types_by_name['GetEarlyStoppingParameterListRequest'] = _GETEARLYSTOPPINGPARAMETERLISTREQUEST DESCRIPTOR.message_types_by_name['EarlyStoppingParameterSet'] = _EARLYSTOPPINGPARAMETERSET DESCRIPTOR.message_types_by_name['GetEarlyStoppingParameterListReply'] = _GETEARLYSTOPPINGPARAMETERLISTREPLY +DESCRIPTOR.message_types_by_name['ValidateSuggestionParametersRequest'] = _VALIDATESUGGESTIONPARAMETERSREQUEST +DESCRIPTOR.message_types_by_name['ValidateSuggestionParametersReply'] = _VALIDATESUGGESTIONPARAMETERSREPLY DESCRIPTOR.enum_types_by_name['ParameterType'] = _PARAMETERTYPE DESCRIPTOR.enum_types_by_name['OptimizationType'] = _OPTIMIZATIONTYPE DESCRIPTOR.enum_types_by_name['State'] = _STATE @@ -3870,6 +3950,20 @@ )) _sym_db.RegisterMessage(GetEarlyStoppingParameterListReply) +ValidateSuggestionParametersRequest = _reflection.GeneratedProtocolMessageType('ValidateSuggestionParametersRequest', (_message.Message,), dict( + DESCRIPTOR = _VALIDATESUGGESTIONPARAMETERSREQUEST, + __module__ = 'api_pb2' + # @@protoc_insertion_point(class_scope:api.ValidateSuggestionParametersRequest) + )) +_sym_db.RegisterMessage(ValidateSuggestionParametersRequest) + +ValidateSuggestionParametersReply = _reflection.GeneratedProtocolMessageType('ValidateSuggestionParametersReply', (_message.Message,), dict( + DESCRIPTOR = _VALIDATESUGGESTIONPARAMETERSREPLY, + __module__ = 'api_pb2' + # @@protoc_insertion_point(class_scope:api.ValidateSuggestionParametersReply) + )) +_sym_db.RegisterMessage(ValidateSuggestionParametersReply) + _MANAGER = _descriptor.ServiceDescriptor( @@ -3878,8 +3972,8 @@ file=DESCRIPTOR, index=0, options=None, - serialized_start=6185, - serialized_end=9236, + serialized_start=6407, + serialized_end=9627, methods=[ _descriptor.MethodDescriptor( name='CreateStudy', @@ -4106,6 +4200,15 @@ output_type=_GETSAVEDMODELSREPLY, options=_descriptor._ParseOptions(descriptor_pb2.MethodOptions(), _b('\202\323\344\223\002\035\022\033/api/Manager/GetSavedModels')), ), + _descriptor.MethodDescriptor( + name='ValidateSuggestionParameters', + full_name='api.Manager.ValidateSuggestionParameters', + index=25, + containing_service=None, + input_type=_VALIDATESUGGESTIONPARAMETERSREQUEST, + output_type=_VALIDATESUGGESTIONPARAMETERSREPLY, + options=_descriptor._ParseOptions(descriptor_pb2.MethodOptions(), _b('\202\323\344\223\002.\")/api/Manager/ValidateSuggestionParameters:\001*')), + ), ]) _sym_db.RegisterServiceDescriptor(_MANAGER) @@ -4118,8 +4221,8 @@ file=DESCRIPTOR, index=1, options=None, - serialized_start=9238, - serialized_end=9322, + serialized_start=9629, + serialized_end=9713, methods=[ _descriptor.MethodDescriptor( name='GetSuggestions', @@ -4142,8 +4245,8 @@ file=DESCRIPTOR, index=2, options=None, - serialized_start=9324, - serialized_end=9429, + serialized_start=9715, + serialized_end=9820, methods=[ _descriptor.MethodDescriptor( name='GetShouldStopWorkers', @@ -4308,6 +4411,11 @@ def __init__(self, channel): request_serializer=GetSavedModelsRequest.SerializeToString, response_deserializer=GetSavedModelsReply.FromString, ) + self.ValidateSuggestionParameters = channel.unary_unary( + '/api.Manager/ValidateSuggestionParameters', + request_serializer=ValidateSuggestionParametersRequest.SerializeToString, + response_deserializer=ValidateSuggestionParametersReply.FromString, + ) class ManagerServicer(object): @@ -4520,6 +4628,14 @@ def GetSavedModels(self, request, context): context.set_details('Method not implemented!') raise NotImplementedError('Method not implemented!') + def ValidateSuggestionParameters(self, request, context): + """* + Validate Suggestion Parameters from Study Job. + """ + context.set_code(grpc.StatusCode.UNIMPLEMENTED) + context.set_details('Method not implemented!') + raise NotImplementedError('Method not implemented!') + def add_ManagerServicer_to_server(servicer, server): rpc_method_handlers = { @@ -4648,6 +4764,11 @@ def add_ManagerServicer_to_server(servicer, server): request_deserializer=GetSavedModelsRequest.FromString, response_serializer=GetSavedModelsReply.SerializeToString, ), + 'ValidateSuggestionParameters': grpc.unary_unary_rpc_method_handler( + servicer.ValidateSuggestionParameters, + request_deserializer=ValidateSuggestionParametersRequest.FromString, + response_serializer=ValidateSuggestionParametersReply.SerializeToString, + ), } generic_handler = grpc.method_handlers_generic_handler( 'api.Manager', rpc_method_handlers) @@ -4877,6 +4998,11 @@ def GetSavedModels(self, request, context): # missing associated documentation comment in .proto file pass context.code(beta_interfaces.StatusCode.UNIMPLEMENTED) + def ValidateSuggestionParameters(self, request, context): + """* + Validate Suggestion Parameters from Study Job. + """ + context.code(beta_interfaces.StatusCode.UNIMPLEMENTED) class BetaManagerStub(object): @@ -5043,6 +5169,12 @@ def GetSavedModels(self, request, timeout, metadata=None, with_call=False, proto pass raise NotImplementedError() GetSavedModels.future = None + def ValidateSuggestionParameters(self, request, timeout, metadata=None, with_call=False, protocol_options=None): + """* + Validate Suggestion Parameters from Study Job. + """ + raise NotImplementedError() + ValidateSuggestionParameters.future = None def beta_create_Manager_server(servicer, pool=None, pool_size=None, default_timeout=None, maximum_timeout=None): @@ -5077,6 +5209,7 @@ def beta_create_Manager_server(servicer, pool=None, pool_size=None, default_time ('api.Manager', 'SetEarlyStoppingParameters'): SetEarlyStoppingParametersRequest.FromString, ('api.Manager', 'SetSuggestionParameters'): SetSuggestionParametersRequest.FromString, ('api.Manager', 'UpdateWorkerState'): UpdateWorkerStateRequest.FromString, + ('api.Manager', 'ValidateSuggestionParameters'): ValidateSuggestionParametersRequest.FromString, } response_serializers = { ('api.Manager', 'CreateStudy'): CreateStudyReply.SerializeToString, @@ -5104,6 +5237,7 @@ def beta_create_Manager_server(servicer, pool=None, pool_size=None, default_time ('api.Manager', 'SetEarlyStoppingParameters'): SetEarlyStoppingParametersReply.SerializeToString, ('api.Manager', 'SetSuggestionParameters'): SetSuggestionParametersReply.SerializeToString, ('api.Manager', 'UpdateWorkerState'): UpdateWorkerStateReply.SerializeToString, + ('api.Manager', 'ValidateSuggestionParameters'): ValidateSuggestionParametersReply.SerializeToString, } method_implementations = { ('api.Manager', 'CreateStudy'): face_utilities.unary_unary_inline(servicer.CreateStudy), @@ -5131,6 +5265,7 @@ def beta_create_Manager_server(servicer, pool=None, pool_size=None, default_time ('api.Manager', 'SetEarlyStoppingParameters'): face_utilities.unary_unary_inline(servicer.SetEarlyStoppingParameters), ('api.Manager', 'SetSuggestionParameters'): face_utilities.unary_unary_inline(servicer.SetSuggestionParameters), ('api.Manager', 'UpdateWorkerState'): face_utilities.unary_unary_inline(servicer.UpdateWorkerState), + ('api.Manager', 'ValidateSuggestionParameters'): face_utilities.unary_unary_inline(servicer.ValidateSuggestionParameters), } server_options = beta_implementations.server_options(request_deserializers=request_deserializers, response_serializers=response_serializers, thread_pool=pool, thread_pool_size=pool_size, default_timeout=default_timeout, maximum_timeout=maximum_timeout) return beta_implementations.server(method_implementations, options=server_options) @@ -5168,6 +5303,7 @@ def beta_create_Manager_stub(channel, host=None, metadata_transformer=None, pool ('api.Manager', 'SetEarlyStoppingParameters'): SetEarlyStoppingParametersRequest.SerializeToString, ('api.Manager', 'SetSuggestionParameters'): SetSuggestionParametersRequest.SerializeToString, ('api.Manager', 'UpdateWorkerState'): UpdateWorkerStateRequest.SerializeToString, + ('api.Manager', 'ValidateSuggestionParameters'): ValidateSuggestionParametersRequest.SerializeToString, } response_deserializers = { ('api.Manager', 'CreateStudy'): CreateStudyReply.FromString, @@ -5195,6 +5331,7 @@ def beta_create_Manager_stub(channel, host=None, metadata_transformer=None, pool ('api.Manager', 'SetEarlyStoppingParameters'): SetEarlyStoppingParametersReply.FromString, ('api.Manager', 'SetSuggestionParameters'): SetSuggestionParametersReply.FromString, ('api.Manager', 'UpdateWorkerState'): UpdateWorkerStateReply.FromString, + ('api.Manager', 'ValidateSuggestionParameters'): ValidateSuggestionParametersReply.FromString, } cardinalities = { 'CreateStudy': cardinality.Cardinality.UNARY_UNARY, @@ -5222,6 +5359,7 @@ def beta_create_Manager_stub(channel, host=None, metadata_transformer=None, pool 'SetEarlyStoppingParameters': cardinality.Cardinality.UNARY_UNARY, 'SetSuggestionParameters': cardinality.Cardinality.UNARY_UNARY, 'UpdateWorkerState': cardinality.Cardinality.UNARY_UNARY, + 'ValidateSuggestionParameters': cardinality.Cardinality.UNARY_UNARY, } stub_options = beta_implementations.stub_options(host=host, metadata_transformer=metadata_transformer, request_serializers=request_serializers, response_deserializers=response_deserializers, thread_pool=pool, thread_pool_size=pool_size) return beta_implementations.dynamic_stub(channel, 'api.Manager', cardinalities, options=stub_options) diff --git a/pkg/api/python/api_pb2_grpc.py b/pkg/api/python/api_pb2_grpc.py index 1163a3e19f6..edaabdbdd75 100644 --- a/pkg/api/python/api_pb2_grpc.py +++ b/pkg/api/python/api_pb2_grpc.py @@ -143,6 +143,11 @@ def __init__(self, channel): request_serializer=api__pb2.GetSavedModelsRequest.SerializeToString, response_deserializer=api__pb2.GetSavedModelsReply.FromString, ) + self.ValidateSuggestionParameters = channel.unary_unary( + '/api.Manager/ValidateSuggestionParameters', + request_serializer=api__pb2.ValidateSuggestionParametersRequest.SerializeToString, + response_deserializer=api__pb2.ValidateSuggestionParametersReply.FromString, + ) class ManagerServicer(object): @@ -355,6 +360,14 @@ def GetSavedModels(self, request, context): context.set_details('Method not implemented!') raise NotImplementedError('Method not implemented!') + def ValidateSuggestionParameters(self, request, context): + """* + Validate Suggestion Parameters from Study Job. + """ + context.set_code(grpc.StatusCode.UNIMPLEMENTED) + context.set_details('Method not implemented!') + raise NotImplementedError('Method not implemented!') + def add_ManagerServicer_to_server(servicer, server): rpc_method_handlers = { @@ -483,6 +496,11 @@ def add_ManagerServicer_to_server(servicer, server): request_deserializer=api__pb2.GetSavedModelsRequest.FromString, response_serializer=api__pb2.GetSavedModelsReply.SerializeToString, ), + 'ValidateSuggestionParameters': grpc.unary_unary_rpc_method_handler( + servicer.ValidateSuggestionParameters, + request_deserializer=api__pb2.ValidateSuggestionParametersRequest.FromString, + response_serializer=api__pb2.ValidateSuggestionParametersReply.SerializeToString, + ), } generic_handler = grpc.method_handlers_generic_handler( 'api.Manager', rpc_method_handlers) diff --git a/pkg/controller/studyjob/katib_api_util.go b/pkg/controller/studyjob/katib_api_util.go index 6ee4c85809a..18a0927725f 100644 --- a/pkg/controller/studyjob/katib_api_util.go +++ b/pkg/controller/studyjob/katib_api_util.go @@ -16,6 +16,7 @@ package studyjob import ( "context" + "errors" "log" "github.com/kubeflow/katib/pkg" @@ -45,6 +46,17 @@ func initializeStudy(instance *katibv1alpha1.StudyJob) error { if err != nil { return err } + + log.Println("Validate Parameters Start") + isValidSuggestionParameters := validateSuggestionParameters(c, studyConfig, instance.Spec.SuggestionSpec.SuggestionParameters, instance.Spec.SuggestionSpec.SuggestionAlgorithm) + + if isValidSuggestionParameters { + log.Println("Suggestion Parameters is valid") + } else { + instance.Status.Condition = katibv1alpha1.ConditionFailed + return errors.New("Suggestion Parameters is not valid") + } + log.Printf("Create Study %s", studyConfig.Name) //CreateStudy studyID, err := createStudy(c, studyConfig) @@ -329,3 +341,35 @@ func getSuggestion(c katibapi.ManagerClient, studyID string, suggestionSpec *kat } return getSuggestReply, nil } + +func validateSuggestionParameters(c katibapi.ManagerClient, studyConfig *katibapi.StudyConfig, suggestionParameters []katibapi.SuggestionParameter, suggestionAlgorithm string) bool { + ctx := context.Background() + + validateSuggestionParametersReq := &katibapi.ValidateSuggestionParametersRequest{ + StudyConfig: studyConfig, + SuggestionAlgorithm: suggestionAlgorithm, + } + + for _, p := range suggestionParameters { + validateSuggestionParametersReq.SuggestionParameters = append( + validateSuggestionParametersReq.SuggestionParameters, + &katibapi.SuggestionParameter{ + Name: p.Name, + Value: p.Value, + }, + ) + } + + validateSuggestionParametersReply, err := c.ValidateSuggestionParameters(ctx, validateSuggestionParametersReq) + + if err.Error() == "rpc error: code = Unimplemented desc = Method not found!" { + log.Printf("Method ValidateSuggestionParameters not found inside Suggestion service: %s", suggestionAlgorithm) + return true + } + if err != nil { + log.Printf("ValidateSuggestionParameters Error: %v", err) + return false + } + return validateSuggestionParametersReply.IsValid + +} diff --git a/pkg/controller/studyjob/utils.go b/pkg/controller/studyjob/utils.go index 713518a47f3..7ee1284c9db 100644 --- a/pkg/controller/studyjob/utils.go +++ b/pkg/controller/studyjob/utils.go @@ -103,20 +103,6 @@ func getWorkerKind(workerSpec *katibv1alpha1.WorkerSpec) (*schema.GroupVersionKi func validateStudy(instance *katibv1alpha1.StudyJob) error { - if getJobType(instance.Spec.SuggestionSpec.SuggestionAlgorithm) != jobTypeNAS { - //Validate HP job - if validJobErr := validateHPJob(instance); validJobErr != nil { - instance.Status.Condition = katibv1alpha1.ConditionFailed - return validJobErr - } - } else { - //Validate NAS job - if validJobErr := validateNASJob(instance); validJobErr != nil { - instance.Status.Condition = katibv1alpha1.ConditionFailed - return validJobErr - } - } - if instance.Spec.SuggestionSpec == nil { return fmt.Errorf("No Spec.SuggestionSpec specified.") } From e45216ec86037ee9ba7b35b3bc103fbd1d983413 Mon Sep 17 00:00:00 2001 From: andreyvelich Date: Tue, 26 Feb 2019 19:58:23 -0800 Subject: [PATCH 08/17] Fix api --- pkg/api/api.pb.go | 583 +++++++++++++------------------------- pkg/api/python/api_pb2.py | 49 ++-- 2 files changed, 211 insertions(+), 421 deletions(-) diff --git a/pkg/api/api.pb.go b/pkg/api/api.pb.go index b10df90b8be..851f6d9af07 100644 --- a/pkg/api/api.pb.go +++ b/pkg/api/api.pb.go @@ -3470,397 +3470,202 @@ var _EarlyStopping_serviceDesc = grpc.ServiceDesc{ func 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.api.GetShouldStopWorkersRequest\x1a\x1e.api.GetShouldStopWorkersReplyb\x06proto3') , dependencies=[google_dot_api_dot_annotations__pb2.DESCRIPTOR,]) @@ -54,13 +54,8 @@ ], containing_type=None, options=None, -<<<<<<< HEAD - serialized_start=6172, - serialized_end=6257, -======= - serialized_start=5971, - serialized_end=6056, ->>>>>>> upstream/master + serialized_start=6193, + serialized_end=6278, ) _sym_db.RegisterEnumDescriptor(_PARAMETERTYPE) @@ -86,13 +81,8 @@ ], containing_type=None, options=None, -<<<<<<< HEAD - serialized_start=6259, - serialized_end=6331, -======= - serialized_start=6058, - serialized_end=6130, ->>>>>>> upstream/master + serialized_start=6280, + serialized_end=6352, ) _sym_db.RegisterEnumDescriptor(_OPTIMIZATIONTYPE) @@ -126,13 +116,8 @@ ], containing_type=None, options=None, -<<<<<<< HEAD - serialized_start=6333, - serialized_end=6404, -======= - serialized_start=6132, - serialized_end=6203, ->>>>>>> upstream/master + serialized_start=6354, + serialized_end=6425, ) _sym_db.RegisterEnumDescriptor(_STATE) @@ -3226,8 +3211,8 @@ extension_ranges=[], oneofs=[ ], - serialized_start=5951, - serialized_end=6115, + serialized_start=5972, + serialized_end=6136, ) @@ -3257,8 +3242,8 @@ extension_ranges=[], oneofs=[ ], - serialized_start=6117, - serialized_end=6170, + serialized_start=6138, + serialized_end=6191, ) _PARAMETERCONFIG.fields_by_name['parameter_type'].enum_type = _PARAMETERTYPE @@ -3994,8 +3979,8 @@ file=DESCRIPTOR, index=0, options=None, - serialized_start=6407, - serialized_end=9627, + serialized_start=6428, + serialized_end=9648, methods=[ _descriptor.MethodDescriptor( name='CreateStudy', @@ -4243,8 +4228,8 @@ file=DESCRIPTOR, index=1, options=None, - serialized_start=9629, - serialized_end=9713, + serialized_start=9650, + serialized_end=9734, methods=[ _descriptor.MethodDescriptor( name='GetSuggestions', @@ -4267,8 +4252,8 @@ file=DESCRIPTOR, index=2, options=None, - serialized_start=9715, - serialized_end=9820, + serialized_start=9736, + serialized_end=9841, methods=[ _descriptor.MethodDescriptor( name='GetShouldStopWorkers', From 3dc4f3e410a5011e77dcc84986b28c6823259142 Mon Sep 17 00:00:00 2001 From: andreyvelich Date: Tue, 26 Feb 2019 21:22:36 -0800 Subject: [PATCH 09/17] Add ValidateSuggestionParameters to Suggestion service --- cmd/manager/main.go | 4 +- pkg/api/api.pb.go | 429 +++++++++++++++++--------------- pkg/api/api.proto | 3 +- pkg/api/gen-doc/api.md | 1 + pkg/api/gen-doc/index.html | 7 + pkg/api/python/api_pb2.py | 51 +++- pkg/api/python/api_pb2_grpc.py | 17 ++ pkg/suggestion/nasrl_service.py | 11 +- 8 files changed, 317 insertions(+), 206 deletions(-) diff --git a/cmd/manager/main.go b/cmd/manager/main.go index 96a3ab7527d..7ac24815ed0 100644 --- a/cmd/manager/main.go +++ b/cmd/manager/main.go @@ -119,12 +119,14 @@ func (s *server) ValidateSuggestionParameters(ctx context.Context, in *api_pb.Va if in.SuggestionAlgorithm == "" { return &api_pb.ValidateSuggestionParametersReply{IsValid: false}, errors.New("No suggest algorithm specified") } + conn, err := grpc.Dial("vizier-suggestion-"+in.SuggestionAlgorithm+":6789", grpc.WithInsecure()) if err != nil { return &api_pb.ValidateSuggestionParametersReply{IsValid: false}, err } defer conn.Close() - c := api_pb.NewManagerClient(conn) + + c := api_pb.NewSuggestionClient(conn) r, err := c.ValidateSuggestionParameters(ctx, in) diff --git a/pkg/api/api.pb.go b/pkg/api/api.pb.go index 851f6d9af07..a7c4dbd802c 100644 --- a/pkg/api/api.pb.go +++ b/pkg/api/api.pb.go @@ -3343,6 +3343,7 @@ var _Manager_serviceDesc = grpc.ServiceDesc{ type SuggestionClient interface { GetSuggestions(ctx context.Context, in *GetSuggestionsRequest, opts ...grpc.CallOption) (*GetSuggestionsReply, error) + ValidateSuggestionParameters(ctx context.Context, in *ValidateSuggestionParametersRequest, opts ...grpc.CallOption) (*ValidateSuggestionParametersReply, error) } type suggestionClient struct { @@ -3362,10 +3363,20 @@ func (c *suggestionClient) GetSuggestions(ctx context.Context, in *GetSuggestion return out, nil } +func (c *suggestionClient) ValidateSuggestionParameters(ctx context.Context, in *ValidateSuggestionParametersRequest, opts ...grpc.CallOption) (*ValidateSuggestionParametersReply, error) { + out := new(ValidateSuggestionParametersReply) + err := grpc.Invoke(ctx, "/api.Suggestion/ValidateSuggestionParameters", in, out, c.cc, opts...) + if err != nil { + return nil, err + } + return out, nil +} + // Server API for Suggestion service type SuggestionServer interface { GetSuggestions(context.Context, *GetSuggestionsRequest) (*GetSuggestionsReply, error) + ValidateSuggestionParameters(context.Context, *ValidateSuggestionParametersRequest) (*ValidateSuggestionParametersReply, error) } func RegisterSuggestionServer(s *grpc.Server, srv SuggestionServer) { @@ -3390,6 +3401,24 @@ func _Suggestion_GetSuggestions_Handler(srv interface{}, ctx context.Context, de return interceptor(ctx, in, info, handler) } +func _Suggestion_ValidateSuggestionParameters_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ValidateSuggestionParametersRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(SuggestionServer).ValidateSuggestionParameters(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/api.Suggestion/ValidateSuggestionParameters", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(SuggestionServer).ValidateSuggestionParameters(ctx, req.(*ValidateSuggestionParametersRequest)) + } + return interceptor(ctx, in, info, handler) +} + var _Suggestion_serviceDesc = grpc.ServiceDesc{ ServiceName: "api.Suggestion", HandlerType: (*SuggestionServer)(nil), @@ -3398,6 +3427,10 @@ var _Suggestion_serviceDesc = grpc.ServiceDesc{ MethodName: "GetSuggestions", Handler: _Suggestion_GetSuggestions_Handler, }, + { + MethodName: "ValidateSuggestionParameters", + Handler: _Suggestion_ValidateSuggestionParameters_Handler, + }, }, Streams: []grpc.StreamDesc{}, Metadata: "api.proto", @@ -3470,202 +3503,202 @@ var _EarlyStopping_serviceDesc = grpc.ServiceDesc{ func init() { proto.RegisterFile("api.proto", fileDescriptor0) } var fileDescriptor0 = []byte{ - // 3145 bytes of a gzipped FileDescriptorProto - 0x1f, 0x8b, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xff, 0xcc, 0x5a, 0x4b, 0x6f, 0x23, 0xc7, - 0x11, 0xf6, 0x88, 0x7a, 0xb1, 0x28, 0x51, 0x54, 0xeb, 0xb1, 0x14, 0xf5, 0x58, 0xa9, 0x25, 0xef, - 0x6a, 0x5f, 0x92, 0xcd, 0xf5, 0x6b, 0xe5, 0xb5, 0x8d, 0x5d, 0x49, 0x56, 0x08, 0x4b, 0x94, 0x30, - 0xe2, 0x5a, 0x7e, 0x00, 0x26, 0x46, 0x62, 0x8b, 0x3b, 0x6b, 0x92, 0xc3, 0x70, 0x46, 0xbb, 0xd6, - 0x1a, 0xbe, 0xe4, 0x92, 0x5c, 0x02, 0x38, 0xaf, 0x4b, 0x0e, 0x3e, 0xfa, 0x07, 0x04, 0x30, 0x72, - 0xcb, 0x25, 0xa7, 0x1c, 0x72, 0x0a, 0x02, 0x04, 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0x58, 0x17, 0x8c, 0xa3, 0x41, 0xfc, 0xbf, + 0xee, 0xbb, 0xff, 0x09, 0x00, 0x00, 0xff, 0xff, 0xa1, 0x00, 0xd0, 0x2b, 0x07, 0x2e, 0x00, 0x00, } diff --git a/pkg/api/api.proto b/pkg/api/api.proto index 3d93f7f9577..87e4024b346 100644 --- a/pkg/api/api.proto +++ b/pkg/api/api.proto @@ -225,6 +225,7 @@ service Manager { service Suggestion { rpc GetSuggestions(GetSuggestionsRequest) returns (GetSuggestionsReply); + rpc ValidateSuggestionParameters(ValidateSuggestionParametersRequest) returns (ValidateSuggestionParametersReply); } service EarlyStopping { @@ -802,4 +803,4 @@ message ValidateSuggestionParametersRequest { message ValidateSuggestionParametersReply { bool is_valid = 1; -} \ No newline at end of file +} diff --git a/pkg/api/gen-doc/api.md b/pkg/api/gen-doc/api.md index 6609f1a743d..0e4ea52d3f3 100644 --- a/pkg/api/gen-doc/api.md +++ b/pkg/api/gen-doc/api.md @@ -1519,6 +1519,7 @@ https://cloud.google.com/service-infrastructure/docs/service-management/referenc | Method Name | Request Type | Response Type | Description | | ----------- | ------------ | ------------- | ------------| | GetSuggestions | [GetSuggestionsRequest](#api.GetSuggestionsRequest) | [GetSuggestionsReply](#api.GetSuggestionsRequest) | | +| ValidateSuggestionParameters | [ValidateSuggestionParametersRequest](#api.ValidateSuggestionParametersRequest) | [ValidateSuggestionParametersReply](#api.ValidateSuggestionParametersRequest) | | diff --git a/pkg/api/gen-doc/index.html b/pkg/api/gen-doc/index.html index 0746a302fdd..6afef6c6761 100644 --- a/pkg/api/gen-doc/index.html +++ b/pkg/api/gen-doc/index.html @@ -3281,6 +3281,13 @@

    Suggestion

    + + ValidateSuggestionParameters + ValidateSuggestionParametersRequest + ValidateSuggestionParametersReply +

    + + diff --git a/pkg/api/python/api_pb2.py b/pkg/api/python/api_pb2.py index a266a0da567..d97457492f0 100644 --- a/pkg/api/python/api_pb2.py +++ b/pkg/api/python/api_pb2.py @@ -21,7 +21,7 @@ name='api.proto', package='api', syntax='proto3', - serialized_pb=_b('\n\tapi.proto\x12\x03\x61pi\x1a\x1cgoogle/api/annotations.proto\"E\n\rFeasibleSpace\x12\x0b\n\x03max\x18\x01 \x01(\t\x12\x0b\n\x03min\x18\x02 \x01(\t\x12\x0c\n\x04list\x18\x03 \x03(\t\x12\x0c\n\x04step\x18\x04 \x01(\t\"q\n\x0fParameterConfig\x12\x0c\n\x04name\x18\x01 \x01(\t\x12*\n\x0eparameter_type\x18\x02 \x01(\x0e\x32\x12.api.ParameterType\x12$\n\x08\x66\x65\x61sible\x18\x03 \x01(\x0b\x32\x12.api.FeasibleSpace\"T\n\tParameter\x12\x0c\n\x04name\x18\x01 \x01(\t\x12*\n\x0eparameter_type\x18\x02 \x01(\x0e\x32\x12.api.ParameterType\x12\r\n\x05value\x18\x03 \x01(\t\"l\n\rMetricsLogSet\x12\x11\n\tworker_id\x18\x01 \x01(\t\x12%\n\x0cmetrics_logs\x18\x02 \x03(\x0b\x32\x0f.api.MetricsLog\x12!\n\rworker_status\x18\x03 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.api.GetShouldStopWorkersRequest\x1a\x1e.api.GetShouldStopWorkersReplyb\x06proto3') , dependencies=[google_dot_api_dot_annotations__pb2.DESCRIPTOR,]) @@ -4228,8 +4228,8 @@ file=DESCRIPTOR, index=1, options=None, - serialized_start=9650, - serialized_end=9734, + serialized_start=9651, + serialized_end=9849, methods=[ _descriptor.MethodDescriptor( name='GetSuggestions', @@ -4240,6 +4240,15 @@ output_type=_GETSUGGESTIONSREPLY, options=None, ), + _descriptor.MethodDescriptor( + name='ValidateSuggestionParameters', + full_name='api.Suggestion.ValidateSuggestionParameters', + index=1, + containing_service=None, + input_type=_VALIDATESUGGESTIONPARAMETERSREQUEST, + output_type=_VALIDATESUGGESTIONPARAMETERSREPLY, + options=None, + ), ]) _sym_db.RegisterServiceDescriptor(_SUGGESTION) @@ -4252,8 +4261,8 @@ file=DESCRIPTOR, index=2, options=None, - serialized_start=9736, - serialized_end=9841, + serialized_start=9851, + serialized_end=9956, methods=[ _descriptor.MethodDescriptor( name='GetShouldStopWorkers', @@ -4797,6 +4806,11 @@ def __init__(self, channel): request_serializer=GetSuggestionsRequest.SerializeToString, response_deserializer=GetSuggestionsReply.FromString, ) + self.ValidateSuggestionParameters = channel.unary_unary( + '/api.Suggestion/ValidateSuggestionParameters', + request_serializer=ValidateSuggestionParametersRequest.SerializeToString, + response_deserializer=ValidateSuggestionParametersReply.FromString, + ) class SuggestionServicer(object): @@ -4810,6 +4824,13 @@ def GetSuggestions(self, request, context): context.set_details('Method not implemented!') raise NotImplementedError('Method not implemented!') + def ValidateSuggestionParameters(self, request, context): + # missing associated documentation comment in .proto file + pass + context.set_code(grpc.StatusCode.UNIMPLEMENTED) + context.set_details('Method not implemented!') + raise NotImplementedError('Method not implemented!') + def add_SuggestionServicer_to_server(servicer, server): rpc_method_handlers = { @@ -4818,6 +4839,11 @@ def add_SuggestionServicer_to_server(servicer, server): request_deserializer=GetSuggestionsRequest.FromString, response_serializer=GetSuggestionsReply.SerializeToString, ), + 'ValidateSuggestionParameters': grpc.unary_unary_rpc_method_handler( + servicer.ValidateSuggestionParameters, + request_deserializer=ValidateSuggestionParametersRequest.FromString, + response_serializer=ValidateSuggestionParametersReply.SerializeToString, + ), } generic_handler = grpc.method_handlers_generic_handler( 'api.Suggestion', rpc_method_handlers) @@ -5384,6 +5410,10 @@ def GetSuggestions(self, request, context): # missing associated documentation comment in .proto file pass context.code(beta_interfaces.StatusCode.UNIMPLEMENTED) + def ValidateSuggestionParameters(self, request, context): + # missing associated documentation comment in .proto file + pass + context.code(beta_interfaces.StatusCode.UNIMPLEMENTED) class BetaSuggestionStub(object): @@ -5399,6 +5429,11 @@ def GetSuggestions(self, request, timeout, metadata=None, with_call=False, proto pass raise NotImplementedError() GetSuggestions.future = None + def ValidateSuggestionParameters(self, request, timeout, metadata=None, with_call=False, protocol_options=None): + # missing associated documentation comment in .proto file + pass + raise NotImplementedError() + ValidateSuggestionParameters.future = None def beta_create_Suggestion_server(servicer, pool=None, pool_size=None, default_timeout=None, maximum_timeout=None): @@ -5409,12 +5444,15 @@ def beta_create_Suggestion_server(servicer, pool=None, pool_size=None, default_t generated only to ease transition from grpcio<0.15.0 to grpcio>=0.15.0""" request_deserializers = { ('api.Suggestion', 'GetSuggestions'): GetSuggestionsRequest.FromString, + ('api.Suggestion', 'ValidateSuggestionParameters'): ValidateSuggestionParametersRequest.FromString, } response_serializers = { ('api.Suggestion', 'GetSuggestions'): GetSuggestionsReply.SerializeToString, + ('api.Suggestion', 'ValidateSuggestionParameters'): ValidateSuggestionParametersReply.SerializeToString, } method_implementations = { ('api.Suggestion', 'GetSuggestions'): face_utilities.unary_unary_inline(servicer.GetSuggestions), + ('api.Suggestion', 'ValidateSuggestionParameters'): face_utilities.unary_unary_inline(servicer.ValidateSuggestionParameters), } server_options = beta_implementations.server_options(request_deserializers=request_deserializers, response_serializers=response_serializers, thread_pool=pool, thread_pool_size=pool_size, default_timeout=default_timeout, maximum_timeout=maximum_timeout) return beta_implementations.server(method_implementations, options=server_options) @@ -5428,12 +5466,15 @@ def beta_create_Suggestion_stub(channel, host=None, metadata_transformer=None, p generated only to ease transition from grpcio<0.15.0 to grpcio>=0.15.0""" request_serializers = { ('api.Suggestion', 'GetSuggestions'): GetSuggestionsRequest.SerializeToString, + ('api.Suggestion', 'ValidateSuggestionParameters'): ValidateSuggestionParametersRequest.SerializeToString, } response_deserializers = { ('api.Suggestion', 'GetSuggestions'): GetSuggestionsReply.FromString, + ('api.Suggestion', 'ValidateSuggestionParameters'): ValidateSuggestionParametersReply.FromString, } cardinalities = { 'GetSuggestions': cardinality.Cardinality.UNARY_UNARY, + 'ValidateSuggestionParameters': cardinality.Cardinality.UNARY_UNARY, } stub_options = beta_implementations.stub_options(host=host, metadata_transformer=metadata_transformer, request_serializers=request_serializers, response_deserializers=response_deserializers, thread_pool=pool, thread_pool_size=pool_size) return beta_implementations.dynamic_stub(channel, 'api.Suggestion', cardinalities, options=stub_options) diff --git a/pkg/api/python/api_pb2_grpc.py b/pkg/api/python/api_pb2_grpc.py index edaabdbdd75..0c1fed3d057 100644 --- a/pkg/api/python/api_pb2_grpc.py +++ b/pkg/api/python/api_pb2_grpc.py @@ -522,6 +522,11 @@ def __init__(self, channel): request_serializer=api__pb2.GetSuggestionsRequest.SerializeToString, response_deserializer=api__pb2.GetSuggestionsReply.FromString, ) + self.ValidateSuggestionParameters = channel.unary_unary( + '/api.Suggestion/ValidateSuggestionParameters', + request_serializer=api__pb2.ValidateSuggestionParametersRequest.SerializeToString, + response_deserializer=api__pb2.ValidateSuggestionParametersReply.FromString, + ) class SuggestionServicer(object): @@ -535,6 +540,13 @@ def GetSuggestions(self, request, context): context.set_details('Method not implemented!') raise NotImplementedError('Method not implemented!') + def ValidateSuggestionParameters(self, request, context): + # missing associated documentation comment in .proto file + pass + context.set_code(grpc.StatusCode.UNIMPLEMENTED) + context.set_details('Method not implemented!') + raise NotImplementedError('Method not implemented!') + def add_SuggestionServicer_to_server(servicer, server): rpc_method_handlers = { @@ -543,6 +555,11 @@ def add_SuggestionServicer_to_server(servicer, server): request_deserializer=api__pb2.GetSuggestionsRequest.FromString, response_serializer=api__pb2.GetSuggestionsReply.SerializeToString, ), + 'ValidateSuggestionParameters': grpc.unary_unary_rpc_method_handler( + servicer.ValidateSuggestionParameters, + request_deserializer=api__pb2.ValidateSuggestionParametersRequest.FromString, + response_serializer=api__pb2.ValidateSuggestionParametersReply.SerializeToString, + ), } generic_handler = grpc.method_handlers_generic_handler( 'api.Suggestion', rpc_method_handlers) diff --git a/pkg/suggestion/nasrl_service.py b/pkg/suggestion/nasrl_service.py index d571784ad5e..2ec3a9a230e 100644 --- a/pkg/suggestion/nasrl_service.py +++ b/pkg/suggestion/nasrl_service.py @@ -148,7 +148,16 @@ def __init__(self, logger=None): self.logger = logger if not os.path.exists("ctrl_cache/"): - os.makedirs("ctrl_cache/") + os.makedirs("ctrl_cache/") + + def ValidateSuggestionParameters(self, request, context): + self.logger.info("Start Validation Suggestion Parameters") + self.logger.info("requst is {}".format(request)) + self.logger.info("study Config is {}".format(request.study_config)) + self.logger.info("Suggest Params is {}".format(request.suggestion_parameters)) + + return api_pb2.ValidateSuggestionParametersReply(is_valid=False) + def GetSuggestions(self, request, context): if request.study_id not in self.registered_studies: From 4b4765070ccf621425a7563f0811e1e26e362428 Mon Sep 17 00:00:00 2001 From: andreyvelich Date: Tue, 26 Feb 2019 21:45:53 -0800 Subject: [PATCH 10/17] Change isValid to int32 --- cmd/manager/main.go | 6 +- pkg/api/api.pb.go | 403 +++++++++++----------- pkg/api/api.proto | 5 +- pkg/api/api.swagger.json | 4 +- pkg/api/gen-doc/api.md | 2 +- pkg/api/gen-doc/index.html | 2 +- pkg/api/python/api_pb2.py | 6 +- pkg/controller/studyjob/katib_api_util.go | 10 +- pkg/suggestion/nasrl_service.py | 2 +- 9 files changed, 222 insertions(+), 218 deletions(-) diff --git a/cmd/manager/main.go b/cmd/manager/main.go index 7ac24815ed0..eb997095f7e 100644 --- a/cmd/manager/main.go +++ b/cmd/manager/main.go @@ -117,12 +117,12 @@ func (s *server) GetSuggestions(ctx context.Context, in *api_pb.GetSuggestionsRe func (s *server) ValidateSuggestionParameters(ctx context.Context, in *api_pb.ValidateSuggestionParametersRequest) (*api_pb.ValidateSuggestionParametersReply, error) { if in.SuggestionAlgorithm == "" { - return &api_pb.ValidateSuggestionParametersReply{IsValid: false}, errors.New("No suggest algorithm specified") + return &api_pb.ValidateSuggestionParametersReply{IsValid: 0}, errors.New("No suggest algorithm specified") } conn, err := grpc.Dial("vizier-suggestion-"+in.SuggestionAlgorithm+":6789", grpc.WithInsecure()) if err != nil { - return &api_pb.ValidateSuggestionParametersReply{IsValid: false}, err + return &api_pb.ValidateSuggestionParametersReply{IsValid: 0}, err } defer conn.Close() @@ -131,7 +131,7 @@ func (s *server) ValidateSuggestionParameters(ctx context.Context, in *api_pb.Va r, err := c.ValidateSuggestionParameters(ctx, in) if err != nil { - return &api_pb.ValidateSuggestionParametersReply{IsValid: false}, err + return &api_pb.ValidateSuggestionParametersReply{IsValid: 0}, err } return r, nil } diff --git a/pkg/api/api.pb.go b/pkg/api/api.pb.go index a7c4dbd802c..963016c3eb2 100644 --- a/pkg/api/api.pb.go +++ b/pkg/api/api.pb.go @@ -2244,7 +2244,7 @@ func (m *ValidateSuggestionParametersRequest) GetSuggestionParameters() []*Sugge } type ValidateSuggestionParametersReply struct { - IsValid bool `protobuf:"varint,1,opt,name=is_valid,json=isValid" json:"is_valid,omitempty"` + IsValid int32 `protobuf:"varint,1,opt,name=is_valid,json=isValid" json:"is_valid,omitempty"` } func (m *ValidateSuggestionParametersReply) Reset() { *m = ValidateSuggestionParametersReply{} } @@ -2254,11 +2254,11 @@ func (*ValidateSuggestionParametersReply) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{79} } -func (m *ValidateSuggestionParametersReply) GetIsValid() bool { +func (m *ValidateSuggestionParametersReply) GetIsValid() int32 { if m != nil { return m.IsValid } - return false + return 0 } func init() { @@ -3503,202 +3503,203 @@ var _EarlyStopping_serviceDesc = grpc.ServiceDesc{ func init() { proto.RegisterFile("api.proto", fileDescriptor0) } var fileDescriptor0 = []byte{ - // 3152 bytes of a gzipped FileDescriptorProto - 0x1f, 0x8b, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xff, 0xcc, 0x5a, 0xc9, 0x6f, 0x23, 0xc7, - 0xd5, 0x77, 0x8b, 0xda, 0xf8, 0x28, 0x51, 0x9c, 0xd2, 0x32, 0x14, 0x47, 0xd2, 0x48, 0x25, 0x79, - 0x46, 0xb3, 0x49, 0x36, 0xc7, 0xdb, 0xc8, 0x63, 0x1b, 0x33, 0x92, 0xac, 0x8f, 0xb0, 0x44, 0x09, - 0x2d, 0x8d, 0xe5, 0x05, 0x30, 0xd1, 0x12, 0x4b, 0x9c, 0x1e, 0x93, 0xec, 0xfe, 0xd8, 0xad, 0x19, - 0x6b, 0x0c, 0x5f, 0xbe, 0xcb, 0x97, 0x4b, 0x00, 0x67, 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0xf2, 0x9f, 0x34, 0x80, 0x60, 0x8d, 0xbc, 0xff, 0xc3, 0x5c, 0x03, 0x88, 0xfd, + 0x53, 0x9b, 0x5f, 0x36, 0x61, 0x34, 0x94, 0xac, 0xe4, 0xa3, 0x1f, 0xeb, 0x82, 0x71, 0x34, 0x88, + 0xff, 0xeb, 0xbe, 0xfb, 0x9f, 0x00, 0x00, 0x00, 0xff, 0xff, 0x3c, 0xd8, 0xc2, 0x1c, 0x07, 0x2e, + 0x00, 0x00, } diff --git a/pkg/api/api.proto b/pkg/api/api.proto index 87e4024b346..7247c3aff5e 100644 --- a/pkg/api/api.proto +++ b/pkg/api/api.proto @@ -801,6 +801,9 @@ message ValidateSuggestionParametersRequest { repeated SuggestionParameter suggestion_parameters = 3; } +/** + * Return 1 if Suggestion Parameters is Valid, 0 if not + */ message ValidateSuggestionParametersReply { - bool is_valid = 1; + int32 is_valid = 1; } diff --git a/pkg/api/api.swagger.json b/pkg/api/api.swagger.json index 1b2a98cbb95..f0dda7988b9 100644 --- a/pkg/api/api.swagger.json +++ b/pkg/api/api.swagger.json @@ -1517,8 +1517,8 @@ "type": "object", "properties": { "is_valid": { - "type": "boolean", - "format": "boolean" + "type": "integer", + "format": "int32" } } }, diff --git a/pkg/api/gen-doc/api.md b/pkg/api/gen-doc/api.md index 0e4ea52d3f3..f4d454d52ad 100644 --- a/pkg/api/gen-doc/api.md +++ b/pkg/api/gen-doc/api.md @@ -1350,7 +1350,7 @@ Update a Status of Worker. | Field | Type | Label | Description | | ----- | ---- | ----- | ----------- | -| is_valid | [bool](#bool) | | | +| is_valid | [int32](#int32) | | | diff --git a/pkg/api/gen-doc/index.html b/pkg/api/gen-doc/index.html index 6afef6c6761..4eff3d07448 100644 --- a/pkg/api/gen-doc/index.html +++ b/pkg/api/gen-doc/index.html @@ -2778,7 +2778,7 @@

    ValidateSuggestionParametersReply is_valid - bool + int32

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.api.GetShouldStopWorkersRequest\x1a\x1e.api.GetShouldStopWorkersReplyb\x06proto3') , dependencies=[google_dot_api_dot_annotations__pb2.DESCRIPTOR,]) @@ -3225,8 +3225,8 @@ fields=[ _descriptor.FieldDescriptor( name='is_valid', full_name='api.ValidateSuggestionParametersReply.is_valid', index=0, - number=1, type=8, cpp_type=7, label=1, - has_default_value=False, default_value=False, + number=1, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), diff --git a/pkg/controller/studyjob/katib_api_util.go b/pkg/controller/studyjob/katib_api_util.go index 18a0927725f..880aeb98fcc 100644 --- a/pkg/controller/studyjob/katib_api_util.go +++ b/pkg/controller/studyjob/katib_api_util.go @@ -50,7 +50,7 @@ func initializeStudy(instance *katibv1alpha1.StudyJob) error { log.Println("Validate Parameters Start") isValidSuggestionParameters := validateSuggestionParameters(c, studyConfig, instance.Spec.SuggestionSpec.SuggestionParameters, instance.Spec.SuggestionSpec.SuggestionAlgorithm) - if isValidSuggestionParameters { + if isValidSuggestionParameters == 1 { log.Println("Suggestion Parameters is valid") } else { instance.Status.Condition = katibv1alpha1.ConditionFailed @@ -342,7 +342,7 @@ func getSuggestion(c katibapi.ManagerClient, studyID string, suggestionSpec *kat return getSuggestReply, nil } -func validateSuggestionParameters(c katibapi.ManagerClient, studyConfig *katibapi.StudyConfig, suggestionParameters []katibapi.SuggestionParameter, suggestionAlgorithm string) bool { +func validateSuggestionParameters(c katibapi.ManagerClient, studyConfig *katibapi.StudyConfig, suggestionParameters []katibapi.SuggestionParameter, suggestionAlgorithm string) int32 { ctx := context.Background() validateSuggestionParametersReq := &katibapi.ValidateSuggestionParametersRequest{ @@ -362,13 +362,13 @@ func validateSuggestionParameters(c katibapi.ManagerClient, studyConfig *katibap validateSuggestionParametersReply, err := c.ValidateSuggestionParameters(ctx, validateSuggestionParametersReq) - if err.Error() == "rpc error: code = Unimplemented desc = Method not found!" { + if err != nil && err.Error() == "rpc error: code = Unimplemented desc = Method not found!" { log.Printf("Method ValidateSuggestionParameters not found inside Suggestion service: %s", suggestionAlgorithm) - return true + return 1 } if err != nil { log.Printf("ValidateSuggestionParameters Error: %v", err) - return false + return 0 } return validateSuggestionParametersReply.IsValid diff --git a/pkg/suggestion/nasrl_service.py b/pkg/suggestion/nasrl_service.py index 2ec3a9a230e..f2a42f52078 100644 --- a/pkg/suggestion/nasrl_service.py +++ b/pkg/suggestion/nasrl_service.py @@ -156,7 +156,7 @@ def ValidateSuggestionParameters(self, request, context): self.logger.info("study Config is {}".format(request.study_config)) self.logger.info("Suggest Params is {}".format(request.suggestion_parameters)) - return api_pb2.ValidateSuggestionParametersReply(is_valid=False) + return api_pb2.ValidateSuggestionParametersReply(is_valid=0) def GetSuggestions(self, request, context): From 3a7e0b0b5fbaab7cfdd58874d1492e47168abba4 Mon Sep 17 00:00:00 2001 From: andreyvelich Date: Wed, 27 Feb 2019 19:53:34 -0800 Subject: [PATCH 11/17] Create Validation function in NAS RL Suggestion service --- cmd/manager/main.go | 9 +- pkg/api/api.pb.go | 407 +++++++++--------- pkg/api/api.proto | 1 - pkg/api/api.swagger.json | 7 +- pkg/api/gen-doc/api.md | 7 +- pkg/api/gen-doc/index.html | 18 +- pkg/api/python/api_pb2.py | 35 +- pkg/controller/studyjob/const.go | 3 - pkg/controller/studyjob/katib_api_util.go | 40 +- pkg/controller/studyjob/utils.go | 81 ---- .../NAS_Reinforcement_Learning/Operation.py | 3 - pkg/suggestion/nasrl_service.py | 74 +++- 12 files changed, 318 insertions(+), 367 deletions(-) diff --git a/cmd/manager/main.go b/cmd/manager/main.go index eb997095f7e..8a59eb21342 100644 --- a/cmd/manager/main.go +++ b/cmd/manager/main.go @@ -117,12 +117,12 @@ func (s *server) GetSuggestions(ctx context.Context, in *api_pb.GetSuggestionsRe func (s *server) ValidateSuggestionParameters(ctx context.Context, in *api_pb.ValidateSuggestionParametersRequest) (*api_pb.ValidateSuggestionParametersReply, error) { if in.SuggestionAlgorithm == "" { - return &api_pb.ValidateSuggestionParametersReply{IsValid: 0}, errors.New("No suggest algorithm specified") + return &api_pb.ValidateSuggestionParametersReply{}, errors.New("No suggest algorithm specified") } conn, err := grpc.Dial("vizier-suggestion-"+in.SuggestionAlgorithm+":6789", grpc.WithInsecure()) if err != nil { - return &api_pb.ValidateSuggestionParametersReply{IsValid: 0}, err + return &api_pb.ValidateSuggestionParametersReply{}, err } defer conn.Close() @@ -130,10 +130,7 @@ func (s *server) ValidateSuggestionParameters(ctx context.Context, in *api_pb.Va r, err := c.ValidateSuggestionParameters(ctx, in) - if err != nil { - return &api_pb.ValidateSuggestionParametersReply{IsValid: 0}, err - } - return r, nil + return r, err } func (s *server) RegisterWorker(ctx context.Context, in *api_pb.RegisterWorkerRequest) (*api_pb.RegisterWorkerReply, error) { diff --git a/pkg/api/api.pb.go b/pkg/api/api.pb.go index 963016c3eb2..a602f38d9ce 100644 --- a/pkg/api/api.pb.go +++ b/pkg/api/api.pb.go @@ -2243,8 +2243,9 @@ func (m *ValidateSuggestionParametersRequest) GetSuggestionParameters() []*Sugge return nil } +// * +// Return 1 if Suggestion Parameters is Valid, 0 if not type ValidateSuggestionParametersReply struct { - IsValid int32 `protobuf:"varint,1,opt,name=is_valid,json=isValid" json:"is_valid,omitempty"` } func (m *ValidateSuggestionParametersReply) Reset() { *m = ValidateSuggestionParametersReply{} } @@ -2254,13 +2255,6 @@ func (*ValidateSuggestionParametersReply) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{79} } -func (m *ValidateSuggestionParametersReply) GetIsValid() int32 { - if m != nil { - return m.IsValid - } - return 0 -} - func init() { proto.RegisterType((*FeasibleSpace)(nil), "api.FeasibleSpace") proto.RegisterType((*ParameterConfig)(nil), "api.ParameterConfig") @@ -3503,203 +3497,202 @@ var _EarlyStopping_serviceDesc = grpc.ServiceDesc{ func init() { proto.RegisterFile("api.proto", fileDescriptor0) } var fileDescriptor0 = []byte{ - // 3154 bytes of a gzipped FileDescriptorProto - 0x1f, 0x8b, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xff, 0xcc, 0x5a, 0xcb, 0x6f, 0x23, 0xc7, - 0xd1, 0xf7, 0x88, 0x7a, 0xb1, 0x28, 0x51, 0xdc, 0xd6, 0x63, 0x29, 0xae, 0xa4, 0x95, 0x5a, 0xf2, - 0xae, 0xf6, 0x25, 0xd9, 0x5c, 0xbf, 0x56, 0x5e, 0xdb, 0xd8, 0x95, 0x64, 0x7d, 0x84, 0x25, 0x4a, - 0x18, 0x69, 0x2d, 0x3f, 0x00, 0x13, 0x23, 0xb1, 0xc5, 0x9d, 0x35, 0xc9, 0x99, 0x8f, 0x33, 0xda, - 0xb5, 0xd6, 0xf0, 0xe5, 0xbb, 0x7c, 0xb9, 0x04, 0x70, 0x5e, 0x97, 0x1c, 0x7c, 0xf4, 0x1f, 0x10, - 0xc0, 0xc8, 0x2d, 0x97, 0x00, 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0x05, 0xe3, 0x68, + 0x10, 0xff, 0x79, 0xfb, 0xee, 0x7f, 0x03, 0x00, 0x00, 0xff, 0xff, 0xcd, 0x39, 0xc3, 0x97, 0xec, + 0x2d, 0x00, 0x00, } diff --git a/pkg/api/api.proto b/pkg/api/api.proto index 7247c3aff5e..c793ca0ded9 100644 --- a/pkg/api/api.proto +++ b/pkg/api/api.proto @@ -805,5 +805,4 @@ message ValidateSuggestionParametersRequest { * Return 1 if Suggestion Parameters is Valid, 0 if not */ message ValidateSuggestionParametersReply { - int32 is_valid = 1; } diff --git a/pkg/api/api.swagger.json b/pkg/api/api.swagger.json index f0dda7988b9..59bc5da982c 100644 --- a/pkg/api/api.swagger.json +++ b/pkg/api/api.swagger.json @@ -1515,12 +1515,7 @@ }, "apiValidateSuggestionParametersReply": { "type": "object", - "properties": { - "is_valid": { - "type": "integer", - "format": "int32" - } - } + "title": "*\nReturn 1 if Suggestion Parameters is Valid, 0 if not" }, "apiValidateSuggestionParametersRequest": { "type": "object", diff --git a/pkg/api/gen-doc/api.md b/pkg/api/gen-doc/api.md index f4d454d52ad..1908f3d7fc9 100644 --- a/pkg/api/gen-doc/api.md +++ b/pkg/api/gen-doc/api.md @@ -1345,12 +1345,7 @@ Update a Status of Worker. ### ValidateSuggestionParametersReply - - - -| Field | Type | Label | Description | -| ----- | ---- | ----- | ----------- | -| is_valid | [int32](#int32) | | | +Return 1 if Suggestion Parameters is Valid, 0 if not diff --git a/pkg/api/gen-doc/index.html b/pkg/api/gen-doc/index.html index 4eff3d07448..dee28a9b154 100644 --- a/pkg/api/gen-doc/index.html +++ b/pkg/api/gen-doc/index.html @@ -2767,25 +2767,9 @@

    UpdateWorkerStateRequest

    ValidateSuggestionParametersReply

    -

    +

    Return 1 if Suggestion Parameters is Valid, 0 if not

    - - - - - - - - - - - - - - -
    FieldTypeLabelDescription
    is_validint32

    - diff --git a/pkg/api/python/api_pb2.py b/pkg/api/python/api_pb2.py index c113735ba16..65b800b821c 100644 --- a/pkg/api/python/api_pb2.py +++ b/pkg/api/python/api_pb2.py @@ -21,7 +21,7 @@ name='api.proto', package='api', syntax='proto3', - serialized_pb=_b('\n\tapi.proto\x12\x03\x61pi\x1a\x1cgoogle/api/annotations.proto\"E\n\rFeasibleSpace\x12\x0b\n\x03max\x18\x01 \x01(\t\x12\x0b\n\x03min\x18\x02 \x01(\t\x12\x0c\n\x04list\x18\x03 \x03(\t\x12\x0c\n\x04step\x18\x04 \x01(\t\"q\n\x0fParameterConfig\x12\x0c\n\x04name\x18\x01 \x01(\t\x12*\n\x0eparameter_type\x18\x02 \x01(\x0e\x32\x12.api.ParameterType\x12$\n\x08\x66\x65\x61sible\x18\x03 \x01(\x0b\x32\x12.api.FeasibleSpace\"T\n\tParameter\x12\x0c\n\x04name\x18\x01 \x01(\t\x12*\n\x0eparameter_type\x18\x02 \x01(\x0e\x32\x12.api.ParameterType\x12\r\n\x05value\x18\x03 \x01(\t\"l\n\rMetricsLogSet\x12\x11\n\tworker_id\x18\x01 \x01(\t\x12%\n\x0cmetrics_logs\x18\x02 \x03(\x0b\x32\x0f.api.MetricsLog\x12!\n\rworker_status\x18\x03 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.api.GetShouldStopWorkersRequest\x1a\x1e.api.GetShouldStopWorkersReplyb\x06proto3') , dependencies=[google_dot_api_dot_annotations__pb2.DESCRIPTOR,]) @@ -54,8 +54,8 @@ ], containing_type=None, options=None, - serialized_start=6193, - serialized_end=6278, + serialized_start=6175, + serialized_end=6260, ) _sym_db.RegisterEnumDescriptor(_PARAMETERTYPE) @@ -81,8 +81,8 @@ ], containing_type=None, options=None, - serialized_start=6280, - serialized_end=6352, + serialized_start=6262, + serialized_end=6334, ) _sym_db.RegisterEnumDescriptor(_OPTIMIZATIONTYPE) @@ -116,8 +116,8 @@ ], containing_type=None, options=None, - serialized_start=6354, - serialized_end=6425, + serialized_start=6336, + serialized_end=6407, ) _sym_db.RegisterEnumDescriptor(_STATE) @@ -3223,13 +3223,6 @@ file=DESCRIPTOR, containing_type=None, fields=[ - _descriptor.FieldDescriptor( - name='is_valid', full_name='api.ValidateSuggestionParametersReply.is_valid', index=0, - number=1, type=5, cpp_type=1, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - options=None), ], extensions=[ ], @@ -3243,7 +3236,7 @@ oneofs=[ ], serialized_start=6138, - serialized_end=6191, + serialized_end=6173, ) _PARAMETERCONFIG.fields_by_name['parameter_type'].enum_type = _PARAMETERTYPE @@ -3979,8 +3972,8 @@ file=DESCRIPTOR, index=0, options=None, - serialized_start=6428, - serialized_end=9648, + serialized_start=6410, + serialized_end=9630, methods=[ _descriptor.MethodDescriptor( name='CreateStudy', @@ -4228,8 +4221,8 @@ file=DESCRIPTOR, index=1, options=None, - serialized_start=9651, - serialized_end=9849, + serialized_start=9633, + serialized_end=9831, methods=[ _descriptor.MethodDescriptor( name='GetSuggestions', @@ -4261,8 +4254,8 @@ file=DESCRIPTOR, index=2, options=None, - serialized_start=9851, - serialized_end=9956, + serialized_start=9833, + serialized_end=9938, methods=[ _descriptor.MethodDescriptor( name='GetShouldStopWorkers', diff --git a/pkg/controller/studyjob/const.go b/pkg/controller/studyjob/const.go index 2d9b268d343..bce9bd15902 100644 --- a/pkg/controller/studyjob/const.go +++ b/pkg/controller/studyjob/const.go @@ -17,9 +17,6 @@ const ( PyTorchJobWorker = "PyTorchJob" jobTypeNAS = "NAS" jobTypeHP = "HP" - suggestionNASRL = "nasrl" ) var ValidWorkerKindList = [...]string{DefaultJobWorker, TFJobWorker, PyTorchJobWorker} - -var suggestionNASList = []string{suggestionNASRL} diff --git a/pkg/controller/studyjob/katib_api_util.go b/pkg/controller/studyjob/katib_api_util.go index 880aeb98fcc..e7c0dcdd242 100644 --- a/pkg/controller/studyjob/katib_api_util.go +++ b/pkg/controller/studyjob/katib_api_util.go @@ -17,12 +17,16 @@ package studyjob import ( "context" "errors" + "fmt" "log" + "reflect" "github.com/kubeflow/katib/pkg" katibapi "github.com/kubeflow/katib/pkg/api" katibv1alpha1 "github.com/kubeflow/katib/pkg/api/operators/apis/studyjob/v1alpha1" "google.golang.org/grpc" + "google.golang.org/grpc/codes" + "google.golang.org/grpc/status" ) func initializeStudy(instance *katibv1alpha1.StudyJob) error { @@ -44,13 +48,14 @@ func initializeStudy(instance *katibv1alpha1.StudyJob) error { studyConfig, err := getStudyConf(instance) if err != nil { + instance.Status.Condition = katibv1alpha1.ConditionFailed return err } - log.Println("Validate Parameters Start") + log.Println("Validate Parameters inside Suggestion Start") isValidSuggestionParameters := validateSuggestionParameters(c, studyConfig, instance.Spec.SuggestionSpec.SuggestionParameters, instance.Spec.SuggestionSpec.SuggestionAlgorithm) - if isValidSuggestionParameters == 1 { + if isValidSuggestionParameters { log.Println("Suggestion Parameters is valid") } else { instance.Status.Condition = katibv1alpha1.ConditionFailed @@ -86,15 +91,16 @@ func initializeStudy(instance *katibv1alpha1.StudyJob) error { } func getStudyConf(instance *katibv1alpha1.StudyJob) (*katibapi.StudyConfig, error) { - jobType := getJobType(instance.Spec.SuggestionSpec.SuggestionAlgorithm) + jobType := getJobType(instance) + if jobType == jobTypeNAS { return populateConfigForNAS(instance) } return populateConfigForHP(instance) } -func getJobType(suggestionAlgorithm string) string { - if contains(suggestionNASList, suggestionAlgorithm) { +func getJobType(instance *katibv1alpha1.StudyJob) string { + if instance.Spec.NasConfig != nil { return jobTypeNAS } return jobTypeHP @@ -179,6 +185,10 @@ func populateConfigForNAS(instance *katibv1alpha1.StudyJob) (*katibapi.StudyConf } populateCommonConfigFields(instance, sconf) + if reflect.DeepEqual(instance.Spec.NasConfig.GraphConfig, katibv1alpha1.GraphConfig{}) { + return nil, fmt.Errorf("Missing GraphConfig in NasConfig: %v", instance.Spec.NasConfig) + } + sconf.NasConfig.GraphConfig.NumLayers = instance.Spec.NasConfig.GraphConfig.NumLayers for _, i := range instance.Spec.NasConfig.GraphConfig.InputSize { sconf.NasConfig.GraphConfig.InputSize = append(sconf.NasConfig.GraphConfig.InputSize, i) @@ -186,6 +196,11 @@ func populateConfigForNAS(instance *katibv1alpha1.StudyJob) (*katibapi.StudyConf for _, o := range instance.Spec.NasConfig.GraphConfig.OutputSize { sconf.NasConfig.GraphConfig.OutputSize = append(sconf.NasConfig.GraphConfig.OutputSize, o) } + + if instance.Spec.NasConfig.Operations == nil { + return nil, fmt.Errorf("Missing Operations in NasConfig") + } + for _, op := range instance.Spec.NasConfig.Operations { operation := &katibapi.Operation{ ParameterConfigs: &katibapi.Operation_ParameterConfigs{ @@ -342,7 +357,7 @@ func getSuggestion(c katibapi.ManagerClient, studyID string, suggestionSpec *kat return getSuggestReply, nil } -func validateSuggestionParameters(c katibapi.ManagerClient, studyConfig *katibapi.StudyConfig, suggestionParameters []katibapi.SuggestionParameter, suggestionAlgorithm string) int32 { +func validateSuggestionParameters(c katibapi.ManagerClient, studyConfig *katibapi.StudyConfig, suggestionParameters []katibapi.SuggestionParameter, suggestionAlgorithm string) bool { ctx := context.Background() validateSuggestionParametersReq := &katibapi.ValidateSuggestionParametersRequest{ @@ -360,16 +375,19 @@ func validateSuggestionParameters(c katibapi.ManagerClient, studyConfig *katibap ) } - validateSuggestionParametersReply, err := c.ValidateSuggestionParameters(ctx, validateSuggestionParametersReq) + _, err := c.ValidateSuggestionParameters(ctx, validateSuggestionParametersReq) - if err != nil && err.Error() == "rpc error: code = Unimplemented desc = Method not found!" { + statusCode, _ := status.FromError(err) + + if statusCode.Code() == codes.Unknown { log.Printf("Method ValidateSuggestionParameters not found inside Suggestion service: %s", suggestionAlgorithm) - return 1 + return true } + if err != nil { log.Printf("ValidateSuggestionParameters Error: %v", err) - return 0 + return false } - return validateSuggestionParametersReply.IsValid + return true } diff --git a/pkg/controller/studyjob/utils.go b/pkg/controller/studyjob/utils.go index 7ee1284c9db..bd2c635b816 100644 --- a/pkg/controller/studyjob/utils.go +++ b/pkg/controller/studyjob/utils.go @@ -15,7 +15,6 @@ import ( "fmt" "io/ioutil" "log" - "reflect" "strings" katibapi "github.com/kubeflow/katib/pkg/api" @@ -209,86 +208,6 @@ func contains(l []string, s string) bool { return false } -func validateHPJob(instance *katibv1alpha1.StudyJob) error { - log.Printf("Validation for the HP job") - if instance.Spec.ParameterConfigs == nil { - return fmt.Errorf("No Spec.ParameterConfigs specified") - } - return validateParameterConfigs(instance.Spec.ParameterConfigs, jobTypeHP, instance.Spec.SuggestionSpec.SuggestionAlgorithm) - -} - -func validateNASJob(instance *katibv1alpha1.StudyJob) error { - - log.Printf("Validation for the NAS job") - if instance.Spec.NasConfig == nil { - return fmt.Errorf("No Spec.NasConfig specified") - } - - if reflect.DeepEqual(instance.Spec.NasConfig.GraphConfig, katibv1alpha1.GraphConfig{}) { - return fmt.Errorf("Missing GraphConfig in NasConfig: %v", instance.Spec.NasConfig) - } - - if instance.Spec.NasConfig.GraphConfig.InputSize == nil { - return fmt.Errorf("Missing InputSize in NasConfig.GraphConfig: %v", instance.Spec.NasConfig.GraphConfig) - } - - if instance.Spec.NasConfig.GraphConfig.OutputSize == nil { - return fmt.Errorf("Missing OutputSize in NasConfig.GraphConfig: %v", instance.Spec.NasConfig.GraphConfig) - } - - if instance.Spec.NasConfig.GraphConfig.NumLayers == 0 && contains(suggestionNASList, instance.Spec.SuggestionSpec.SuggestionAlgorithm) { - return fmt.Errorf("Missing NumLayers in NasConfig.GraphConfig: %v", instance.Spec.NasConfig.GraphConfig) - } - - if instance.Spec.NasConfig.Operations == nil { - return fmt.Errorf("Missing Operations in NasConfig: %v", instance.Spec.NasConfig) - } - - for _, op := range instance.Spec.NasConfig.Operations { - if op.OperationType == "" { - return fmt.Errorf("Missing OperationType in Operation: %v", op) - } - if op.ParameterConfigs == nil { - return fmt.Errorf("Missing ParameterConfig in Operation: %v", op) - } - return validateParameterConfigs(op.ParameterConfigs, jobTypeNAS, instance.Spec.SuggestionSpec.SuggestionAlgorithm) - } - - return nil -} - -func validateParameterConfigs(parameterConfigs []katibv1alpha1.ParameterConfig, jobType string, suggestionAlgorithm string) error { - for _, pc := range parameterConfigs { - if pc.Name == "" { - return fmt.Errorf("Missing Name in ParameterConfig: %v", pc) - } - if pc.ParameterType == "" { - return fmt.Errorf("Missing ParameterType in ParameterConfig: %v", pc) - } - if reflect.DeepEqual(pc.Feasible, katibv1alpha1.FeasibleSpace{}) { - return fmt.Errorf("Missing Feasible in ParameterConfig: %v", pc) - } - if pc.ParameterType == katibv1alpha1.ParameterTypeCategorical || pc.ParameterType == katibv1alpha1.ParameterTypeDiscrete { - if pc.Feasible.List == nil { - return fmt.Errorf("Missing List in ParameterConfig.Feasible: %v", pc.Feasible) - } - } - if pc.ParameterType == katibv1alpha1.ParameterTypeDouble || pc.ParameterType == katibv1alpha1.ParameterTypeInt { - if pc.Feasible.Min == "" { - return fmt.Errorf("Missing Min in ParameterConfig.Feasible: %v", pc.Feasible) - } - if pc.Feasible.Max == "" { - return fmt.Errorf("Missing Max in ParameterConfig.Feasible: %v", pc.Feasible) - } - if jobType == jobTypeNAS && pc.Feasible.Step == "" && pc.ParameterType == katibv1alpha1.ParameterTypeDouble && contains(suggestionNASList, suggestionAlgorithm) { - return fmt.Errorf("Missing Step in ParameterConfig.Feasible for NAS job: %v", pc.Feasible) - } - } - } - return nil -} - func getMyNamespace() string { data, _ := ioutil.ReadFile("/var/run/secrets/kubernetes.io/serviceaccount/namespace") return strings.TrimSpace(string(data)) diff --git a/pkg/suggestion/NAS_Reinforcement_Learning/Operation.py b/pkg/suggestion/NAS_Reinforcement_Learning/Operation.py index 0d6fc5395cb..b3da9d4fc1a 100644 --- a/pkg/suggestion/NAS_Reinforcement_Learning/Operation.py +++ b/pkg/suggestion/NAS_Reinforcement_Learning/Operation.py @@ -58,9 +58,6 @@ def _parse_operations(self): spec_min = float(ispec.feasible.min) spec_max = float(ispec.feasible.max) spec_step = float(ispec.feasible.step) - if spec_step == 0: - print("Error, NAS Reinforcement Learning algorithm cannot accept continuous search space!") - exit(999) double_list = np.arange(spec_min, spec_max+spec_step, spec_step) if double_list[-1] > spec_max: del double_list[-1] diff --git a/pkg/suggestion/nasrl_service.py b/pkg/suggestion/nasrl_service.py index f2a42f52078..fd73d7a3483 100644 --- a/pkg/suggestion/nasrl_service.py +++ b/pkg/suggestion/nasrl_service.py @@ -152,11 +152,75 @@ def __init__(self, logger=None): def ValidateSuggestionParameters(self, request, context): self.logger.info("Start Validation Suggestion Parameters") - self.logger.info("requst is {}".format(request)) - self.logger.info("study Config is {}".format(request.study_config)) - self.logger.info("Suggest Params is {}".format(request.suggestion_parameters)) - - return api_pb2.ValidateSuggestionParametersReply(is_valid=0) + graph_config = request.study_config.nas_config.graph_config + + # Validate GraphConfig + if not graph_config.input_size: + context.set_code(grpc.StatusCode.INVALID_ARGUMENT) + context.set_details("Missing InputSize in GraphConfig:\n{}".format(graph_config)) + return api_pb2.ValidateSuggestionParametersReply() + + if not graph_config.output_size: + context.set_code(grpc.StatusCode.INVALID_ARGUMENT) + context.set_details("Missing OutputSize in GraphConfig:\n{}".format(graph_config)) + return api_pb2.ValidateSuggestionParametersReply() + + if not graph_config.num_layers: + context.set_code(grpc.StatusCode.INVALID_ARGUMENT) + context.set_details("Missing NumLayers in GraphConfig:\n{}".format(graph_config)) + return api_pb2.ValidateSuggestionParametersReply() + + # Validate each operation + operations_list = list(request.study_config.nas_config.operations.operation) + for operation in operations_list: + + if not operation.operationType: + context.set_code(grpc.StatusCode.INVALID_ARGUMENT) + context.set_details("Missing OperationType in Operation:\n{}".format(operation)) + return api_pb2.ValidateSuggestionParametersReply() + + if not operation.parameter_configs.configs: + context.set_code(grpc.StatusCode.INVALID_ARGUMENT) + context.set_details("Missing ParameterConfigs in Operation:\n{}".format(operation)) + return api_pb2.ValidateSuggestionParametersReply() + + # Validate each ParameterConfig in Operation + configs_list = list(operation.parameter_configs.configs) + for config in configs_list: + + # Check Name + if not config.name: + context.set_code(grpc.StatusCode.INVALID_ARGUMENT) + context.set_details("Missing Name in ParameterConfig:\n{}".format(config)) + return api_pb2.ValidateSuggestionParametersReply() + + # Check ParameterType + if not config.parameter_type: + context.set_code(grpc.StatusCode.INVALID_ARGUMENT) + context.set_details("Missing ParameterType in ParameterConfig:\n{}".format(config)) + return api_pb2.ValidateSuggestionParametersReply() + + # Check List in Categorical or Discrete Type + if config.parameter_type == api_pb2.CATEGORICAL or config.parameter_type == api_pb2.DISCRETE: + if not config.feasible.list: + context.set_code(grpc.StatusCode.INVALID_ARGUMENT) + context.set_details("Missing List in ParameterConfig.Feasible:\n{}".format(config)) + return api_pb2.ValidateSuggestionParametersReply() + + # Check Max, Min, Step in Int or Double Type + elif config.parameter_type == api_pb2.INT or config.parameter_type == api_pb2.DOUBLE: + if not config.feasible.min and not config.feasible.max: + context.set_code(grpc.StatusCode.INVALID_ARGUMENT) + context.set_details("Missing Max and Min in ParameterConfig.Feasible:\n{}".format(config)) + return api_pb2.ValidateSuggestionParametersReply() + + if config.parameter_type == api_pb2.DOUBLE and (not config.feasible.step or float(config.feasible.step) <= 0): + context.set_code(grpc.StatusCode.INVALID_ARGUMENT) + context.set_details("Step parameter should be > 0 in ParameterConfig.Feasible:\n{}".format(config)) + return api_pb2.ValidateSuggestionParametersReply() + + self.logger.info("All Suggestion Parameters are Valid") + return api_pb2.ValidateSuggestionParametersReply() def GetSuggestions(self, request, context): From c16690e19063e942adf6ea42d3214707c43bb7e8 Mon Sep 17 00:00:00 2001 From: andreyvelich Date: Wed, 27 Feb 2019 19:59:55 -0800 Subject: [PATCH 12/17] Fix small problems --- pkg/controller/studyjob/katib_api_util.go | 1 - pkg/controller/studyjob/utils.go | 2 -- pkg/suggestion/nasrl_service.py | 2 +- 3 files changed, 1 insertion(+), 4 deletions(-) diff --git a/pkg/controller/studyjob/katib_api_util.go b/pkg/controller/studyjob/katib_api_util.go index e7c0dcdd242..d8e42df474d 100644 --- a/pkg/controller/studyjob/katib_api_util.go +++ b/pkg/controller/studyjob/katib_api_util.go @@ -92,7 +92,6 @@ func initializeStudy(instance *katibv1alpha1.StudyJob) error { func getStudyConf(instance *katibv1alpha1.StudyJob) (*katibapi.StudyConfig, error) { jobType := getJobType(instance) - if jobType == jobTypeNAS { return populateConfigForNAS(instance) } diff --git a/pkg/controller/studyjob/utils.go b/pkg/controller/studyjob/utils.go index bd2c635b816..968627328d8 100644 --- a/pkg/controller/studyjob/utils.go +++ b/pkg/controller/studyjob/utils.go @@ -101,7 +101,6 @@ func getWorkerKind(workerSpec *katibv1alpha1.WorkerSpec) (*schema.GroupVersionKi } func validateStudy(instance *katibv1alpha1.StudyJob) error { - if instance.Spec.SuggestionSpec == nil { return fmt.Errorf("No Spec.SuggestionSpec specified.") } @@ -156,7 +155,6 @@ func validateStudy(instance *katibv1alpha1.StudyJob) error { if mcjob.GetNamespace() != namespace || mcjob.GetName() != workerID { return fmt.Errorf("Invalid metricsCollector template.") } - return nil } diff --git a/pkg/suggestion/nasrl_service.py b/pkg/suggestion/nasrl_service.py index fd73d7a3483..5443768a98e 100644 --- a/pkg/suggestion/nasrl_service.py +++ b/pkg/suggestion/nasrl_service.py @@ -151,7 +151,7 @@ def __init__(self, logger=None): os.makedirs("ctrl_cache/") def ValidateSuggestionParameters(self, request, context): - self.logger.info("Start Validation Suggestion Parameters") + self.logger.info("Validate Suggestion Parameters start") graph_config = request.study_config.nas_config.graph_config # Validate GraphConfig From 30e876e1ca37eaeba0410779063f0c08213314a9 Mon Sep 17 00:00:00 2001 From: andreyvelich Date: Wed, 27 Feb 2019 20:23:33 -0800 Subject: [PATCH 13/17] Reduce code inside Validation function --- pkg/suggestion/nasrl_service.py | 50 +++++++++++++-------------------- 1 file changed, 20 insertions(+), 30 deletions(-) diff --git a/pkg/suggestion/nasrl_service.py b/pkg/suggestion/nasrl_service.py index 5443768a98e..435d134d259 100644 --- a/pkg/suggestion/nasrl_service.py +++ b/pkg/suggestion/nasrl_service.py @@ -155,34 +155,29 @@ def ValidateSuggestionParameters(self, request, context): graph_config = request.study_config.nas_config.graph_config # Validate GraphConfig + # Check InputSize if not graph_config.input_size: - context.set_code(grpc.StatusCode.INVALID_ARGUMENT) - context.set_details("Missing InputSize in GraphConfig:\n{}".format(graph_config)) - return api_pb2.ValidateSuggestionParametersReply() + return self.SetValidateContextError(context, "Missing InputSize in GraphConfig:\n{}".format(graph_config)) + # Check OutputSize if not graph_config.output_size: - context.set_code(grpc.StatusCode.INVALID_ARGUMENT) - context.set_details("Missing OutputSize in GraphConfig:\n{}".format(graph_config)) - return api_pb2.ValidateSuggestionParametersReply() + return self.SetValidateContextError(context, "Missing OutputSize in GraphConfig:\n{}".format(graph_config)) + # Check NumLayers if not graph_config.num_layers: - context.set_code(grpc.StatusCode.INVALID_ARGUMENT) - context.set_details("Missing NumLayers in GraphConfig:\n{}".format(graph_config)) - return api_pb2.ValidateSuggestionParametersReply() + return self.SetValidateContextError(context, "Missing NumLayers in GraphConfig:\n{}".format(graph_config)) # Validate each operation operations_list = list(request.study_config.nas_config.operations.operation) for operation in operations_list: + # Check OperationType if not operation.operationType: - context.set_code(grpc.StatusCode.INVALID_ARGUMENT) - context.set_details("Missing OperationType in Operation:\n{}".format(operation)) - return api_pb2.ValidateSuggestionParametersReply() + return self.SetValidateContextError(context, "Missing OperationType in Operation:\n{}".format(operation)) + # Check ParameterConfigs if not operation.parameter_configs.configs: - context.set_code(grpc.StatusCode.INVALID_ARGUMENT) - context.set_details("Missing ParameterConfigs in Operation:\n{}".format(operation)) - return api_pb2.ValidateSuggestionParametersReply() + return self.SetValidateContextError(context, "Missing ParameterConfigs in Operation:\n{}".format(operation)) # Validate each ParameterConfig in Operation configs_list = list(operation.parameter_configs.configs) @@ -190,38 +185,33 @@ def ValidateSuggestionParameters(self, request, context): # Check Name if not config.name: - context.set_code(grpc.StatusCode.INVALID_ARGUMENT) - context.set_details("Missing Name in ParameterConfig:\n{}".format(config)) - return api_pb2.ValidateSuggestionParametersReply() + return self.SetValidateContextError(context, "Missing Name in ParameterConfig:\n{}".format(config)) # Check ParameterType if not config.parameter_type: - context.set_code(grpc.StatusCode.INVALID_ARGUMENT) - context.set_details("Missing ParameterType in ParameterConfig:\n{}".format(config)) - return api_pb2.ValidateSuggestionParametersReply() + return self.SetValidateContextError(context, "Missing ParameterType in ParameterConfig:\n{}".format(config)) # Check List in Categorical or Discrete Type if config.parameter_type == api_pb2.CATEGORICAL or config.parameter_type == api_pb2.DISCRETE: if not config.feasible.list: - context.set_code(grpc.StatusCode.INVALID_ARGUMENT) - context.set_details("Missing List in ParameterConfig.Feasible:\n{}".format(config)) - return api_pb2.ValidateSuggestionParametersReply() + return self.SetValidateContextError(context, "Missing List in ParameterConfig.Feasible:\n{}".format(config) ) # Check Max, Min, Step in Int or Double Type elif config.parameter_type == api_pb2.INT or config.parameter_type == api_pb2.DOUBLE: if not config.feasible.min and not config.feasible.max: - context.set_code(grpc.StatusCode.INVALID_ARGUMENT) - context.set_details("Missing Max and Min in ParameterConfig.Feasible:\n{}".format(config)) - return api_pb2.ValidateSuggestionParametersReply() + return self.SetValidateContextError(context, "Missing Max and Min in ParameterConfig.Feasible:\n{}".format(config)) if config.parameter_type == api_pb2.DOUBLE and (not config.feasible.step or float(config.feasible.step) <= 0): - context.set_code(grpc.StatusCode.INVALID_ARGUMENT) - context.set_details("Step parameter should be > 0 in ParameterConfig.Feasible:\n{}".format(config)) - return api_pb2.ValidateSuggestionParametersReply() + return self.SetValidateContextError(context, "Step parameter should be > 0 in ParameterConfig.Feasible:\n{}".format(config)) self.logger.info("All Suggestion Parameters are Valid") return api_pb2.ValidateSuggestionParametersReply() + def SetValidateContextError(self, context, error_message): + context.set_code(grpc.StatusCode.INVALID_ARGUMENT) + context.set_details(error_message) + self.logger.info(error_message) + return api_pb2.ValidateSuggestionParametersReply() def GetSuggestions(self, request, context): if request.study_id not in self.registered_studies: From 38febade137f8892c08f5037f47c4522ad6a139f Mon Sep 17 00:00:00 2001 From: andreyvelich Date: Wed, 27 Feb 2019 21:05:59 -0800 Subject: [PATCH 14/17] Add empty ValidateSuggestionParameters function in each HP service written in GO --- pkg/suggestion/grid_service.go | 5 +++++ pkg/suggestion/hyperband_service.go | 5 +++++ pkg/suggestion/random_service.go | 5 +++++ 3 files changed, 15 insertions(+) diff --git a/pkg/suggestion/grid_service.go b/pkg/suggestion/grid_service.go index 690e7a3041b..0be00759ddc 100644 --- a/pkg/suggestion/grid_service.go +++ b/pkg/suggestion/grid_service.go @@ -220,3 +220,8 @@ func (s *GridSuggestService) GetSuggestions(ctx context.Context, in *api.GetSugg } return &api.GetSuggestionsReply{Trials: trials}, nil } + +func (s *GridSuggestService) ValidateSuggestionParameters(ctx context.Context, in *api.ValidateSuggestionParametersRequest) (*api.ValidateSuggestionParametersReply, error) { + + return &api.ValidateSuggestionParametersReply{}, nil +} diff --git a/pkg/suggestion/hyperband_service.go b/pkg/suggestion/hyperband_service.go index 74a2b81a490..93d9c021727 100644 --- a/pkg/suggestion/hyperband_service.go +++ b/pkg/suggestion/hyperband_service.go @@ -445,3 +445,8 @@ func (h *HyperBandSuggestService) GetSuggestions(ctx context.Context, in *api.Ge Trials: ts, }, nil } + +func (s *HyperBandSuggestService) ValidateSuggestionParameters(ctx context.Context, in *api.ValidateSuggestionParametersRequest) (*api.ValidateSuggestionParametersReply, error) { + + return &api.ValidateSuggestionParametersReply{}, nil +} diff --git a/pkg/suggestion/random_service.go b/pkg/suggestion/random_service.go index 814ec6a7c52..690ab71339b 100644 --- a/pkg/suggestion/random_service.go +++ b/pkg/suggestion/random_service.go @@ -81,3 +81,8 @@ func (s *RandomSuggestService) GetSuggestions(ctx context.Context, in *api.GetSu } return &api.GetSuggestionsReply{Trials: sT}, nil } + +func (s *RandomSuggestService) ValidateSuggestionParameters(ctx context.Context, in *api.ValidateSuggestionParametersRequest) (*api.ValidateSuggestionParametersReply, error) { + + return &api.ValidateSuggestionParametersReply{}, nil +} From 8a01094f74b5216d5ac87038cc7a4732af2df6bf Mon Sep 17 00:00:00 2001 From: andreyvelich Date: Wed, 27 Feb 2019 22:21:31 -0800 Subject: [PATCH 15/17] Fix logging --- pkg/api/api.proto | 2 +- pkg/controller/studyjob/katib_api_util.go | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/pkg/api/api.proto b/pkg/api/api.proto index c793ca0ded9..7e1069b4c73 100644 --- a/pkg/api/api.proto +++ b/pkg/api/api.proto @@ -802,7 +802,7 @@ message ValidateSuggestionParametersRequest { } /** - * Return 1 if Suggestion Parameters is Valid, 0 if not + * Return Invalid Argument Error if Suggestion Parameters are not Valid */ message ValidateSuggestionParametersReply { } diff --git a/pkg/controller/studyjob/katib_api_util.go b/pkg/controller/studyjob/katib_api_util.go index d8e42df474d..f58db3f2e62 100644 --- a/pkg/controller/studyjob/katib_api_util.go +++ b/pkg/controller/studyjob/katib_api_util.go @@ -52,14 +52,14 @@ func initializeStudy(instance *katibv1alpha1.StudyJob) error { return err } - log.Println("Validate Parameters inside Suggestion Start") + log.Println("Start to Validate Suggestion Parameters") isValidSuggestionParameters := validateSuggestionParameters(c, studyConfig, instance.Spec.SuggestionSpec.SuggestionParameters, instance.Spec.SuggestionSpec.SuggestionAlgorithm) if isValidSuggestionParameters { - log.Println("Suggestion Parameters is valid") + log.Println("Suggestion Parameters are valid") } else { instance.Status.Condition = katibv1alpha1.ConditionFailed - return errors.New("Suggestion Parameters is not valid") + return errors.New("Suggestion Parameters are not valid") } log.Printf("Create Study %s", studyConfig.Name) From ea896ae1a4c4690ef8873ce416a019e782710f9e Mon Sep 17 00:00:00 2001 From: andreyvelich Date: Thu, 28 Feb 2019 19:08:13 -0800 Subject: [PATCH 16/17] Add ValidateSuggestionParameters to mock --- pkg/mock/api/manager.go | 18 ++++++++++++++++++ pkg/mock/api/suggestion.go | 18 ++++++++++++++++++ pkg/mock/db/db.go | 13 ------------- 3 files changed, 36 insertions(+), 13 deletions(-) diff --git a/pkg/mock/api/manager.go b/pkg/mock/api/manager.go index b68fba741b6..32e781fdb34 100644 --- a/pkg/mock/api/manager.go +++ b/pkg/mock/api/manager.go @@ -484,3 +484,21 @@ func (mr *MockManagerClientMockRecorder) UpdateWorkerState(arg0, arg1 interface{ varargs := append([]interface{}{arg0, arg1}, arg2...) return mr.mock.ctrl.RecordCallWithMethodType(mr.mock, "UpdateWorkerState", reflect.TypeOf((*MockManagerClient)(nil).UpdateWorkerState), varargs...) } + +// ValidateSuggestionParameters mocks base method +func (m *MockManagerClient) ValidateSuggestionParameters(arg0 context.Context, arg1 *api.ValidateSuggestionParametersRequest, arg2 ...grpc.CallOption) (*api.ValidateSuggestionParametersReply, error) { + varargs := []interface{}{arg0, arg1} + for _, a := range arg2 { + varargs = append(varargs, a) + } + ret := m.ctrl.Call(m, "ValidateSuggestionParameters", varargs...) + ret0, _ := ret[0].(*api.ValidateSuggestionParametersReply) + ret1, _ := ret[1].(error) + return ret0, ret1 +} + +// ValidateSuggestionParameters indicates an expected call of ValidateSuggestionParameters +func (mr *MockManagerClientMockRecorder) ValidateSuggestionParameters(arg0, arg1 interface{}, arg2 ...interface{}) *gomock.Call { + varargs := append([]interface{}{arg0, arg1}, arg2...) + return mr.mock.ctrl.RecordCallWithMethodType(mr.mock, "ValidateSuggestionParameters", reflect.TypeOf((*MockManagerClient)(nil).ValidateSuggestionParameters), varargs...) +} diff --git a/pkg/mock/api/suggestion.go b/pkg/mock/api/suggestion.go index 423e7aa0404..29f5ae964d4 100644 --- a/pkg/mock/api/suggestion.go +++ b/pkg/mock/api/suggestion.go @@ -52,3 +52,21 @@ func (mr *MockSuggestionClientMockRecorder) GetSuggestions(arg0, arg1 interface{ varargs := append([]interface{}{arg0, arg1}, arg2...) return mr.mock.ctrl.RecordCallWithMethodType(mr.mock, "GetSuggestions", reflect.TypeOf((*MockSuggestionClient)(nil).GetSuggestions), varargs...) } + +// ValidateSuggestionParameters mocks base method +func (m *MockSuggestionClient) ValidateSuggestionParameters(arg0 context.Context, arg1 *api.ValidateSuggestionParametersRequest, arg2 ...grpc.CallOption) (*api.ValidateSuggestionParametersReply, error) { + varargs := []interface{}{arg0, arg1} + for _, a := range arg2 { + varargs = append(varargs, a) + } + ret := m.ctrl.Call(m, "ValidateSuggestionParameters", varargs...) + ret0, _ := ret[0].(*api.ValidateSuggestionParametersReply) + ret1, _ := ret[1].(error) + return ret0, ret1 +} + +// ValidateSuggestionParameters indicates an expected call of ValidateSuggestionParameters +func (mr *MockSuggestionClientMockRecorder) ValidateSuggestionParameters(arg0, arg1 interface{}, arg2 ...interface{}) *gomock.Call { + varargs := append([]interface{}{arg0, arg1}, arg2...) + return mr.mock.ctrl.RecordCallWithMethodType(mr.mock, "ValidateSuggestionParameters", reflect.TypeOf((*MockSuggestionClient)(nil).ValidateSuggestionParameters), varargs...) +} diff --git a/pkg/mock/db/db.go b/pkg/mock/db/db.go index 70d29f2f0a4..bcd6ef88f94 100644 --- a/pkg/mock/db/db.go +++ b/pkg/mock/db/db.go @@ -171,19 +171,6 @@ func (mr *MockVizierDBInterfaceMockRecorder) GetStudyList() *gomock.Call { return mr.mock.ctrl.RecordCallWithMethodType(mr.mock, "GetStudyList", reflect.TypeOf((*MockVizierDBInterface)(nil).GetStudyList)) } -// GetStudyMetrics mocks base method -func (m *MockVizierDBInterface) GetStudyMetrics(arg0 string) ([]string, error) { - ret := m.ctrl.Call(m, "GetStudyMetrics", arg0) - ret0, _ := ret[0].([]string) - ret1, _ := ret[1].(error) - return ret0, ret1 -} - -// GetStudyMetrics indicates an expected call of GetStudyMetrics -func (mr *MockVizierDBInterfaceMockRecorder) GetStudyMetrics(arg0 interface{}) *gomock.Call { - return mr.mock.ctrl.RecordCallWithMethodType(mr.mock, "GetStudyMetrics", reflect.TypeOf((*MockVizierDBInterface)(nil).GetStudyMetrics), arg0) -} - // GetSuggestionParam mocks base method func (m *MockVizierDBInterface) GetSuggestionParam(arg0 string) ([]*api.SuggestionParameter, error) { ret := m.ctrl.Call(m, "GetSuggestionParam", arg0) From b88030b9e9a149b335189598d70ef881f38a6bf8 Mon Sep 17 00:00:00 2001 From: andreyvelich Date: Mon, 4 Mar 2019 11:43:54 -0800 Subject: [PATCH 17/17] Handle Unvailable error --- cmd/manager/main.go | 3 --- pkg/api/api.proto | 3 ++- pkg/controller/studyjob/katib_api_util.go | 4 ++-- 3 files changed, 4 insertions(+), 6 deletions(-) diff --git a/cmd/manager/main.go b/cmd/manager/main.go index 8a59eb21342..db825000201 100644 --- a/cmd/manager/main.go +++ b/cmd/manager/main.go @@ -116,9 +116,6 @@ func (s *server) GetSuggestions(ctx context.Context, in *api_pb.GetSuggestionsRe } func (s *server) ValidateSuggestionParameters(ctx context.Context, in *api_pb.ValidateSuggestionParametersRequest) (*api_pb.ValidateSuggestionParametersReply, error) { - if in.SuggestionAlgorithm == "" { - return &api_pb.ValidateSuggestionParametersReply{}, errors.New("No suggest algorithm specified") - } conn, err := grpc.Dial("vizier-suggestion-"+in.SuggestionAlgorithm+":6789", grpc.WithInsecure()) if err != nil { diff --git a/pkg/api/api.proto b/pkg/api/api.proto index 7e1069b4c73..cdad3eb214f 100644 --- a/pkg/api/api.proto +++ b/pkg/api/api.proto @@ -214,6 +214,7 @@ service Manager { }; /** * Validate Suggestion Parameters from Study Job. + * Suggestion service should return INVALID_ARGUMENT Error when the parameter is invalid */ rpc ValidateSuggestionParameters(ValidateSuggestionParametersRequest) returns (ValidateSuggestionParametersReply){ option (google.api.http) = { @@ -802,7 +803,7 @@ message ValidateSuggestionParametersRequest { } /** - * Return Invalid Argument Error if Suggestion Parameters are not Valid + * Return INVALID_ARGUMENT Error if Suggestion Parameters are not Valid */ message ValidateSuggestionParametersReply { } diff --git a/pkg/controller/studyjob/katib_api_util.go b/pkg/controller/studyjob/katib_api_util.go index f58db3f2e62..1694a03ec16 100644 --- a/pkg/controller/studyjob/katib_api_util.go +++ b/pkg/controller/studyjob/katib_api_util.go @@ -383,8 +383,8 @@ func validateSuggestionParameters(c katibapi.ManagerClient, studyConfig *katibap return true } - if err != nil { - log.Printf("ValidateSuggestionParameters Error: %v", err) + if statusCode.Code() == codes.InvalidArgument || statusCode.Code() == codes.Unavailable { + log.Printf("ValidateSuggestionParameters Error: %v", statusCode.Message()) return false } return true