diff --git a/Makefile b/Makefile index c07cca120d0..296aa057064 100755 --- a/Makefile +++ b/Makefile @@ -10,10 +10,8 @@ CPU_ARCH ?= linux/amd64,linux/arm64 ENVTEST_K8S_VERSION ?= 1.29 MOCKGEN_VERSION ?= $(shell grep 'go.uber.org/mock' go.mod | cut -d ' ' -f 2) GO_VERSION=$(shell grep '^go' go.mod | cut -d ' ' -f 2) +GOPATH ?= $(shell go env GOPATH) -# for pytest -PYTHONPATH := $(PYTHONPATH):$(CURDIR)/pkg/apis/manager/v1beta1/python:$(CURDIR)/pkg/apis/manager/health/python -PYTHONPATH := $(PYTHONPATH):$(CURDIR)/pkg/metricscollector/v1beta1/common:$(CURDIR)/pkg/metricscollector/v1beta1/tfevent-metricscollector TEST_TENSORFLOW_EVENT_FILE_PATH ?= $(CURDIR)/test/unit/v1beta1/metricscollector/testdata/tfevent-metricscollector/logs # Run tests @@ -93,17 +91,13 @@ controller-gen: # 4. Generate gRPC manager APIs (pkg/apis/manager/v1beta1/build.sh and pkg/apis/manager/health/build.sh) # 5. Generate Go mock codes generate: controller-gen -ifndef GOPATH - $(error GOPATH not defined, please define GOPATH. Run "go help gopath" to learn more about GOPATH) -endif ifndef HAS_MOCKGEN go install go.uber.org/mock/mockgen@$(MOCKGEN_VERSION) $(info "mockgen has been installed") endif go generate ./pkg/... ./cmd/... hack/gen-python-sdk/gen-sdk.sh - pkg/apis/manager/v1beta1/build.sh - pkg/apis/manager/health/build.sh + hack/update-proto.sh hack/update-mockgen.sh # Build images for the Katib v1beta1 components. @@ -175,9 +169,9 @@ ifeq ("$(wildcard $(TEST_TENSORFLOW_EVENT_FILE_PATH))", "") endif pytest: prepare-pytest prepare-pytest-testdata - PYTHONPATH=$(PYTHONPATH) pytest ./test/unit/v1beta1/suggestion --ignore=./test/unit/v1beta1/suggestion/test_skopt_service.py - PYTHONPATH=$(PYTHONPATH) pytest ./test/unit/v1beta1/earlystopping - PYTHONPATH=$(PYTHONPATH) pytest ./test/unit/v1beta1/metricscollector + pytest ./test/unit/v1beta1/suggestion --ignore=./test/unit/v1beta1/suggestion/test_skopt_service.py + pytest ./test/unit/v1beta1/earlystopping + pytest ./test/unit/v1beta1/metricscollector # The skopt service doesn't work appropriately with Python 3.11. # So, we need to run the test with Python 3.9. @@ -187,4 +181,4 @@ pytest-skopt: pip install six pip install --prefer-binary -r test/unit/v1beta1/requirements.txt pip install --prefer-binary -r cmd/suggestion/skopt/v1beta1/requirements.txt - PYTHONPATH=$(PYTHONPATH) pytest ./test/unit/v1beta1/suggestion/test_skopt_service.py + pytest ./test/unit/v1beta1/suggestion/test_skopt_service.py diff --git a/cmd/metricscollector/v1beta1/tfevent-metricscollector/main.py b/cmd/metricscollector/v1beta1/tfevent-metricscollector/main.py index 29c95849bff..853166f4409 100644 --- a/cmd/metricscollector/v1beta1/tfevent-metricscollector/main.py +++ b/cmd/metricscollector/v1beta1/tfevent-metricscollector/main.py @@ -15,6 +15,7 @@ import grpc import argparse import api_pb2 +import api_pb2_grpc from pns import WaitMainProcesses import const from tfevent_loader import MetricsCollector @@ -55,25 +56,28 @@ def parse_options(): wait_all_processes = opt.wait_all_processes.lower() == "true" db_manager_server = opt.db_manager_server_addr.split(':') if len(db_manager_server) != 2: - raise Exception("Invalid Katib DB manager service address: %s" % - opt.db_manager_server_addr) + raise Exception( + f"Invalid Katib DB manager service address: {opt.db_manager_server_addr}" + ) WaitMainProcesses( pool_interval=opt.poll_interval, timout=opt.timeout, wait_all=wait_all_processes, - completed_marked_dir=opt.metrics_file_dir) + completed_marked_dir=opt.metrics_file_dir, + ) - mc = MetricsCollector(opt.metric_names.split(';')) + mc = MetricsCollector(opt.metric_names.split(";")) observation_log = mc.parse_file(opt.metrics_file_dir) - channel = grpc.beta.implementations.insecure_channel( - db_manager_server[0], int(db_manager_server[1])) - - with api_pb2.beta_create_DBManager_stub(channel) as client: - logger.info("In " + opt.trial_name + " " + - str(len(observation_log.metric_logs)) + " metrics will be reported.") - client.ReportObservationLog(api_pb2.ReportObservationLogRequest( - trial_name=opt.trial_name, - observation_log=observation_log - ), timeout=timeout_in_seconds) + with grpc.insecure_channel(opt.db_manager_server_addr) as channel: + stub = api_pb2_grpc.DBManagerStub(channel) + logger.info( + f"In {opt.trial_name} {str(len(observation_log.metric_logs))} metrics will be reported." + ) + stub.ReportObservationLog( + api_pb2.ReportObservationLogRequest( + trial_name=opt.trial_name, observation_log=observation_log + ), + timeout=timeout_in_seconds, + ) diff --git a/go.mod b/go.mod index f9e4e94fd48..08a9dc038ae 100644 --- a/go.mod +++ b/go.mod @@ -7,7 +7,6 @@ require ( github.com/awalterschulze/gographviz v2.0.3+incompatible github.com/c-bata/goptuna v0.8.0 github.com/go-sql-driver/mysql v1.5.0 - github.com/golang/protobuf v1.5.4 github.com/google/go-cmp v0.6.0 github.com/google/go-containerregistry v0.15.2 github.com/google/go-containerregistry/pkg/authn/k8schain v0.0.0-20230517160804-b7ad3f13a62c @@ -22,8 +21,8 @@ require ( github.com/spf13/viper v1.9.0 github.com/tidwall/gjson v1.14.1 go.uber.org/mock v0.4.0 - golang.org/x/net v0.23.0 google.golang.org/grpc v1.58.3 + google.golang.org/protobuf v1.33.0 k8s.io/api v0.29.3 k8s.io/apimachinery v0.29.3 k8s.io/client-go v0.29.3 @@ -85,6 +84,7 @@ require ( github.com/gogo/protobuf v1.3.2 // indirect github.com/golang-jwt/jwt/v4 v4.5.0 // indirect github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect + github.com/golang/protobuf v1.5.4 // indirect github.com/google/gnostic-models v0.6.8 // indirect github.com/google/go-containerregistry/pkg/authn/kubernetes v0.0.0-20230516205744-dbecb1de8cfa // indirect github.com/google/gofuzz v1.2.0 // indirect @@ -130,6 +130,7 @@ require ( golang.org/x/crypto v0.21.0 // indirect golang.org/x/exp v0.0.0-20220722155223-a9213eeb770e // indirect golang.org/x/mod v0.14.0 // indirect + golang.org/x/net v0.23.0 // indirect golang.org/x/oauth2 v0.12.0 // indirect golang.org/x/sync v0.5.0 // indirect golang.org/x/sys v0.18.0 // indirect @@ -141,7 +142,6 @@ require ( gonum.org/v1/gonum v0.8.2 // indirect google.golang.org/appengine v1.6.7 // indirect google.golang.org/genproto/googleapis/rpc v0.0.0-20230822172742-b8732ec3820d // indirect - google.golang.org/protobuf v1.33.0 // indirect gopkg.in/fsnotify/fsnotify.v1 v1.4.7 // indirect gopkg.in/inf.v0 v0.9.1 // indirect gopkg.in/ini.v1 v1.63.2 // indirect diff --git a/hack/update-proto.sh b/hack/update-proto.sh new file mode 100755 index 00000000000..89fc99cb789 --- /dev/null +++ b/hack/update-proto.sh @@ -0,0 +1,40 @@ +#!/usr/bin/env bash + +# Copyright 2024 The Kubeflow Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +set -e + +SOURCE="${BASH_SOURCE[0]}" +while [ -h "$SOURCE" ]; do # resolve $SOURCE until the file is no longer a symlink + DIR="$( cd -P "$( dirname "$SOURCE" )" && pwd )" + SOURCE="$(readlink "$SOURCE")" + [[ $SOURCE != /* ]] && SOURCE="$DIR/$SOURCE" # if $SOURCE was a relative symlink, we need to resolve it relative to the path where the symlink file was located +done +ROOT_DIR="$( cd -P "$( dirname "$SOURCE" )/.." && pwd )" + +mkdir -p "${ROOT_DIR}/bin" +export GOBIN=$ROOT_DIR/bin + +if [ ! -f "${GOBIN}/buf" ]; then + go install github.com/bufbuild/buf/cmd/buf@v1.32.2 +fi + +pushd "${ROOT_DIR}/pkg/apis/manager/health" + "${GOBIN}/buf" generate +popd + +pushd "${ROOT_DIR}/pkg/apis/manager/v1beta1" + "${GOBIN}/buf" generate +popd diff --git a/pkg/apis/manager/health/buf.gen.yaml b/pkg/apis/manager/health/buf.gen.yaml new file mode 100644 index 00000000000..12d9120718f --- /dev/null +++ b/pkg/apis/manager/health/buf.gen.yaml @@ -0,0 +1,21 @@ +version: v2 +plugins: +- remote: buf.build/protocolbuffers/go:v1.33.0 + out: . + opt: module=github.com/kubeflow/katib/pkg/apis/manager/health + +- remote: buf.build/grpc/go:v1.3.0 + out: . + opt: module=github.com/kubeflow/katib/pkg/apis/manager/health,require_unimplemented_servers=false + +- remote: buf.build/protocolbuffers/python:v26.1 + out: python + +- remote: buf.build/protocolbuffers/pyi:v26.1 + out: python + +- remote: buf.build/grpc/python:v1.64.1 + out: python + +inputs: +- directory: . diff --git a/pkg/apis/manager/health/build.sh b/pkg/apis/manager/health/build.sh deleted file mode 100755 index a12a86887ff..00000000000 --- a/pkg/apis/manager/health/build.sh +++ /dev/null @@ -1,24 +0,0 @@ -#!/usr/bin/env bash - -# Copyright 2022 The Kubeflow Authors. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -set -x -set -e - -cd "$(dirname "$0")" - -proto="health.proto" -docker run -i --rm -v "$PWD:$PWD" -w "$PWD" znly/protoc --python_out=plugins=grpc:./python --go_out=plugins=grpc:. -I. $proto -docker run -i --rm -v "$PWD:$PWD" -w "$PWD" znly/protoc --plugin=protoc-gen-grpc=/usr/bin/grpc_python_plugin --python_out=./python --grpc_out=./python -I. $proto diff --git a/pkg/apis/manager/health/health.pb.go b/pkg/apis/manager/health/health.pb.go index 1f598c1ea49..bff4e566097 100644 --- a/pkg/apis/manager/health/health.pb.go +++ b/pkg/apis/manager/health/health.pb.go @@ -1,37 +1,24 @@ // Code generated by protoc-gen-go. DO NOT EDIT. +// versions: +// protoc-gen-go v1.33.0 +// protoc (unknown) // source: health.proto -/* -Package grpc_health_v1 is a generated protocol buffer package. - -It is generated from these files: - health.proto - -It has these top-level messages: - HealthCheckRequest - HealthCheckResponse -*/ package grpc_health_v1 -import proto "github.com/golang/protobuf/proto" -import fmt "fmt" -import math "math" - import ( - context "golang.org/x/net/context" - grpc "google.golang.org/grpc" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" + reflect "reflect" + sync "sync" ) -// Reference imports to suppress errors if they are not otherwise used. -var _ = proto.Marshal -var _ = fmt.Errorf -var _ = math.Inf - -// This is a compile-time assertion to ensure that this generated file -// is compatible with the proto package it is being compiled against. -// A compilation error at this line likely means your copy of the -// proto package needs to be updated. -const _ = proto.ProtoPackageIsVersion2 // please upgrade the proto package +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) type HealthCheckResponse_ServingStatus int32 @@ -41,149 +28,250 @@ const ( HealthCheckResponse_NOT_SERVING HealthCheckResponse_ServingStatus = 2 ) -var HealthCheckResponse_ServingStatus_name = map[int32]string{ - 0: "UNKNOWN", - 1: "SERVING", - 2: "NOT_SERVING", -} -var HealthCheckResponse_ServingStatus_value = map[string]int32{ - "UNKNOWN": 0, - "SERVING": 1, - "NOT_SERVING": 2, +// Enum value maps for HealthCheckResponse_ServingStatus. +var ( + HealthCheckResponse_ServingStatus_name = map[int32]string{ + 0: "UNKNOWN", + 1: "SERVING", + 2: "NOT_SERVING", + } + HealthCheckResponse_ServingStatus_value = map[string]int32{ + "UNKNOWN": 0, + "SERVING": 1, + "NOT_SERVING": 2, + } +) + +func (x HealthCheckResponse_ServingStatus) Enum() *HealthCheckResponse_ServingStatus { + p := new(HealthCheckResponse_ServingStatus) + *p = x + return p } func (x HealthCheckResponse_ServingStatus) String() string { - return proto.EnumName(HealthCheckResponse_ServingStatus_name, int32(x)) + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) } + +func (HealthCheckResponse_ServingStatus) Descriptor() protoreflect.EnumDescriptor { + return file_health_proto_enumTypes[0].Descriptor() +} + +func (HealthCheckResponse_ServingStatus) Type() protoreflect.EnumType { + return &file_health_proto_enumTypes[0] +} + +func (x HealthCheckResponse_ServingStatus) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use HealthCheckResponse_ServingStatus.Descriptor instead. func (HealthCheckResponse_ServingStatus) EnumDescriptor() ([]byte, []int) { - return fileDescriptor0, []int{1, 0} + return file_health_proto_rawDescGZIP(), []int{1, 0} } type HealthCheckRequest struct { - Service string `protobuf:"bytes,1,opt,name=service" json:"service,omitempty"` -} + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields -func (m *HealthCheckRequest) Reset() { *m = HealthCheckRequest{} } -func (m *HealthCheckRequest) String() string { return proto.CompactTextString(m) } -func (*HealthCheckRequest) ProtoMessage() {} -func (*HealthCheckRequest) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{0} } + Service string `protobuf:"bytes,1,opt,name=service,proto3" json:"service,omitempty"` +} -func (m *HealthCheckRequest) GetService() string { - if m != nil { - return m.Service +func (x *HealthCheckRequest) Reset() { + *x = HealthCheckRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_health_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) } - return "" } -type HealthCheckResponse struct { - Status HealthCheckResponse_ServingStatus `protobuf:"varint,1,opt,name=status,enum=grpc.health.v1.HealthCheckResponse_ServingStatus" json:"status,omitempty"` +func (x *HealthCheckRequest) String() string { + return protoimpl.X.MessageStringOf(x) } -func (m *HealthCheckResponse) Reset() { *m = HealthCheckResponse{} } -func (m *HealthCheckResponse) String() string { return proto.CompactTextString(m) } -func (*HealthCheckResponse) ProtoMessage() {} -func (*HealthCheckResponse) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{1} } +func (*HealthCheckRequest) ProtoMessage() {} -func (m *HealthCheckResponse) GetStatus() HealthCheckResponse_ServingStatus { - if m != nil { - return m.Status +func (x *HealthCheckRequest) ProtoReflect() protoreflect.Message { + mi := &file_health_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms } - return HealthCheckResponse_UNKNOWN + return mi.MessageOf(x) } -func init() { - proto.RegisterType((*HealthCheckRequest)(nil), "grpc.health.v1.HealthCheckRequest") - proto.RegisterType((*HealthCheckResponse)(nil), "grpc.health.v1.HealthCheckResponse") - proto.RegisterEnum("grpc.health.v1.HealthCheckResponse_ServingStatus", HealthCheckResponse_ServingStatus_name, HealthCheckResponse_ServingStatus_value) +// Deprecated: Use HealthCheckRequest.ProtoReflect.Descriptor instead. +func (*HealthCheckRequest) Descriptor() ([]byte, []int) { + return file_health_proto_rawDescGZIP(), []int{0} } -// Reference imports to suppress errors if they are not otherwise used. -var _ context.Context -var _ grpc.ClientConn +func (x *HealthCheckRequest) GetService() string { + if x != nil { + return x.Service + } + return "" +} -// This is a compile-time assertion to ensure that this generated file -// is compatible with the grpc package it is being compiled against. -const _ = grpc.SupportPackageIsVersion4 +type HealthCheckResponse struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields -// Client API for Health service + Status HealthCheckResponse_ServingStatus `protobuf:"varint,1,opt,name=status,proto3,enum=grpc.health.v1.HealthCheckResponse_ServingStatus" json:"status,omitempty"` +} -type HealthClient interface { - Check(ctx context.Context, in *HealthCheckRequest, opts ...grpc.CallOption) (*HealthCheckResponse, error) +func (x *HealthCheckResponse) Reset() { + *x = HealthCheckResponse{} + if protoimpl.UnsafeEnabled { + mi := &file_health_proto_msgTypes[1] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } } -type healthClient struct { - cc *grpc.ClientConn +func (x *HealthCheckResponse) String() string { + return protoimpl.X.MessageStringOf(x) } -func NewHealthClient(cc *grpc.ClientConn) HealthClient { - return &healthClient{cc} +func (*HealthCheckResponse) ProtoMessage() {} + +func (x *HealthCheckResponse) ProtoReflect() protoreflect.Message { + mi := &file_health_proto_msgTypes[1] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -func (c *healthClient) Check(ctx context.Context, in *HealthCheckRequest, opts ...grpc.CallOption) (*HealthCheckResponse, error) { - out := new(HealthCheckResponse) - err := grpc.Invoke(ctx, "/grpc.health.v1.Health/Check", in, out, c.cc, opts...) - if err != nil { - return nil, err +// Deprecated: Use HealthCheckResponse.ProtoReflect.Descriptor instead. +func (*HealthCheckResponse) Descriptor() ([]byte, []int) { + return file_health_proto_rawDescGZIP(), []int{1} +} + +func (x *HealthCheckResponse) GetStatus() HealthCheckResponse_ServingStatus { + if x != nil { + return x.Status } - return out, nil + return HealthCheckResponse_UNKNOWN } -// Server API for Health service +var File_health_proto protoreflect.FileDescriptor + +var file_health_proto_rawDesc = []byte{ + 0x0a, 0x0c, 0x68, 0x65, 0x61, 0x6c, 0x74, 0x68, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x12, 0x0e, + 0x67, 0x72, 0x70, 0x63, 0x2e, 0x68, 0x65, 0x61, 0x6c, 0x74, 0x68, 0x2e, 0x76, 0x31, 0x22, 0x2e, + 0x0a, 0x12, 0x48, 0x65, 0x61, 0x6c, 0x74, 0x68, 0x43, 0x68, 0x65, 0x63, 0x6b, 0x52, 0x65, 0x71, + 0x75, 0x65, 0x73, 0x74, 0x12, 0x18, 0x0a, 0x07, 0x73, 0x65, 0x72, 0x76, 0x69, 0x63, 0x65, 0x18, + 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x07, 0x73, 0x65, 0x72, 0x76, 0x69, 0x63, 0x65, 0x22, 0x9c, + 0x01, 0x0a, 0x13, 0x48, 0x65, 0x61, 0x6c, 0x74, 0x68, 0x43, 0x68, 0x65, 0x63, 0x6b, 0x52, 0x65, + 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x12, 0x49, 0x0a, 0x06, 0x73, 0x74, 0x61, 0x74, 0x75, 0x73, + 0x18, 0x01, 0x20, 0x01, 0x28, 0x0e, 0x32, 0x31, 0x2e, 0x67, 0x72, 0x70, 0x63, 0x2e, 0x68, 0x65, + 0x61, 0x6c, 0x74, 0x68, 0x2e, 0x76, 0x31, 0x2e, 0x48, 0x65, 0x61, 0x6c, 0x74, 0x68, 0x43, 0x68, + 0x65, 0x63, 0x6b, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x2e, 0x53, 0x65, 0x72, 0x76, + 0x69, 0x6e, 0x67, 0x53, 0x74, 0x61, 0x74, 0x75, 0x73, 0x52, 0x06, 0x73, 0x74, 0x61, 0x74, 0x75, + 0x73, 0x22, 0x3a, 0x0a, 0x0d, 0x53, 0x65, 0x72, 0x76, 0x69, 0x6e, 0x67, 0x53, 0x74, 0x61, 0x74, + 0x75, 0x73, 0x12, 0x0b, 0x0a, 0x07, 0x55, 0x4e, 0x4b, 0x4e, 0x4f, 0x57, 0x4e, 0x10, 0x00, 0x12, + 0x0b, 0x0a, 0x07, 0x53, 0x45, 0x52, 0x56, 0x49, 0x4e, 0x47, 0x10, 0x01, 0x12, 0x0f, 0x0a, 0x0b, + 0x4e, 0x4f, 0x54, 0x5f, 0x53, 0x45, 0x52, 0x56, 0x49, 0x4e, 0x47, 0x10, 0x02, 0x32, 0x5a, 0x0a, + 0x06, 0x48, 0x65, 0x61, 0x6c, 0x74, 0x68, 0x12, 0x50, 0x0a, 0x05, 0x43, 0x68, 0x65, 0x63, 0x6b, + 0x12, 0x22, 0x2e, 0x67, 0x72, 0x70, 0x63, 0x2e, 0x68, 0x65, 0x61, 0x6c, 0x74, 0x68, 0x2e, 0x76, + 0x31, 0x2e, 0x48, 0x65, 0x61, 0x6c, 0x74, 0x68, 0x43, 0x68, 0x65, 0x63, 0x6b, 0x52, 0x65, 0x71, + 0x75, 0x65, 0x73, 0x74, 0x1a, 0x23, 0x2e, 0x67, 0x72, 0x70, 0x63, 0x2e, 0x68, 0x65, 0x61, 0x6c, + 0x74, 0x68, 0x2e, 0x76, 0x31, 0x2e, 0x48, 0x65, 0x61, 0x6c, 0x74, 0x68, 0x43, 0x68, 0x65, 0x63, + 0x6b, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x42, 0x42, 0x5a, 0x40, 0x67, 0x69, 0x74, + 0x68, 0x75, 0x62, 0x2e, 0x63, 0x6f, 0x6d, 0x2f, 0x6b, 0x75, 0x62, 0x65, 0x66, 0x6c, 0x6f, 0x77, + 0x2f, 0x6b, 0x61, 0x74, 0x69, 0x62, 0x2f, 0x70, 0x6b, 0x67, 0x2f, 0x61, 0x70, 0x69, 0x73, 0x2f, + 0x6d, 0x61, 0x6e, 0x61, 0x67, 0x65, 0x72, 0x2f, 0x68, 0x65, 0x61, 0x6c, 0x74, 0x68, 0x3b, 0x67, + 0x72, 0x70, 0x63, 0x5f, 0x68, 0x65, 0x61, 0x6c, 0x74, 0x68, 0x5f, 0x76, 0x31, 0x62, 0x06, 0x70, + 0x72, 0x6f, 0x74, 0x6f, 0x33, +} + +var ( + file_health_proto_rawDescOnce sync.Once + file_health_proto_rawDescData = file_health_proto_rawDesc +) -type HealthServer interface { - Check(context.Context, *HealthCheckRequest) (*HealthCheckResponse, error) +func file_health_proto_rawDescGZIP() []byte { + file_health_proto_rawDescOnce.Do(func() { + file_health_proto_rawDescData = protoimpl.X.CompressGZIP(file_health_proto_rawDescData) + }) + return file_health_proto_rawDescData } -func RegisterHealthServer(s *grpc.Server, srv HealthServer) { - s.RegisterService(&_Health_serviceDesc, srv) +var file_health_proto_enumTypes = make([]protoimpl.EnumInfo, 1) +var file_health_proto_msgTypes = make([]protoimpl.MessageInfo, 2) +var file_health_proto_goTypes = []interface{}{ + (HealthCheckResponse_ServingStatus)(0), // 0: grpc.health.v1.HealthCheckResponse.ServingStatus + (*HealthCheckRequest)(nil), // 1: grpc.health.v1.HealthCheckRequest + (*HealthCheckResponse)(nil), // 2: grpc.health.v1.HealthCheckResponse +} +var file_health_proto_depIdxs = []int32{ + 0, // 0: grpc.health.v1.HealthCheckResponse.status:type_name -> grpc.health.v1.HealthCheckResponse.ServingStatus + 1, // 1: grpc.health.v1.Health.Check:input_type -> grpc.health.v1.HealthCheckRequest + 2, // 2: grpc.health.v1.Health.Check:output_type -> grpc.health.v1.HealthCheckResponse + 2, // [2:3] is the sub-list for method output_type + 1, // [1:2] is the sub-list for method input_type + 1, // [1:1] is the sub-list for extension type_name + 1, // [1:1] is the sub-list for extension extendee + 0, // [0:1] is the sub-list for field type_name } -func _Health_Check_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { - in := new(HealthCheckRequest) - if err := dec(in); err != nil { - return nil, err - } - if interceptor == nil { - return srv.(HealthServer).Check(ctx, in) - } - info := &grpc.UnaryServerInfo{ - Server: srv, - FullMethod: "/grpc.health.v1.Health/Check", +func init() { file_health_proto_init() } +func file_health_proto_init() { + if File_health_proto != nil { + return } - handler := func(ctx context.Context, req interface{}) (interface{}, error) { - return srv.(HealthServer).Check(ctx, req.(*HealthCheckRequest)) + if !protoimpl.UnsafeEnabled { + file_health_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*HealthCheckRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_health_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*HealthCheckResponse); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } } - return interceptor(ctx, in, info, handler) -} - -var _Health_serviceDesc = grpc.ServiceDesc{ - ServiceName: "grpc.health.v1.Health", - HandlerType: (*HealthServer)(nil), - Methods: []grpc.MethodDesc{ - { - MethodName: "Check", - Handler: _Health_Check_Handler, + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_health_proto_rawDesc, + NumEnums: 1, + NumMessages: 2, + NumExtensions: 0, + NumServices: 1, }, - }, - Streams: []grpc.StreamDesc{}, - Metadata: "health.proto", -} - -func init() { proto.RegisterFile("health.proto", fileDescriptor0) } - -var fileDescriptor0 = []byte{ - // 204 bytes of a gzipped FileDescriptorProto - 0x1f, 0x8b, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xff, 0xe2, 0xe2, 0xc9, 0x48, 0x4d, 0xcc, - 0x29, 0xc9, 0xd0, 0x2b, 0x28, 0xca, 0x2f, 0xc9, 0x17, 0xe2, 0x4b, 0x2f, 0x2a, 0x48, 0xd6, 0x83, - 0x0a, 0x95, 0x19, 0x2a, 0xe9, 0x71, 0x09, 0x79, 0x80, 0x39, 0xce, 0x19, 0xa9, 0xc9, 0xd9, 0x41, - 0xa9, 0x85, 0xa5, 0xa9, 0xc5, 0x25, 0x42, 0x12, 0x5c, 0xec, 0xc5, 0xa9, 0x45, 0x65, 0x99, 0xc9, - 0xa9, 0x12, 0x8c, 0x0a, 0x8c, 0x1a, 0x9c, 0x41, 0x30, 0xae, 0xd2, 0x1c, 0x46, 0x2e, 0x61, 0x14, - 0x0d, 0xc5, 0x05, 0xf9, 0x79, 0xc5, 0xa9, 0x42, 0x9e, 0x5c, 0x6c, 0xc5, 0x25, 0x89, 0x25, 0xa5, - 0xc5, 0x60, 0x0d, 0x7c, 0x46, 0x86, 0x7a, 0xa8, 0x16, 0xe9, 0x61, 0xd1, 0xa4, 0x17, 0x0c, 0x32, - 0x34, 0x2f, 0x3d, 0x18, 0xac, 0x31, 0x08, 0x6a, 0x80, 0x92, 0x15, 0x17, 0x2f, 0x8a, 0x84, 0x10, - 0x37, 0x17, 0x7b, 0xa8, 0x9f, 0xb7, 0x9f, 0x7f, 0xb8, 0x9f, 0x00, 0x03, 0x88, 0x13, 0xec, 0x1a, - 0x14, 0xe6, 0xe9, 0xe7, 0x2e, 0xc0, 0x28, 0xc4, 0xcf, 0xc5, 0xed, 0xe7, 0x1f, 0x12, 0x0f, 0x13, - 0x60, 0x32, 0x8a, 0xe2, 0x62, 0x83, 0x58, 0x24, 0x14, 0xc0, 0xc5, 0x0a, 0xb6, 0x4c, 0x48, 0x09, - 0xaf, 0x4b, 0xc0, 0xfe, 0x95, 0x52, 0x26, 0xc2, 0xb5, 0x49, 0x6c, 0xe0, 0x10, 0x34, 0x06, 0x04, - 0x00, 0x00, 0xff, 0xff, 0xac, 0x56, 0x2a, 0xcb, 0x51, 0x01, 0x00, 0x00, + GoTypes: file_health_proto_goTypes, + DependencyIndexes: file_health_proto_depIdxs, + EnumInfos: file_health_proto_enumTypes, + MessageInfos: file_health_proto_msgTypes, + }.Build() + File_health_proto = out.File + file_health_proto_rawDesc = nil + file_health_proto_goTypes = nil + file_health_proto_depIdxs = nil } diff --git a/pkg/apis/manager/health/health.proto b/pkg/apis/manager/health/health.proto index 97d08baf9b5..50f13e8b75a 100644 --- a/pkg/apis/manager/health/health.proto +++ b/pkg/apis/manager/health/health.proto @@ -2,6 +2,8 @@ syntax = "proto3"; package grpc.health.v1; +option go_package = "github.com/kubeflow/katib/pkg/apis/manager/health;grpc_health_v1"; + service Health { rpc Check(HealthCheckRequest) returns (HealthCheckResponse); } diff --git a/pkg/apis/manager/health/health_grpc.pb.go b/pkg/apis/manager/health/health_grpc.pb.go new file mode 100644 index 00000000000..003ef50b9ee --- /dev/null +++ b/pkg/apis/manager/health/health_grpc.pb.go @@ -0,0 +1,107 @@ +// Code generated by protoc-gen-go-grpc. DO NOT EDIT. +// versions: +// - protoc-gen-go-grpc v1.3.0 +// - protoc (unknown) +// source: health.proto + +package grpc_health_v1 + +import ( + context "context" + grpc "google.golang.org/grpc" + codes "google.golang.org/grpc/codes" + status "google.golang.org/grpc/status" +) + +// This is a compile-time assertion to ensure that this generated file +// is compatible with the grpc package it is being compiled against. +// Requires gRPC-Go v1.32.0 or later. +const _ = grpc.SupportPackageIsVersion7 + +const ( + Health_Check_FullMethodName = "/grpc.health.v1.Health/Check" +) + +// HealthClient is the client API for Health service. +// +// For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream. +type HealthClient interface { + Check(ctx context.Context, in *HealthCheckRequest, opts ...grpc.CallOption) (*HealthCheckResponse, error) +} + +type healthClient struct { + cc grpc.ClientConnInterface +} + +func NewHealthClient(cc grpc.ClientConnInterface) HealthClient { + return &healthClient{cc} +} + +func (c *healthClient) Check(ctx context.Context, in *HealthCheckRequest, opts ...grpc.CallOption) (*HealthCheckResponse, error) { + out := new(HealthCheckResponse) + err := c.cc.Invoke(ctx, Health_Check_FullMethodName, in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +// HealthServer is the server API for Health service. +// All implementations should embed UnimplementedHealthServer +// for forward compatibility +type HealthServer interface { + Check(context.Context, *HealthCheckRequest) (*HealthCheckResponse, error) +} + +// UnimplementedHealthServer should be embedded to have forward compatible implementations. +type UnimplementedHealthServer struct { +} + +func (UnimplementedHealthServer) Check(context.Context, *HealthCheckRequest) (*HealthCheckResponse, error) { + return nil, status.Errorf(codes.Unimplemented, "method Check not implemented") +} + +// UnsafeHealthServer may be embedded to opt out of forward compatibility for this service. +// Use of this interface is not recommended, as added methods to HealthServer will +// result in compilation errors. +type UnsafeHealthServer interface { + mustEmbedUnimplementedHealthServer() +} + +func RegisterHealthServer(s grpc.ServiceRegistrar, srv HealthServer) { + s.RegisterService(&Health_ServiceDesc, srv) +} + +func _Health_Check_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(HealthCheckRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(HealthServer).Check(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: Health_Check_FullMethodName, + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(HealthServer).Check(ctx, req.(*HealthCheckRequest)) + } + return interceptor(ctx, in, info, handler) +} + +// Health_ServiceDesc is the grpc.ServiceDesc for Health service. +// It's only intended for direct use with grpc.RegisterService, +// and not to be introspected or modified (even as a copy) +var Health_ServiceDesc = grpc.ServiceDesc{ + ServiceName: "grpc.health.v1.Health", + HandlerType: (*HealthServer)(nil), + Methods: []grpc.MethodDesc{ + { + MethodName: "Check", + Handler: _Health_Check_Handler, + }, + }, + Streams: []grpc.StreamDesc{}, + Metadata: "health.proto", +} diff --git a/pkg/apis/manager/health/python/health_pb2.py b/pkg/apis/manager/health/python/health_pb2.py index ef49555776d..95ecb9330d5 100644 --- a/pkg/apis/manager/health/python/health_pb2.py +++ b/pkg/apis/manager/health/python/health_pb2.py @@ -1,13 +1,12 @@ +# -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! # source: health.proto - -import sys -_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1')) +# Protobuf Python Version: 5.26.1 +"""Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor -from google.protobuf import message as _message -from google.protobuf import reflection as _reflection +from google.protobuf import descriptor_pool as _descriptor_pool from google.protobuf import symbol_database as _symbol_database -from google.protobuf import descriptor_pb2 +from google.protobuf.internal import builder as _builder # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -15,266 +14,20 @@ -DESCRIPTOR = _descriptor.FileDescriptor( - name='health.proto', - package='grpc.health.v1', - syntax='proto3', - serialized_pb=_b('\n\x0chealth.proto\x12\x0egrpc.health.v1\"%\n\x12HealthCheckRequest\x12\x0f\n\x07service\x18\x01 \x01(\t\"\x94\x01\n\x13HealthCheckResponse\x12\x41\n\x06status\x18\x01 \x01(\x0e\x32\x31.grpc.health.v1.HealthCheckResponse.ServingStatus\":\n\rServingStatus\x12\x0b\n\x07UNKNOWN\x10\x00\x12\x0b\n\x07SERVING\x10\x01\x12\x0f\n\x0bNOT_SERVING\x10\x02\x32Z\n\x06Health\x12P\n\x05\x43heck\x12\".grpc.health.v1.HealthCheckRequest\x1a#.grpc.health.v1.HealthCheckResponseb\x06proto3') -) - - - -_HEALTHCHECKRESPONSE_SERVINGSTATUS = _descriptor.EnumDescriptor( - name='ServingStatus', - full_name='grpc.health.v1.HealthCheckResponse.ServingStatus', - filename=None, - file=DESCRIPTOR, - values=[ - _descriptor.EnumValueDescriptor( - name='UNKNOWN', index=0, number=0, - options=None, - type=None), - _descriptor.EnumValueDescriptor( - name='SERVING', index=1, number=1, - options=None, - type=None), - _descriptor.EnumValueDescriptor( - name='NOT_SERVING', index=2, number=2, - options=None, - type=None), - ], - containing_type=None, - options=None, - serialized_start=162, - serialized_end=220, -) -_sym_db.RegisterEnumDescriptor(_HEALTHCHECKRESPONSE_SERVINGSTATUS) - - -_HEALTHCHECKREQUEST = _descriptor.Descriptor( - name='HealthCheckRequest', - full_name='grpc.health.v1.HealthCheckRequest', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='service', full_name='grpc.health.v1.HealthCheckRequest.service', index=0, - number=1, 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=32, - serialized_end=69, -) - - -_HEALTHCHECKRESPONSE = _descriptor.Descriptor( - name='HealthCheckResponse', - full_name='grpc.health.v1.HealthCheckResponse', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='status', full_name='grpc.health.v1.HealthCheckResponse.status', index=0, - number=1, type=14, cpp_type=8, 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=[ - ], - nested_types=[], - enum_types=[ - _HEALTHCHECKRESPONSE_SERVINGSTATUS, - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=72, - serialized_end=220, -) - -_HEALTHCHECKRESPONSE.fields_by_name['status'].enum_type = _HEALTHCHECKRESPONSE_SERVINGSTATUS -_HEALTHCHECKRESPONSE_SERVINGSTATUS.containing_type = _HEALTHCHECKRESPONSE -DESCRIPTOR.message_types_by_name['HealthCheckRequest'] = _HEALTHCHECKREQUEST -DESCRIPTOR.message_types_by_name['HealthCheckResponse'] = _HEALTHCHECKRESPONSE -_sym_db.RegisterFileDescriptor(DESCRIPTOR) - -HealthCheckRequest = _reflection.GeneratedProtocolMessageType('HealthCheckRequest', (_message.Message,), dict( - DESCRIPTOR = _HEALTHCHECKREQUEST, - __module__ = 'health_pb2' - # @@protoc_insertion_point(class_scope:grpc.health.v1.HealthCheckRequest) - )) -_sym_db.RegisterMessage(HealthCheckRequest) - -HealthCheckResponse = _reflection.GeneratedProtocolMessageType('HealthCheckResponse', (_message.Message,), dict( - DESCRIPTOR = _HEALTHCHECKRESPONSE, - __module__ = 'health_pb2' - # @@protoc_insertion_point(class_scope:grpc.health.v1.HealthCheckResponse) - )) -_sym_db.RegisterMessage(HealthCheckResponse) - - - -_HEALTH = _descriptor.ServiceDescriptor( - name='Health', - full_name='grpc.health.v1.Health', - file=DESCRIPTOR, - index=0, - options=None, - serialized_start=222, - serialized_end=312, - methods=[ - _descriptor.MethodDescriptor( - name='Check', - full_name='grpc.health.v1.Health.Check', - index=0, - containing_service=None, - input_type=_HEALTHCHECKREQUEST, - output_type=_HEALTHCHECKRESPONSE, - options=None, - ), -]) -_sym_db.RegisterServiceDescriptor(_HEALTH) - -DESCRIPTOR.services_by_name['Health'] = _HEALTH - -try: - # THESE ELEMENTS WILL BE DEPRECATED. - # Please use the generated *_pb2_grpc.py files instead. - import grpc - from grpc.beta import implementations as beta_implementations - from grpc.beta import interfaces as beta_interfaces - from grpc.framework.common import cardinality - from grpc.framework.interfaces.face import utilities as face_utilities - - - class HealthStub(object): - # missing associated documentation comment in .proto file - pass - - def __init__(self, channel): - """Constructor. - - Args: - channel: A grpc.Channel. - """ - self.Check = channel.unary_unary( - '/grpc.health.v1.Health/Check', - request_serializer=HealthCheckRequest.SerializeToString, - response_deserializer=HealthCheckResponse.FromString, - ) - - - class HealthServicer(object): - # missing associated documentation comment in .proto file - pass - - def Check(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_HealthServicer_to_server(servicer, server): - rpc_method_handlers = { - 'Check': grpc.unary_unary_rpc_method_handler( - servicer.Check, - request_deserializer=HealthCheckRequest.FromString, - response_serializer=HealthCheckResponse.SerializeToString, - ), - } - generic_handler = grpc.method_handlers_generic_handler( - 'grpc.health.v1.Health', rpc_method_handlers) - server.add_generic_rpc_handlers((generic_handler,)) - - - class BetaHealthServicer(object): - """The Beta API is deprecated for 0.15.0 and later. - - It is recommended to use the GA API (classes and functions in this - file not marked beta) for all further purposes. This class was generated - only to ease transition from grpcio<0.15.0 to grpcio>=0.15.0.""" - # missing associated documentation comment in .proto file - pass - def Check(self, request, context): - # missing associated documentation comment in .proto file - pass - context.code(beta_interfaces.StatusCode.UNIMPLEMENTED) - - - class BetaHealthStub(object): - """The Beta API is deprecated for 0.15.0 and later. - - It is recommended to use the GA API (classes and functions in this - file not marked beta) for all further purposes. This class was generated - only to ease transition from grpcio<0.15.0 to grpcio>=0.15.0.""" - # missing associated documentation comment in .proto file - pass - def Check(self, request, timeout, metadata=None, with_call=False, protocol_options=None): - # missing associated documentation comment in .proto file - pass - raise NotImplementedError() - Check.future = None - - - def beta_create_Health_server(servicer, pool=None, pool_size=None, default_timeout=None, maximum_timeout=None): - """The Beta API is deprecated for 0.15.0 and later. - - It is recommended to use the GA API (classes and functions in this - file not marked beta) for all further purposes. This function was - generated only to ease transition from grpcio<0.15.0 to grpcio>=0.15.0""" - request_deserializers = { - ('grpc.health.v1.Health', 'Check'): HealthCheckRequest.FromString, - } - response_serializers = { - ('grpc.health.v1.Health', 'Check'): HealthCheckResponse.SerializeToString, - } - method_implementations = { - ('grpc.health.v1.Health', 'Check'): face_utilities.unary_unary_inline(servicer.Check), - } - 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) - - - def beta_create_Health_stub(channel, host=None, metadata_transformer=None, pool=None, pool_size=None): - """The Beta API is deprecated for 0.15.0 and later. +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x0chealth.proto\x12\x0egrpc.health.v1\".\n\x12HealthCheckRequest\x12\x18\n\x07service\x18\x01 \x01(\tR\x07service\"\x9c\x01\n\x13HealthCheckResponse\x12I\n\x06status\x18\x01 \x01(\x0e\x32\x31.grpc.health.v1.HealthCheckResponse.ServingStatusR\x06status\":\n\rServingStatus\x12\x0b\n\x07UNKNOWN\x10\x00\x12\x0b\n\x07SERVING\x10\x01\x12\x0f\n\x0bNOT_SERVING\x10\x02\x32Z\n\x06Health\x12P\n\x05\x43heck\x12\".grpc.health.v1.HealthCheckRequest\x1a#.grpc.health.v1.HealthCheckResponseBBZ@github.com/kubeflow/katib/pkg/apis/manager/health;grpc_health_v1b\x06proto3') - It is recommended to use the GA API (classes and functions in this - file not marked beta) for all further purposes. This function was - generated only to ease transition from grpcio<0.15.0 to grpcio>=0.15.0""" - request_serializers = { - ('grpc.health.v1.Health', 'Check'): HealthCheckRequest.SerializeToString, - } - response_deserializers = { - ('grpc.health.v1.Health', 'Check'): HealthCheckResponse.FromString, - } - cardinalities = { - 'Check': 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, 'grpc.health.v1.Health', cardinalities, options=stub_options) -except ImportError: - pass +_globals = globals() +_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) +_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'health_pb2', _globals) +if not _descriptor._USE_C_DESCRIPTORS: + _globals['DESCRIPTOR']._loaded_options = None + _globals['DESCRIPTOR']._serialized_options = b'Z@github.com/kubeflow/katib/pkg/apis/manager/health;grpc_health_v1' + _globals['_HEALTHCHECKREQUEST']._serialized_start=32 + _globals['_HEALTHCHECKREQUEST']._serialized_end=78 + _globals['_HEALTHCHECKRESPONSE']._serialized_start=81 + _globals['_HEALTHCHECKRESPONSE']._serialized_end=237 + _globals['_HEALTHCHECKRESPONSE_SERVINGSTATUS']._serialized_start=179 + _globals['_HEALTHCHECKRESPONSE_SERVINGSTATUS']._serialized_end=237 + _globals['_HEALTH']._serialized_start=239 + _globals['_HEALTH']._serialized_end=329 # @@protoc_insertion_point(module_scope) diff --git a/pkg/apis/manager/health/python/health_pb2.pyi b/pkg/apis/manager/health/python/health_pb2.pyi new file mode 100644 index 00000000000..0a624f983b1 --- /dev/null +++ b/pkg/apis/manager/health/python/health_pb2.pyi @@ -0,0 +1,26 @@ +from google.protobuf.internal import enum_type_wrapper as _enum_type_wrapper +from google.protobuf import descriptor as _descriptor +from google.protobuf import message as _message +from typing import ClassVar as _ClassVar, Optional as _Optional, Union as _Union + +DESCRIPTOR: _descriptor.FileDescriptor + +class HealthCheckRequest(_message.Message): + __slots__ = ("service",) + SERVICE_FIELD_NUMBER: _ClassVar[int] + service: str + def __init__(self, service: _Optional[str] = ...) -> None: ... + +class HealthCheckResponse(_message.Message): + __slots__ = ("status",) + class ServingStatus(int, metaclass=_enum_type_wrapper.EnumTypeWrapper): + __slots__ = () + UNKNOWN: _ClassVar[HealthCheckResponse.ServingStatus] + SERVING: _ClassVar[HealthCheckResponse.ServingStatus] + NOT_SERVING: _ClassVar[HealthCheckResponse.ServingStatus] + UNKNOWN: HealthCheckResponse.ServingStatus + SERVING: HealthCheckResponse.ServingStatus + NOT_SERVING: HealthCheckResponse.ServingStatus + STATUS_FIELD_NUMBER: _ClassVar[int] + status: HealthCheckResponse.ServingStatus + def __init__(self, status: _Optional[_Union[HealthCheckResponse.ServingStatus, str]] = ...) -> None: ... diff --git a/pkg/apis/manager/health/python/health_pb2_grpc.py b/pkg/apis/manager/health/python/health_pb2_grpc.py index cdaeac5ffe2..be4f69ac5f9 100644 --- a/pkg/apis/manager/health/python/health_pb2_grpc.py +++ b/pkg/apis/manager/health/python/health_pb2_grpc.py @@ -1,46 +1,77 @@ # Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT! +"""Client and server classes corresponding to protobuf-defined services.""" import grpc import health_pb2 as health__pb2 class HealthStub(object): - # missing associated documentation comment in .proto file - pass + """Missing associated documentation comment in .proto file.""" - def __init__(self, channel): - """Constructor. + def __init__(self, channel): + """Constructor. - Args: - channel: A grpc.Channel. - """ - self.Check = channel.unary_unary( - '/grpc.health.v1.Health/Check', - request_serializer=health__pb2.HealthCheckRequest.SerializeToString, - response_deserializer=health__pb2.HealthCheckResponse.FromString, - ) + Args: + channel: A grpc.Channel. + """ + self.Check = channel.unary_unary( + '/grpc.health.v1.Health/Check', + request_serializer=health__pb2.HealthCheckRequest.SerializeToString, + response_deserializer=health__pb2.HealthCheckResponse.FromString, + _registered_method=True) class HealthServicer(object): - # missing associated documentation comment in .proto file - pass + """Missing associated documentation comment in .proto file.""" - def Check(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 Check(self, request, context): + """Missing associated documentation comment in .proto file.""" + context.set_code(grpc.StatusCode.UNIMPLEMENTED) + context.set_details('Method not implemented!') + raise NotImplementedError('Method not implemented!') def add_HealthServicer_to_server(servicer, server): - rpc_method_handlers = { - 'Check': grpc.unary_unary_rpc_method_handler( - servicer.Check, - request_deserializer=health__pb2.HealthCheckRequest.FromString, - response_serializer=health__pb2.HealthCheckResponse.SerializeToString, - ), - } - generic_handler = grpc.method_handlers_generic_handler( - 'grpc.health.v1.Health', rpc_method_handlers) - server.add_generic_rpc_handlers((generic_handler,)) + rpc_method_handlers = { + 'Check': grpc.unary_unary_rpc_method_handler( + servicer.Check, + request_deserializer=health__pb2.HealthCheckRequest.FromString, + response_serializer=health__pb2.HealthCheckResponse.SerializeToString, + ), + } + generic_handler = grpc.method_handlers_generic_handler( + 'grpc.health.v1.Health', rpc_method_handlers) + server.add_generic_rpc_handlers((generic_handler,)) + server.add_registered_method_handlers('grpc.health.v1.Health', rpc_method_handlers) + + + # This class is part of an EXPERIMENTAL API. +class Health(object): + """Missing associated documentation comment in .proto file.""" + + @staticmethod + def Check(request, + target, + options=(), + channel_credentials=None, + call_credentials=None, + insecure=False, + compression=None, + wait_for_ready=None, + timeout=None, + metadata=None): + return grpc.experimental.unary_unary( + request, + target, + '/grpc.health.v1.Health/Check', + health__pb2.HealthCheckRequest.SerializeToString, + health__pb2.HealthCheckResponse.FromString, + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) diff --git a/pkg/apis/manager/v1beta1/api.pb.go b/pkg/apis/manager/v1beta1/api.pb.go index b73f354974f..3648082644a 100644 --- a/pkg/apis/manager/v1beta1/api.pb.go +++ b/pkg/apis/manager/v1beta1/api.pb.go @@ -1,157 +1,187 @@ +//* +// Katib GRPC API v1beta1 + // Code generated by protoc-gen-go. DO NOT EDIT. +// versions: +// protoc-gen-go v1.33.0 +// protoc (unknown) // source: api.proto -/* -Package api_v1_beta1 is a generated protocol buffer package. - -It is generated from these files: - api.proto - -It has these top-level messages: - Experiment - ExperimentSpec - ParameterSpec - FeasibleSpace - ObjectiveSpec - AlgorithmSpec - AlgorithmSetting - EarlyStoppingSpec - EarlyStoppingSetting - NasConfig - GraphConfig - Operation - Trial - TrialSpec - ParameterAssignment - TrialStatus - Observation - Metric - ReportObservationLogRequest - ReportObservationLogReply - ObservationLog - MetricLog - GetObservationLogRequest - GetObservationLogReply - DeleteObservationLogRequest - DeleteObservationLogReply - GetSuggestionsRequest - GetSuggestionsReply - ValidateAlgorithmSettingsRequest - ValidateAlgorithmSettingsReply - GetEarlyStoppingRulesRequest - GetEarlyStoppingRulesReply - EarlyStoppingRule - ValidateEarlyStoppingSettingsRequest - ValidateEarlyStoppingSettingsReply - SetTrialStatusRequest - SetTrialStatusReply -*/ package api_v1_beta1 -import proto "github.com/golang/protobuf/proto" -import fmt "fmt" -import math "math" - import ( - context "golang.org/x/net/context" - grpc "google.golang.org/grpc" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" + reflect "reflect" + sync "sync" ) -// Reference imports to suppress errors if they are not otherwise used. -var _ = proto.Marshal -var _ = fmt.Errorf -var _ = math.Inf - -// This is a compile-time assertion to ensure that this generated file -// is compatible with the proto package it is being compiled against. -// A compilation error at this line likely means your copy of the -// proto package needs to be updated. -const _ = proto.ProtoPackageIsVersion2 // please upgrade the proto package +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) // * // Types of value for HyperParameter. type ParameterType int32 const ( - ParameterType_UNKNOWN_TYPE ParameterType = 0 - ParameterType_DOUBLE ParameterType = 1 - ParameterType_INT ParameterType = 2 - ParameterType_DISCRETE ParameterType = 3 - ParameterType_CATEGORICAL ParameterType = 4 + ParameterType_UNKNOWN_TYPE ParameterType = 0 /// Undefined type and not used. + ParameterType_DOUBLE ParameterType = 1 /// Double float type. Use "Max/Min". + ParameterType_INT ParameterType = 2 /// Int type. Use "Max/Min". + ParameterType_DISCRETE ParameterType = 3 /// Discrete number type. Use "List" as float. + ParameterType_CATEGORICAL ParameterType = 4 /// Categorical type. Use "List" as string. ) -var ParameterType_name = map[int32]string{ - 0: "UNKNOWN_TYPE", - 1: "DOUBLE", - 2: "INT", - 3: "DISCRETE", - 4: "CATEGORICAL", -} -var ParameterType_value = map[string]int32{ - "UNKNOWN_TYPE": 0, - "DOUBLE": 1, - "INT": 2, - "DISCRETE": 3, - "CATEGORICAL": 4, +// Enum value maps for ParameterType. +var ( + ParameterType_name = map[int32]string{ + 0: "UNKNOWN_TYPE", + 1: "DOUBLE", + 2: "INT", + 3: "DISCRETE", + 4: "CATEGORICAL", + } + ParameterType_value = map[string]int32{ + "UNKNOWN_TYPE": 0, + "DOUBLE": 1, + "INT": 2, + "DISCRETE": 3, + "CATEGORICAL": 4, + } +) + +func (x ParameterType) Enum() *ParameterType { + p := new(ParameterType) + *p = x + return p } func (x ParameterType) String() string { - return proto.EnumName(ParameterType_name, int32(x)) + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (ParameterType) Descriptor() protoreflect.EnumDescriptor { + return file_api_proto_enumTypes[0].Descriptor() +} + +func (ParameterType) Type() protoreflect.EnumType { + return &file_api_proto_enumTypes[0] +} + +func (x ParameterType) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use ParameterType.Descriptor instead. +func (ParameterType) EnumDescriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{0} } -func (ParameterType) EnumDescriptor() ([]byte, []int) { return fileDescriptor0, []int{0} } // * // Direction of optimization. Minimize or Maximize. type ObjectiveType int32 const ( - ObjectiveType_UNKNOWN ObjectiveType = 0 - ObjectiveType_MINIMIZE ObjectiveType = 1 - ObjectiveType_MAXIMIZE ObjectiveType = 2 + ObjectiveType_UNKNOWN ObjectiveType = 0 /// Undefined type and not used. + ObjectiveType_MINIMIZE ObjectiveType = 1 /// Minimize + ObjectiveType_MAXIMIZE ObjectiveType = 2 /// Maximize ) -var ObjectiveType_name = map[int32]string{ - 0: "UNKNOWN", - 1: "MINIMIZE", - 2: "MAXIMIZE", -} -var ObjectiveType_value = map[string]int32{ - "UNKNOWN": 0, - "MINIMIZE": 1, - "MAXIMIZE": 2, +// Enum value maps for ObjectiveType. +var ( + ObjectiveType_name = map[int32]string{ + 0: "UNKNOWN", + 1: "MINIMIZE", + 2: "MAXIMIZE", + } + ObjectiveType_value = map[string]int32{ + "UNKNOWN": 0, + "MINIMIZE": 1, + "MAXIMIZE": 2, + } +) + +func (x ObjectiveType) Enum() *ObjectiveType { + p := new(ObjectiveType) + *p = x + return p } func (x ObjectiveType) String() string { - return proto.EnumName(ObjectiveType_name, int32(x)) + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (ObjectiveType) Descriptor() protoreflect.EnumDescriptor { + return file_api_proto_enumTypes[1].Descriptor() +} + +func (ObjectiveType) Type() protoreflect.EnumType { + return &file_api_proto_enumTypes[1] +} + +func (x ObjectiveType) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use ObjectiveType.Descriptor instead. +func (ObjectiveType) EnumDescriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{1} } -func (ObjectiveType) EnumDescriptor() ([]byte, []int) { return fileDescriptor0, []int{1} } type ComparisonType int32 const ( - ComparisonType_UNKNOWN_COMPARISON ComparisonType = 0 - ComparisonType_EQUAL ComparisonType = 1 - ComparisonType_LESS ComparisonType = 2 - ComparisonType_GREATER ComparisonType = 3 + ComparisonType_UNKNOWN_COMPARISON ComparisonType = 0 // Unknown comparison, not used + ComparisonType_EQUAL ComparisonType = 1 // Equal comparison, e.g. accuracy = 0.7 + ComparisonType_LESS ComparisonType = 2 // Less comparison, e.g. accuracy < 0.7 + ComparisonType_GREATER ComparisonType = 3 // Greater comparison, e.g. accuracy > 0.7 ) -var ComparisonType_name = map[int32]string{ - 0: "UNKNOWN_COMPARISON", - 1: "EQUAL", - 2: "LESS", - 3: "GREATER", -} -var ComparisonType_value = map[string]int32{ - "UNKNOWN_COMPARISON": 0, - "EQUAL": 1, - "LESS": 2, - "GREATER": 3, +// Enum value maps for ComparisonType. +var ( + ComparisonType_name = map[int32]string{ + 0: "UNKNOWN_COMPARISON", + 1: "EQUAL", + 2: "LESS", + 3: "GREATER", + } + ComparisonType_value = map[string]int32{ + "UNKNOWN_COMPARISON": 0, + "EQUAL": 1, + "LESS": 2, + "GREATER": 3, + } +) + +func (x ComparisonType) Enum() *ComparisonType { + p := new(ComparisonType) + *p = x + return p } func (x ComparisonType) String() string { - return proto.EnumName(ComparisonType_name, int32(x)) + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (ComparisonType) Descriptor() protoreflect.EnumDescriptor { + return file_api_proto_enumTypes[2].Descriptor() +} + +func (ComparisonType) Type() protoreflect.EnumType { + return &file_api_proto_enumTypes[2] +} + +func (x ComparisonType) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use ComparisonType.Descriptor instead. +func (ComparisonType) EnumDescriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{2} } -func (ComparisonType) EnumDescriptor() ([]byte, []int) { return fileDescriptor0, []int{2} } // Trial can be in one of 8 conditions. // TODO (andreyvelich): Remove unused conditions. @@ -168,56 +198,110 @@ const ( TrialStatus_UNKNOWN TrialStatus_TrialConditionType = 7 ) -var TrialStatus_TrialConditionType_name = map[int32]string{ - 0: "CREATED", - 1: "RUNNING", - 2: "SUCCEEDED", - 3: "KILLED", - 4: "FAILED", - 5: "METRICSUNAVAILABLE", - 6: "EARLYSTOPPED", - 7: "UNKNOWN", -} -var TrialStatus_TrialConditionType_value = map[string]int32{ - "CREATED": 0, - "RUNNING": 1, - "SUCCEEDED": 2, - "KILLED": 3, - "FAILED": 4, - "METRICSUNAVAILABLE": 5, - "EARLYSTOPPED": 6, - "UNKNOWN": 7, +// Enum value maps for TrialStatus_TrialConditionType. +var ( + TrialStatus_TrialConditionType_name = map[int32]string{ + 0: "CREATED", + 1: "RUNNING", + 2: "SUCCEEDED", + 3: "KILLED", + 4: "FAILED", + 5: "METRICSUNAVAILABLE", + 6: "EARLYSTOPPED", + 7: "UNKNOWN", + } + TrialStatus_TrialConditionType_value = map[string]int32{ + "CREATED": 0, + "RUNNING": 1, + "SUCCEEDED": 2, + "KILLED": 3, + "FAILED": 4, + "METRICSUNAVAILABLE": 5, + "EARLYSTOPPED": 6, + "UNKNOWN": 7, + } +) + +func (x TrialStatus_TrialConditionType) Enum() *TrialStatus_TrialConditionType { + p := new(TrialStatus_TrialConditionType) + *p = x + return p } func (x TrialStatus_TrialConditionType) String() string { - return proto.EnumName(TrialStatus_TrialConditionType_name, int32(x)) + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (TrialStatus_TrialConditionType) Descriptor() protoreflect.EnumDescriptor { + return file_api_proto_enumTypes[3].Descriptor() } + +func (TrialStatus_TrialConditionType) Type() protoreflect.EnumType { + return &file_api_proto_enumTypes[3] +} + +func (x TrialStatus_TrialConditionType) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use TrialStatus_TrialConditionType.Descriptor instead. func (TrialStatus_TrialConditionType) EnumDescriptor() ([]byte, []int) { - return fileDescriptor0, []int{15, 0} + return file_api_proto_rawDescGZIP(), []int{15, 0} } // * // Structure for a single Experiment. type Experiment struct { - Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"` - Spec *ExperimentSpec `protobuf:"bytes,2,opt,name=spec" json:"spec,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` // Name for the Experiment. + Spec *ExperimentSpec `protobuf:"bytes,2,opt,name=spec,proto3" json:"spec,omitempty"` // Experiment specification. +} + +func (x *Experiment) Reset() { + *x = Experiment{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *Experiment) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*Experiment) ProtoMessage() {} + +func (x *Experiment) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -func (m *Experiment) Reset() { *m = Experiment{} } -func (m *Experiment) String() string { return proto.CompactTextString(m) } -func (*Experiment) ProtoMessage() {} -func (*Experiment) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{0} } +// Deprecated: Use Experiment.ProtoReflect.Descriptor instead. +func (*Experiment) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{0} +} -func (m *Experiment) GetName() string { - if m != nil { - return m.Name +func (x *Experiment) GetName() string { + if x != nil { + return x.Name } return "" } -func (m *Experiment) GetSpec() *ExperimentSpec { - if m != nil { - return m.Spec +func (x *Experiment) GetSpec() *ExperimentSpec { + if x != nil { + return x.Spec } return nil } @@ -227,120 +311,162 @@ func (m *Experiment) GetSpec() *ExperimentSpec { // Each Experiment contains a configuration describing the feasible space, as well as a set of Trials. // It is assumed that objective function f(x) does not change in the course of an Experiment. type ExperimentSpec struct { - ParameterSpecs *ExperimentSpec_ParameterSpecs `protobuf:"bytes,1,opt,name=parameter_specs,json=parameterSpecs" json:"parameter_specs,omitempty"` - Objective *ObjectiveSpec `protobuf:"bytes,2,opt,name=objective" json:"objective,omitempty"` - Algorithm *AlgorithmSpec `protobuf:"bytes,3,opt,name=algorithm" json:"algorithm,omitempty"` - EarlyStopping *EarlyStoppingSpec `protobuf:"bytes,4,opt,name=early_stopping,json=earlyStopping" json:"early_stopping,omitempty"` - ParallelTrialCount int32 `protobuf:"varint,5,opt,name=parallel_trial_count,json=parallelTrialCount" json:"parallel_trial_count,omitempty"` - MaxTrialCount int32 `protobuf:"varint,6,opt,name=max_trial_count,json=maxTrialCount" json:"max_trial_count,omitempty"` - NasConfig *NasConfig `protobuf:"bytes,7,opt,name=nas_config,json=nasConfig" json:"nas_config,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + ParameterSpecs *ExperimentSpec_ParameterSpecs `protobuf:"bytes,1,opt,name=parameter_specs,json=parameterSpecs,proto3" json:"parameter_specs,omitempty"` + Objective *ObjectiveSpec `protobuf:"bytes,2,opt,name=objective,proto3" json:"objective,omitempty"` // Objective specification for the Experiment. + Algorithm *AlgorithmSpec `protobuf:"bytes,3,opt,name=algorithm,proto3" json:"algorithm,omitempty"` // HP or NAS algorithm specification for the Experiment. + EarlyStopping *EarlyStoppingSpec `protobuf:"bytes,4,opt,name=early_stopping,json=earlyStopping,proto3" json:"early_stopping,omitempty"` // Early stopping specification for the Experiment. + ParallelTrialCount int32 `protobuf:"varint,5,opt,name=parallel_trial_count,json=parallelTrialCount,proto3" json:"parallel_trial_count,omitempty"` // How many Trials can be processed in parallel. + MaxTrialCount int32 `protobuf:"varint,6,opt,name=max_trial_count,json=maxTrialCount,proto3" json:"max_trial_count,omitempty"` // Max completed Trials to mark Experiment as succeeded. + NasConfig *NasConfig `protobuf:"bytes,7,opt,name=nas_config,json=nasConfig,proto3" json:"nas_config,omitempty"` // NAS configuration for the Experiment. +} + +func (x *ExperimentSpec) Reset() { + *x = ExperimentSpec{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[1] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ExperimentSpec) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ExperimentSpec) ProtoMessage() {} + +func (x *ExperimentSpec) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[1] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -func (m *ExperimentSpec) Reset() { *m = ExperimentSpec{} } -func (m *ExperimentSpec) String() string { return proto.CompactTextString(m) } -func (*ExperimentSpec) ProtoMessage() {} -func (*ExperimentSpec) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{1} } +// Deprecated: Use ExperimentSpec.ProtoReflect.Descriptor instead. +func (*ExperimentSpec) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{1} +} -func (m *ExperimentSpec) GetParameterSpecs() *ExperimentSpec_ParameterSpecs { - if m != nil { - return m.ParameterSpecs +func (x *ExperimentSpec) GetParameterSpecs() *ExperimentSpec_ParameterSpecs { + if x != nil { + return x.ParameterSpecs } return nil } -func (m *ExperimentSpec) GetObjective() *ObjectiveSpec { - if m != nil { - return m.Objective +func (x *ExperimentSpec) GetObjective() *ObjectiveSpec { + if x != nil { + return x.Objective } return nil } -func (m *ExperimentSpec) GetAlgorithm() *AlgorithmSpec { - if m != nil { - return m.Algorithm +func (x *ExperimentSpec) GetAlgorithm() *AlgorithmSpec { + if x != nil { + return x.Algorithm } return nil } -func (m *ExperimentSpec) GetEarlyStopping() *EarlyStoppingSpec { - if m != nil { - return m.EarlyStopping +func (x *ExperimentSpec) GetEarlyStopping() *EarlyStoppingSpec { + if x != nil { + return x.EarlyStopping } return nil } -func (m *ExperimentSpec) GetParallelTrialCount() int32 { - if m != nil { - return m.ParallelTrialCount +func (x *ExperimentSpec) GetParallelTrialCount() int32 { + if x != nil { + return x.ParallelTrialCount } return 0 } -func (m *ExperimentSpec) GetMaxTrialCount() int32 { - if m != nil { - return m.MaxTrialCount +func (x *ExperimentSpec) GetMaxTrialCount() int32 { + if x != nil { + return x.MaxTrialCount } return 0 } -func (m *ExperimentSpec) GetNasConfig() *NasConfig { - if m != nil { - return m.NasConfig +func (x *ExperimentSpec) GetNasConfig() *NasConfig { + if x != nil { + return x.NasConfig } return nil } // * -// List of ParameterSpec. -type ExperimentSpec_ParameterSpecs struct { - Parameters []*ParameterSpec `protobuf:"bytes,1,rep,name=parameters" json:"parameters,omitempty"` -} +// Config for a hyperparameter. +// Katib will create each Hyper parameter from this config. +type ParameterSpec struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields -func (m *ExperimentSpec_ParameterSpecs) Reset() { *m = ExperimentSpec_ParameterSpecs{} } -func (m *ExperimentSpec_ParameterSpecs) String() string { return proto.CompactTextString(m) } -func (*ExperimentSpec_ParameterSpecs) ProtoMessage() {} -func (*ExperimentSpec_ParameterSpecs) Descriptor() ([]byte, []int) { - return fileDescriptor0, []int{1, 0} + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` /// Name of the parameter. + ParameterType ParameterType `protobuf:"varint,2,opt,name=parameter_type,json=parameterType,proto3,enum=api.v1.beta1.ParameterType" json:"parameter_type,omitempty"` /// Type of the parameter. + FeasibleSpace *FeasibleSpace `protobuf:"bytes,3,opt,name=feasible_space,json=feasibleSpace,proto3" json:"feasible_space,omitempty"` /// FeasibleSpace for the parameter. } -func (m *ExperimentSpec_ParameterSpecs) GetParameters() []*ParameterSpec { - if m != nil { - return m.Parameters +func (x *ParameterSpec) Reset() { + *x = ParameterSpec{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[2] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) } - return nil } -// * -// Config for a hyperparameter. -// Katib will create each Hyper parameter from this config. -type ParameterSpec struct { - Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"` - ParameterType ParameterType `protobuf:"varint,2,opt,name=parameter_type,json=parameterType,enum=api.v1.beta1.ParameterType" json:"parameter_type,omitempty"` - FeasibleSpace *FeasibleSpace `protobuf:"bytes,3,opt,name=feasible_space,json=feasibleSpace" json:"feasible_space,omitempty"` +func (x *ParameterSpec) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ParameterSpec) ProtoMessage() {} + +func (x *ParameterSpec) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[2] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -func (m *ParameterSpec) Reset() { *m = ParameterSpec{} } -func (m *ParameterSpec) String() string { return proto.CompactTextString(m) } -func (*ParameterSpec) ProtoMessage() {} -func (*ParameterSpec) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{2} } +// Deprecated: Use ParameterSpec.ProtoReflect.Descriptor instead. +func (*ParameterSpec) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{2} +} -func (m *ParameterSpec) GetName() string { - if m != nil { - return m.Name +func (x *ParameterSpec) GetName() string { + if x != nil { + return x.Name } return "" } -func (m *ParameterSpec) GetParameterType() ParameterType { - if m != nil { - return m.ParameterType +func (x *ParameterSpec) GetParameterType() ParameterType { + if x != nil { + return x.ParameterType } return ParameterType_UNKNOWN_TYPE } -func (m *ParameterSpec) GetFeasibleSpace() *FeasibleSpace { - if m != nil { - return m.FeasibleSpace +func (x *ParameterSpec) GetFeasibleSpace() *FeasibleSpace { + if x != nil { + return x.FeasibleSpace } return nil } @@ -350,41 +476,72 @@ func (m *ParameterSpec) GetFeasibleSpace() *FeasibleSpace { // Int and Double type use Max/Min. // Discrete and Categorical type use List. type FeasibleSpace struct { - Max string `protobuf:"bytes,1,opt,name=max" json:"max,omitempty"` - Min string `protobuf:"bytes,2,opt,name=min" json:"min,omitempty"` - List []string `protobuf:"bytes,3,rep,name=list" json:"list,omitempty"` - Step string `protobuf:"bytes,4,opt,name=step" json:"step,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + Max string `protobuf:"bytes,1,opt,name=max,proto3" json:"max,omitempty"` /// Max Value + Min string `protobuf:"bytes,2,opt,name=min,proto3" json:"min,omitempty"` /// Minimum Value + List []string `protobuf:"bytes,3,rep,name=list,proto3" json:"list,omitempty"` /// List of Values. + Step string `protobuf:"bytes,4,opt,name=step,proto3" json:"step,omitempty"` /// Step for double or int parameter +} + +func (x *FeasibleSpace) Reset() { + *x = FeasibleSpace{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[3] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } } -func (m *FeasibleSpace) Reset() { *m = FeasibleSpace{} } -func (m *FeasibleSpace) String() string { return proto.CompactTextString(m) } -func (*FeasibleSpace) ProtoMessage() {} -func (*FeasibleSpace) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{3} } +func (x *FeasibleSpace) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*FeasibleSpace) ProtoMessage() {} + +func (x *FeasibleSpace) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[3] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use FeasibleSpace.ProtoReflect.Descriptor instead. +func (*FeasibleSpace) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{3} +} -func (m *FeasibleSpace) GetMax() string { - if m != nil { - return m.Max +func (x *FeasibleSpace) GetMax() string { + if x != nil { + return x.Max } return "" } -func (m *FeasibleSpace) GetMin() string { - if m != nil { - return m.Min +func (x *FeasibleSpace) GetMin() string { + if x != nil { + return x.Min } return "" } -func (m *FeasibleSpace) GetList() []string { - if m != nil { - return m.List +func (x *FeasibleSpace) GetList() []string { + if x != nil { + return x.List } return nil } -func (m *FeasibleSpace) GetStep() string { - if m != nil { - return m.Step +func (x *FeasibleSpace) GetStep() string { + if x != nil { + return x.Step } return "" } @@ -392,43 +549,74 @@ func (m *FeasibleSpace) GetStep() string { // * // Objective specification. type ObjectiveSpec struct { - Type ObjectiveType `protobuf:"varint,1,opt,name=type,enum=api.v1.beta1.ObjectiveType" json:"type,omitempty"` - Goal float64 `protobuf:"fixed64,2,opt,name=goal" json:"goal,omitempty"` - ObjectiveMetricName string `protobuf:"bytes,3,opt,name=objective_metric_name,json=objectiveMetricName" json:"objective_metric_name,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + Type ObjectiveType `protobuf:"varint,1,opt,name=type,proto3,enum=api.v1.beta1.ObjectiveType" json:"type,omitempty"` // Type of optimization. + Goal float64 `protobuf:"fixed64,2,opt,name=goal,proto3" json:"goal,omitempty"` // Goal of optimization, can be empty. + ObjectiveMetricName string `protobuf:"bytes,3,opt,name=objective_metric_name,json=objectiveMetricName,proto3" json:"objective_metric_name,omitempty"` // Primary metric name for the optimization. // List of additional metrics to record from Trial. // This can be empty if we only care about the objective metric. - AdditionalMetricNames []string `protobuf:"bytes,4,rep,name=additional_metric_names,json=additionalMetricNames" json:"additional_metric_names,omitempty"` + AdditionalMetricNames []string `protobuf:"bytes,4,rep,name=additional_metric_names,json=additionalMetricNames,proto3" json:"additional_metric_names,omitempty"` +} + +func (x *ObjectiveSpec) Reset() { + *x = ObjectiveSpec{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[4] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ObjectiveSpec) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ObjectiveSpec) ProtoMessage() {} + +func (x *ObjectiveSpec) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[4] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -func (m *ObjectiveSpec) Reset() { *m = ObjectiveSpec{} } -func (m *ObjectiveSpec) String() string { return proto.CompactTextString(m) } -func (*ObjectiveSpec) ProtoMessage() {} -func (*ObjectiveSpec) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{4} } +// Deprecated: Use ObjectiveSpec.ProtoReflect.Descriptor instead. +func (*ObjectiveSpec) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{4} +} -func (m *ObjectiveSpec) GetType() ObjectiveType { - if m != nil { - return m.Type +func (x *ObjectiveSpec) GetType() ObjectiveType { + if x != nil { + return x.Type } return ObjectiveType_UNKNOWN } -func (m *ObjectiveSpec) GetGoal() float64 { - if m != nil { - return m.Goal +func (x *ObjectiveSpec) GetGoal() float64 { + if x != nil { + return x.Goal } return 0 } -func (m *ObjectiveSpec) GetObjectiveMetricName() string { - if m != nil { - return m.ObjectiveMetricName +func (x *ObjectiveSpec) GetObjectiveMetricName() string { + if x != nil { + return x.ObjectiveMetricName } return "" } -func (m *ObjectiveSpec) GetAdditionalMetricNames() []string { - if m != nil { - return m.AdditionalMetricNames +func (x *ObjectiveSpec) GetAdditionalMetricNames() []string { + if x != nil { + return x.AdditionalMetricNames } return nil } @@ -436,25 +624,56 @@ func (m *ObjectiveSpec) GetAdditionalMetricNames() []string { // * // HP or NAS algorithm specification. type AlgorithmSpec struct { - AlgorithmName string `protobuf:"bytes,1,opt,name=algorithm_name,json=algorithmName" json:"algorithm_name,omitempty"` - AlgorithmSettings []*AlgorithmSetting `protobuf:"bytes,2,rep,name=algorithm_settings,json=algorithmSettings" json:"algorithm_settings,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + AlgorithmName string `protobuf:"bytes,1,opt,name=algorithm_name,json=algorithmName,proto3" json:"algorithm_name,omitempty"` + AlgorithmSettings []*AlgorithmSetting `protobuf:"bytes,2,rep,name=algorithm_settings,json=algorithmSettings,proto3" json:"algorithm_settings,omitempty"` +} + +func (x *AlgorithmSpec) Reset() { + *x = AlgorithmSpec{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[5] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *AlgorithmSpec) String() string { + return protoimpl.X.MessageStringOf(x) } -func (m *AlgorithmSpec) Reset() { *m = AlgorithmSpec{} } -func (m *AlgorithmSpec) String() string { return proto.CompactTextString(m) } -func (*AlgorithmSpec) ProtoMessage() {} -func (*AlgorithmSpec) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{5} } +func (*AlgorithmSpec) ProtoMessage() {} -func (m *AlgorithmSpec) GetAlgorithmName() string { - if m != nil { - return m.AlgorithmName +func (x *AlgorithmSpec) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[5] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use AlgorithmSpec.ProtoReflect.Descriptor instead. +func (*AlgorithmSpec) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{5} +} + +func (x *AlgorithmSpec) GetAlgorithmName() string { + if x != nil { + return x.AlgorithmName } return "" } -func (m *AlgorithmSpec) GetAlgorithmSettings() []*AlgorithmSetting { - if m != nil { - return m.AlgorithmSettings +func (x *AlgorithmSpec) GetAlgorithmSettings() []*AlgorithmSetting { + if x != nil { + return x.AlgorithmSettings } return nil } @@ -462,25 +681,56 @@ func (m *AlgorithmSpec) GetAlgorithmSettings() []*AlgorithmSetting { // * // HP or NAS algorithm settings. type AlgorithmSetting struct { - Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"` - Value string `protobuf:"bytes,2,opt,name=value" json:"value,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + Value string `protobuf:"bytes,2,opt,name=value,proto3" json:"value,omitempty"` +} + +func (x *AlgorithmSetting) Reset() { + *x = AlgorithmSetting{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[6] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *AlgorithmSetting) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*AlgorithmSetting) ProtoMessage() {} + +func (x *AlgorithmSetting) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[6] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -func (m *AlgorithmSetting) Reset() { *m = AlgorithmSetting{} } -func (m *AlgorithmSetting) String() string { return proto.CompactTextString(m) } -func (*AlgorithmSetting) ProtoMessage() {} -func (*AlgorithmSetting) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{6} } +// Deprecated: Use AlgorithmSetting.ProtoReflect.Descriptor instead. +func (*AlgorithmSetting) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{6} +} -func (m *AlgorithmSetting) GetName() string { - if m != nil { - return m.Name +func (x *AlgorithmSetting) GetName() string { + if x != nil { + return x.Name } return "" } -func (m *AlgorithmSetting) GetValue() string { - if m != nil { - return m.Value +func (x *AlgorithmSetting) GetValue() string { + if x != nil { + return x.Value } return "" } @@ -488,25 +738,56 @@ func (m *AlgorithmSetting) GetValue() string { // * // Early stopping algorithm specification. type EarlyStoppingSpec struct { - AlgorithmName string `protobuf:"bytes,1,opt,name=algorithm_name,json=algorithmName" json:"algorithm_name,omitempty"` - AlgorithmSettings []*EarlyStoppingSetting `protobuf:"bytes,2,rep,name=algorithm_settings,json=algorithmSettings" json:"algorithm_settings,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + AlgorithmName string `protobuf:"bytes,1,opt,name=algorithm_name,json=algorithmName,proto3" json:"algorithm_name,omitempty"` + AlgorithmSettings []*EarlyStoppingSetting `protobuf:"bytes,2,rep,name=algorithm_settings,json=algorithmSettings,proto3" json:"algorithm_settings,omitempty"` +} + +func (x *EarlyStoppingSpec) Reset() { + *x = EarlyStoppingSpec{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[7] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *EarlyStoppingSpec) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*EarlyStoppingSpec) ProtoMessage() {} + +func (x *EarlyStoppingSpec) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[7] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -func (m *EarlyStoppingSpec) Reset() { *m = EarlyStoppingSpec{} } -func (m *EarlyStoppingSpec) String() string { return proto.CompactTextString(m) } -func (*EarlyStoppingSpec) ProtoMessage() {} -func (*EarlyStoppingSpec) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{7} } +// Deprecated: Use EarlyStoppingSpec.ProtoReflect.Descriptor instead. +func (*EarlyStoppingSpec) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{7} +} -func (m *EarlyStoppingSpec) GetAlgorithmName() string { - if m != nil { - return m.AlgorithmName +func (x *EarlyStoppingSpec) GetAlgorithmName() string { + if x != nil { + return x.AlgorithmName } return "" } -func (m *EarlyStoppingSpec) GetAlgorithmSettings() []*EarlyStoppingSetting { - if m != nil { - return m.AlgorithmSettings +func (x *EarlyStoppingSpec) GetAlgorithmSettings() []*EarlyStoppingSetting { + if x != nil { + return x.AlgorithmSettings } return nil } @@ -514,25 +795,56 @@ func (m *EarlyStoppingSpec) GetAlgorithmSettings() []*EarlyStoppingSetting { // * // Early stopping algorithm settings. type EarlyStoppingSetting struct { - Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"` - Value string `protobuf:"bytes,2,opt,name=value" json:"value,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + Value string `protobuf:"bytes,2,opt,name=value,proto3" json:"value,omitempty"` +} + +func (x *EarlyStoppingSetting) Reset() { + *x = EarlyStoppingSetting{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[8] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *EarlyStoppingSetting) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*EarlyStoppingSetting) ProtoMessage() {} + +func (x *EarlyStoppingSetting) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[8] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -func (m *EarlyStoppingSetting) Reset() { *m = EarlyStoppingSetting{} } -func (m *EarlyStoppingSetting) String() string { return proto.CompactTextString(m) } -func (*EarlyStoppingSetting) ProtoMessage() {} -func (*EarlyStoppingSetting) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{8} } +// Deprecated: Use EarlyStoppingSetting.ProtoReflect.Descriptor instead. +func (*EarlyStoppingSetting) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{8} +} -func (m *EarlyStoppingSetting) GetName() string { - if m != nil { - return m.Name +func (x *EarlyStoppingSetting) GetName() string { + if x != nil { + return x.Name } return "" } -func (m *EarlyStoppingSetting) GetValue() string { - if m != nil { - return m.Value +func (x *EarlyStoppingSetting) GetValue() string { + if x != nil { + return x.Value } return "" } @@ -540,41 +852,56 @@ func (m *EarlyStoppingSetting) GetValue() string { // * // NasConfig contains a config of NAS job type NasConfig struct { - GraphConfig *GraphConfig `protobuf:"bytes,1,opt,name=graph_config,json=graphConfig" json:"graph_config,omitempty"` - Operations *NasConfig_Operations `protobuf:"bytes,2,opt,name=operations" json:"operations,omitempty"` -} + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields -func (m *NasConfig) Reset() { *m = NasConfig{} } -func (m *NasConfig) String() string { return proto.CompactTextString(m) } -func (*NasConfig) ProtoMessage() {} -func (*NasConfig) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{9} } + GraphConfig *GraphConfig `protobuf:"bytes,1,opt,name=graph_config,json=graphConfig,proto3" json:"graph_config,omitempty"` /// Config of DAG + Operations *NasConfig_Operations `protobuf:"bytes,2,opt,name=operations,proto3" json:"operations,omitempty"` /// List of Operation +} -func (m *NasConfig) GetGraphConfig() *GraphConfig { - if m != nil { - return m.GraphConfig +func (x *NasConfig) Reset() { + *x = NasConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[9] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) } - return nil } -func (m *NasConfig) GetOperations() *NasConfig_Operations { - if m != nil { - return m.Operations +func (x *NasConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*NasConfig) ProtoMessage() {} + +func (x *NasConfig) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[9] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms } - return nil + return mi.MessageOf(x) } -type NasConfig_Operations struct { - Operation []*Operation `protobuf:"bytes,1,rep,name=operation" json:"operation,omitempty"` +// Deprecated: Use NasConfig.ProtoReflect.Descriptor instead. +func (*NasConfig) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{9} } -func (m *NasConfig_Operations) Reset() { *m = NasConfig_Operations{} } -func (m *NasConfig_Operations) String() string { return proto.CompactTextString(m) } -func (*NasConfig_Operations) ProtoMessage() {} -func (*NasConfig_Operations) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{9, 0} } +func (x *NasConfig) GetGraphConfig() *GraphConfig { + if x != nil { + return x.GraphConfig + } + return nil +} -func (m *NasConfig_Operations) GetOperation() []*Operation { - if m != nil { - return m.Operation +func (x *NasConfig) GetOperations() *NasConfig_Operations { + if x != nil { + return x.Operations } return nil } @@ -582,33 +909,64 @@ func (m *NasConfig_Operations) GetOperation() []*Operation { // * // GraphConfig contains a config of DAG type GraphConfig struct { - NumLayers int32 `protobuf:"varint,1,opt,name=num_layers,json=numLayers" json:"num_layers,omitempty"` - InputSizes []int32 `protobuf:"varint,2,rep,packed,name=input_sizes,json=inputSizes" json:"input_sizes,omitempty"` - OutputSizes []int32 `protobuf:"varint,3,rep,packed,name=output_sizes,json=outputSizes" json:"output_sizes,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + NumLayers int32 `protobuf:"varint,1,opt,name=num_layers,json=numLayers,proto3" json:"num_layers,omitempty"` /// Number of layers + InputSizes []int32 `protobuf:"varint,2,rep,packed,name=input_sizes,json=inputSizes,proto3" json:"input_sizes,omitempty"` /// Dimensions of input size + OutputSizes []int32 `protobuf:"varint,3,rep,packed,name=output_sizes,json=outputSizes,proto3" json:"output_sizes,omitempty"` /// Dimensions of output size +} + +func (x *GraphConfig) Reset() { + *x = GraphConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[10] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *GraphConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*GraphConfig) ProtoMessage() {} + +func (x *GraphConfig) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[10] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -func (m *GraphConfig) Reset() { *m = GraphConfig{} } -func (m *GraphConfig) String() string { return proto.CompactTextString(m) } -func (*GraphConfig) ProtoMessage() {} -func (*GraphConfig) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{10} } +// Deprecated: Use GraphConfig.ProtoReflect.Descriptor instead. +func (*GraphConfig) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{10} +} -func (m *GraphConfig) GetNumLayers() int32 { - if m != nil { - return m.NumLayers +func (x *GraphConfig) GetNumLayers() int32 { + if x != nil { + return x.NumLayers } return 0 } -func (m *GraphConfig) GetInputSizes() []int32 { - if m != nil { - return m.InputSizes +func (x *GraphConfig) GetInputSizes() []int32 { + if x != nil { + return x.InputSizes } return nil } -func (m *GraphConfig) GetOutputSizes() []int32 { - if m != nil { - return m.OutputSizes +func (x *GraphConfig) GetOutputSizes() []int32 { + if x != nil { + return x.OutputSizes } return nil } @@ -616,43 +974,56 @@ func (m *GraphConfig) GetOutputSizes() []int32 { // * // Config for operations in DAG type Operation struct { - OperationType string `protobuf:"bytes,1,opt,name=operation_type,json=operationType" json:"operation_type,omitempty"` - ParameterSpecs *Operation_ParameterSpecs `protobuf:"bytes,2,opt,name=parameter_specs,json=parameterSpecs" json:"parameter_specs,omitempty"` -} + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields -func (m *Operation) Reset() { *m = Operation{} } -func (m *Operation) String() string { return proto.CompactTextString(m) } -func (*Operation) ProtoMessage() {} -func (*Operation) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{11} } + OperationType string `protobuf:"bytes,1,opt,name=operation_type,json=operationType,proto3" json:"operation_type,omitempty"` /// Type of operation in DAG + ParameterSpecs *Operation_ParameterSpecs `protobuf:"bytes,2,opt,name=parameter_specs,json=parameterSpecs,proto3" json:"parameter_specs,omitempty"` +} -func (m *Operation) GetOperationType() string { - if m != nil { - return m.OperationType +func (x *Operation) Reset() { + *x = Operation{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[11] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) } - return "" } -func (m *Operation) GetParameterSpecs() *Operation_ParameterSpecs { - if m != nil { - return m.ParameterSpecs +func (x *Operation) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*Operation) ProtoMessage() {} + +func (x *Operation) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[11] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms } - return nil + return mi.MessageOf(x) } -// * -// List of ParameterSpec -type Operation_ParameterSpecs struct { - Parameters []*ParameterSpec `protobuf:"bytes,1,rep,name=parameters" json:"parameters,omitempty"` +// Deprecated: Use Operation.ProtoReflect.Descriptor instead. +func (*Operation) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{11} } -func (m *Operation_ParameterSpecs) Reset() { *m = Operation_ParameterSpecs{} } -func (m *Operation_ParameterSpecs) String() string { return proto.CompactTextString(m) } -func (*Operation_ParameterSpecs) ProtoMessage() {} -func (*Operation_ParameterSpecs) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{11, 0} } +func (x *Operation) GetOperationType() string { + if x != nil { + return x.OperationType + } + return "" +} -func (m *Operation_ParameterSpecs) GetParameters() []*ParameterSpec { - if m != nil { - return m.Parameters +func (x *Operation) GetParameterSpecs() *Operation_ParameterSpecs { + if x != nil { + return x.ParameterSpecs } return nil } @@ -660,33 +1031,64 @@ func (m *Operation_ParameterSpecs) GetParameters() []*ParameterSpec { // * // Structure for a single Trial. type Trial struct { - Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"` - Spec *TrialSpec `protobuf:"bytes,2,opt,name=spec" json:"spec,omitempty"` - Status *TrialStatus `protobuf:"bytes,3,opt,name=status" json:"status,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` // Name for the Trial. + Spec *TrialSpec `protobuf:"bytes,2,opt,name=spec,proto3" json:"spec,omitempty"` // Trial specification. + Status *TrialStatus `protobuf:"bytes,3,opt,name=status,proto3" json:"status,omitempty"` // Trial status. +} + +func (x *Trial) Reset() { + *x = Trial{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[12] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *Trial) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*Trial) ProtoMessage() {} + +func (x *Trial) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[12] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -func (m *Trial) Reset() { *m = Trial{} } -func (m *Trial) String() string { return proto.CompactTextString(m) } -func (*Trial) ProtoMessage() {} -func (*Trial) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{12} } +// Deprecated: Use Trial.ProtoReflect.Descriptor instead. +func (*Trial) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{12} +} -func (m *Trial) GetName() string { - if m != nil { - return m.Name +func (x *Trial) GetName() string { + if x != nil { + return x.Name } return "" } -func (m *Trial) GetSpec() *TrialSpec { - if m != nil { - return m.Spec +func (x *Trial) GetSpec() *TrialSpec { + if x != nil { + return x.Spec } return nil } -func (m *Trial) GetStatus() *TrialStatus { - if m != nil { - return m.Status +func (x *Trial) GetStatus() *TrialStatus { + if x != nil { + return x.Status } return nil } @@ -694,77 +1096,119 @@ func (m *Trial) GetStatus() *TrialStatus { // * // Specification of a Trial. It represents Trial's parameter assignments and objective. type TrialSpec struct { - Objective *ObjectiveSpec `protobuf:"bytes,2,opt,name=objective" json:"objective,omitempty"` - ParameterAssignments *TrialSpec_ParameterAssignments `protobuf:"bytes,3,opt,name=parameter_assignments,json=parameterAssignments" json:"parameter_assignments,omitempty"` - Labels map[string]string `protobuf:"bytes,4,rep,name=labels" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key" protobuf_val:"bytes,2,opt,name=value"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + Objective *ObjectiveSpec `protobuf:"bytes,2,opt,name=objective,proto3" json:"objective,omitempty"` // Objective specification for the Trial. + ParameterAssignments *TrialSpec_ParameterAssignments `protobuf:"bytes,3,opt,name=parameter_assignments,json=parameterAssignments,proto3" json:"parameter_assignments,omitempty"` // List of assignments generated for the Trial. + Labels map[string]string `protobuf:"bytes,4,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` // Map of labels assigned to the Trial +} + +func (x *TrialSpec) Reset() { + *x = TrialSpec{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[13] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } } -func (m *TrialSpec) Reset() { *m = TrialSpec{} } -func (m *TrialSpec) String() string { return proto.CompactTextString(m) } -func (*TrialSpec) ProtoMessage() {} -func (*TrialSpec) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{13} } +func (x *TrialSpec) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*TrialSpec) ProtoMessage() {} -func (m *TrialSpec) GetObjective() *ObjectiveSpec { - if m != nil { - return m.Objective +func (x *TrialSpec) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[13] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms } - return nil + return mi.MessageOf(x) +} + +// Deprecated: Use TrialSpec.ProtoReflect.Descriptor instead. +func (*TrialSpec) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{13} } -func (m *TrialSpec) GetParameterAssignments() *TrialSpec_ParameterAssignments { - if m != nil { - return m.ParameterAssignments +func (x *TrialSpec) GetObjective() *ObjectiveSpec { + if x != nil { + return x.Objective } return nil } -func (m *TrialSpec) GetLabels() map[string]string { - if m != nil { - return m.Labels +func (x *TrialSpec) GetParameterAssignments() *TrialSpec_ParameterAssignments { + if x != nil { + return x.ParameterAssignments } return nil } -// * -// List of ParameterAssignment -type TrialSpec_ParameterAssignments struct { - Assignments []*ParameterAssignment `protobuf:"bytes,1,rep,name=assignments" json:"assignments,omitempty"` +func (x *TrialSpec) GetLabels() map[string]string { + if x != nil { + return x.Labels + } + return nil } -func (m *TrialSpec_ParameterAssignments) Reset() { *m = TrialSpec_ParameterAssignments{} } -func (m *TrialSpec_ParameterAssignments) String() string { return proto.CompactTextString(m) } -func (*TrialSpec_ParameterAssignments) ProtoMessage() {} -func (*TrialSpec_ParameterAssignments) Descriptor() ([]byte, []int) { - return fileDescriptor0, []int{13, 0} +type ParameterAssignment struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + Value string `protobuf:"bytes,2,opt,name=value,proto3" json:"value,omitempty"` } -func (m *TrialSpec_ParameterAssignments) GetAssignments() []*ParameterAssignment { - if m != nil { - return m.Assignments +func (x *ParameterAssignment) Reset() { + *x = ParameterAssignment{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[14] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) } - return nil } -type ParameterAssignment struct { - Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"` - Value string `protobuf:"bytes,2,opt,name=value" json:"value,omitempty"` +func (x *ParameterAssignment) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ParameterAssignment) ProtoMessage() {} + +func (x *ParameterAssignment) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[14] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -func (m *ParameterAssignment) Reset() { *m = ParameterAssignment{} } -func (m *ParameterAssignment) String() string { return proto.CompactTextString(m) } -func (*ParameterAssignment) ProtoMessage() {} -func (*ParameterAssignment) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{14} } +// Deprecated: Use ParameterAssignment.ProtoReflect.Descriptor instead. +func (*ParameterAssignment) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{14} +} -func (m *ParameterAssignment) GetName() string { - if m != nil { - return m.Name +func (x *ParameterAssignment) GetName() string { + if x != nil { + return x.Name } return "" } -func (m *ParameterAssignment) GetValue() string { - if m != nil { - return m.Value +func (x *ParameterAssignment) GetValue() string { + if x != nil { + return x.Value } return "" } @@ -772,363 +1216,755 @@ func (m *ParameterAssignment) GetValue() string { // * // Current Trial status. It contains Trial's latest condition, start time, completion time, observation. type TrialStatus struct { - StartTime string `protobuf:"bytes,1,opt,name=start_time,json=startTime" json:"start_time,omitempty"` - CompletionTime string `protobuf:"bytes,2,opt,name=completion_time,json=completionTime" json:"completion_time,omitempty"` - Condition TrialStatus_TrialConditionType `protobuf:"varint,3,opt,name=condition,enum=api.v1.beta1.TrialStatus_TrialConditionType" json:"condition,omitempty"` - Observation *Observation `protobuf:"bytes,4,opt,name=observation" json:"observation,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + StartTime string `protobuf:"bytes,1,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"` // Trial start time in RFC3339 format + CompletionTime string `protobuf:"bytes,2,opt,name=completion_time,json=completionTime,proto3" json:"completion_time,omitempty"` // Trial completion time in RFC3339 format + Condition TrialStatus_TrialConditionType `protobuf:"varint,3,opt,name=condition,proto3,enum=api.v1.beta1.TrialStatus_TrialConditionType" json:"condition,omitempty"` // Trial current condition. It is equal to the latest Trial CR condition. + Observation *Observation `protobuf:"bytes,4,opt,name=observation,proto3" json:"observation,omitempty"` // The best Trial observation in logs. +} + +func (x *TrialStatus) Reset() { + *x = TrialStatus{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[15] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } } -func (m *TrialStatus) Reset() { *m = TrialStatus{} } -func (m *TrialStatus) String() string { return proto.CompactTextString(m) } -func (*TrialStatus) ProtoMessage() {} -func (*TrialStatus) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{15} } +func (x *TrialStatus) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*TrialStatus) ProtoMessage() {} + +func (x *TrialStatus) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[15] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use TrialStatus.ProtoReflect.Descriptor instead. +func (*TrialStatus) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{15} +} -func (m *TrialStatus) GetStartTime() string { - if m != nil { - return m.StartTime +func (x *TrialStatus) GetStartTime() string { + if x != nil { + return x.StartTime } return "" } -func (m *TrialStatus) GetCompletionTime() string { - if m != nil { - return m.CompletionTime +func (x *TrialStatus) GetCompletionTime() string { + if x != nil { + return x.CompletionTime } return "" } -func (m *TrialStatus) GetCondition() TrialStatus_TrialConditionType { - if m != nil { - return m.Condition +func (x *TrialStatus) GetCondition() TrialStatus_TrialConditionType { + if x != nil { + return x.Condition } return TrialStatus_CREATED } -func (m *TrialStatus) GetObservation() *Observation { - if m != nil { - return m.Observation +func (x *TrialStatus) GetObservation() *Observation { + if x != nil { + return x.Observation } return nil } type Observation struct { - Metrics []*Metric `protobuf:"bytes,1,rep,name=metrics" json:"metrics,omitempty"` -} + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields -func (m *Observation) Reset() { *m = Observation{} } -func (m *Observation) String() string { return proto.CompactTextString(m) } -func (*Observation) ProtoMessage() {} -func (*Observation) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{16} } + Metrics []*Metric `protobuf:"bytes,1,rep,name=metrics,proto3" json:"metrics,omitempty"` +} -func (m *Observation) GetMetrics() []*Metric { - if m != nil { - return m.Metrics +func (x *Observation) Reset() { + *x = Observation{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[16] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) } - return nil } -type Metric struct { - Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"` - Value string `protobuf:"bytes,2,opt,name=value" json:"value,omitempty"` +func (x *Observation) String() string { + return protoimpl.X.MessageStringOf(x) } -func (m *Metric) Reset() { *m = Metric{} } -func (m *Metric) String() string { return proto.CompactTextString(m) } -func (*Metric) ProtoMessage() {} -func (*Metric) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{17} } +func (*Observation) ProtoMessage() {} -func (m *Metric) GetName() string { - if m != nil { - return m.Name +func (x *Observation) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[16] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms } - return "" + return mi.MessageOf(x) } -func (m *Metric) GetValue() string { - if m != nil { - return m.Value - } - return "" +// Deprecated: Use Observation.ProtoReflect.Descriptor instead. +func (*Observation) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{16} } -type ReportObservationLogRequest struct { - TrialName string `protobuf:"bytes,1,opt,name=trial_name,json=trialName" json:"trial_name,omitempty"` - ObservationLog *ObservationLog `protobuf:"bytes,2,opt,name=observation_log,json=observationLog" json:"observation_log,omitempty"` +func (x *Observation) GetMetrics() []*Metric { + if x != nil { + return x.Metrics + } + return nil } -func (m *ReportObservationLogRequest) Reset() { *m = ReportObservationLogRequest{} } -func (m *ReportObservationLogRequest) String() string { return proto.CompactTextString(m) } -func (*ReportObservationLogRequest) ProtoMessage() {} -func (*ReportObservationLogRequest) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{18} } +type Metric struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields -func (m *ReportObservationLogRequest) GetTrialName() string { - if m != nil { - return m.TrialName - } - return "" + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + Value string `protobuf:"bytes,2,opt,name=value,proto3" json:"value,omitempty"` } -func (m *ReportObservationLogRequest) GetObservationLog() *ObservationLog { - if m != nil { - return m.ObservationLog +func (x *Metric) Reset() { + *x = Metric{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[17] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) } - return nil } -type ReportObservationLogReply struct { +func (x *Metric) String() string { + return protoimpl.X.MessageStringOf(x) } -func (m *ReportObservationLogReply) Reset() { *m = ReportObservationLogReply{} } -func (m *ReportObservationLogReply) String() string { return proto.CompactTextString(m) } -func (*ReportObservationLogReply) ProtoMessage() {} -func (*ReportObservationLogReply) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{19} } +func (*Metric) ProtoMessage() {} -type ObservationLog struct { - MetricLogs []*MetricLog `protobuf:"bytes,1,rep,name=metric_logs,json=metricLogs" json:"metric_logs,omitempty"` +func (x *Metric) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[17] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -func (m *ObservationLog) Reset() { *m = ObservationLog{} } -func (m *ObservationLog) String() string { return proto.CompactTextString(m) } -func (*ObservationLog) ProtoMessage() {} -func (*ObservationLog) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{20} } +// Deprecated: Use Metric.ProtoReflect.Descriptor instead. +func (*Metric) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{17} +} + +func (x *Metric) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *Metric) GetValue() string { + if x != nil { + return x.Value + } + return "" +} + +type ReportObservationLogRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + TrialName string `protobuf:"bytes,1,opt,name=trial_name,json=trialName,proto3" json:"trial_name,omitempty"` + ObservationLog *ObservationLog `protobuf:"bytes,2,opt,name=observation_log,json=observationLog,proto3" json:"observation_log,omitempty"` +} + +func (x *ReportObservationLogRequest) Reset() { + *x = ReportObservationLogRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[18] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ReportObservationLogRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ReportObservationLogRequest) ProtoMessage() {} + +func (x *ReportObservationLogRequest) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[18] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ReportObservationLogRequest.ProtoReflect.Descriptor instead. +func (*ReportObservationLogRequest) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{18} +} + +func (x *ReportObservationLogRequest) GetTrialName() string { + if x != nil { + return x.TrialName + } + return "" +} -func (m *ObservationLog) GetMetricLogs() []*MetricLog { - if m != nil { - return m.MetricLogs +func (x *ReportObservationLogRequest) GetObservationLog() *ObservationLog { + if x != nil { + return x.ObservationLog + } + return nil +} + +type ReportObservationLogReply struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields +} + +func (x *ReportObservationLogReply) Reset() { + *x = ReportObservationLogReply{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[19] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ReportObservationLogReply) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ReportObservationLogReply) ProtoMessage() {} + +func (x *ReportObservationLogReply) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[19] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ReportObservationLogReply.ProtoReflect.Descriptor instead. +func (*ReportObservationLogReply) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{19} +} + +type ObservationLog struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + MetricLogs []*MetricLog `protobuf:"bytes,1,rep,name=metric_logs,json=metricLogs,proto3" json:"metric_logs,omitempty"` +} + +func (x *ObservationLog) Reset() { + *x = ObservationLog{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[20] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ObservationLog) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ObservationLog) ProtoMessage() {} + +func (x *ObservationLog) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[20] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ObservationLog.ProtoReflect.Descriptor instead. +func (*ObservationLog) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{20} +} + +func (x *ObservationLog) GetMetricLogs() []*MetricLog { + if x != nil { + return x.MetricLogs } return nil } type MetricLog struct { - TimeStamp string `protobuf:"bytes,1,opt,name=time_stamp,json=timeStamp" json:"time_stamp,omitempty"` - Metric *Metric `protobuf:"bytes,2,opt,name=metric" json:"metric,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + TimeStamp string `protobuf:"bytes,1,opt,name=time_stamp,json=timeStamp,proto3" json:"time_stamp,omitempty"` /// RFC3339 format + Metric *Metric `protobuf:"bytes,2,opt,name=metric,proto3" json:"metric,omitempty"` +} + +func (x *MetricLog) Reset() { + *x = MetricLog{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[21] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } } -func (m *MetricLog) Reset() { *m = MetricLog{} } -func (m *MetricLog) String() string { return proto.CompactTextString(m) } -func (*MetricLog) ProtoMessage() {} -func (*MetricLog) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{21} } +func (x *MetricLog) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*MetricLog) ProtoMessage() {} -func (m *MetricLog) GetTimeStamp() string { - if m != nil { - return m.TimeStamp +func (x *MetricLog) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[21] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use MetricLog.ProtoReflect.Descriptor instead. +func (*MetricLog) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{21} +} + +func (x *MetricLog) GetTimeStamp() string { + if x != nil { + return x.TimeStamp } return "" } -func (m *MetricLog) GetMetric() *Metric { - if m != nil { - return m.Metric +func (x *MetricLog) GetMetric() *Metric { + if x != nil { + return x.Metric } return nil } type GetObservationLogRequest struct { - TrialName string `protobuf:"bytes,1,opt,name=trial_name,json=trialName" json:"trial_name,omitempty"` - MetricName string `protobuf:"bytes,2,opt,name=metric_name,json=metricName" json:"metric_name,omitempty"` - StartTime string `protobuf:"bytes,3,opt,name=start_time,json=startTime" json:"start_time,omitempty"` - EndTime string `protobuf:"bytes,4,opt,name=end_time,json=endTime" json:"end_time,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + TrialName string `protobuf:"bytes,1,opt,name=trial_name,json=trialName,proto3" json:"trial_name,omitempty"` + MetricName string `protobuf:"bytes,2,opt,name=metric_name,json=metricName,proto3" json:"metric_name,omitempty"` + StartTime string `protobuf:"bytes,3,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"` ///The start of the time range. RFC3339 format + EndTime string `protobuf:"bytes,4,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"` ///The end of the time range. RFC3339 format } -func (m *GetObservationLogRequest) Reset() { *m = GetObservationLogRequest{} } -func (m *GetObservationLogRequest) String() string { return proto.CompactTextString(m) } -func (*GetObservationLogRequest) ProtoMessage() {} -func (*GetObservationLogRequest) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{22} } +func (x *GetObservationLogRequest) Reset() { + *x = GetObservationLogRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[22] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} -func (m *GetObservationLogRequest) GetTrialName() string { - if m != nil { - return m.TrialName +func (x *GetObservationLogRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*GetObservationLogRequest) ProtoMessage() {} + +func (x *GetObservationLogRequest) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[22] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use GetObservationLogRequest.ProtoReflect.Descriptor instead. +func (*GetObservationLogRequest) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{22} +} + +func (x *GetObservationLogRequest) GetTrialName() string { + if x != nil { + return x.TrialName } return "" } -func (m *GetObservationLogRequest) GetMetricName() string { - if m != nil { - return m.MetricName +func (x *GetObservationLogRequest) GetMetricName() string { + if x != nil { + return x.MetricName } return "" } -func (m *GetObservationLogRequest) GetStartTime() string { - if m != nil { - return m.StartTime +func (x *GetObservationLogRequest) GetStartTime() string { + if x != nil { + return x.StartTime } return "" } -func (m *GetObservationLogRequest) GetEndTime() string { - if m != nil { - return m.EndTime +func (x *GetObservationLogRequest) GetEndTime() string { + if x != nil { + return x.EndTime } return "" } type GetObservationLogReply struct { - ObservationLog *ObservationLog `protobuf:"bytes,1,opt,name=observation_log,json=observationLog" json:"observation_log,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + ObservationLog *ObservationLog `protobuf:"bytes,1,opt,name=observation_log,json=observationLog,proto3" json:"observation_log,omitempty"` +} + +func (x *GetObservationLogReply) Reset() { + *x = GetObservationLogReply{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[23] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *GetObservationLogReply) String() string { + return protoimpl.X.MessageStringOf(x) } -func (m *GetObservationLogReply) Reset() { *m = GetObservationLogReply{} } -func (m *GetObservationLogReply) String() string { return proto.CompactTextString(m) } -func (*GetObservationLogReply) ProtoMessage() {} -func (*GetObservationLogReply) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{23} } +func (*GetObservationLogReply) ProtoMessage() {} -func (m *GetObservationLogReply) GetObservationLog() *ObservationLog { - if m != nil { - return m.ObservationLog +func (x *GetObservationLogReply) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[23] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use GetObservationLogReply.ProtoReflect.Descriptor instead. +func (*GetObservationLogReply) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{23} +} + +func (x *GetObservationLogReply) GetObservationLog() *ObservationLog { + if x != nil { + return x.ObservationLog } return nil } type DeleteObservationLogRequest struct { - TrialName string `protobuf:"bytes,1,opt,name=trial_name,json=trialName" json:"trial_name,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + TrialName string `protobuf:"bytes,1,opt,name=trial_name,json=trialName,proto3" json:"trial_name,omitempty"` } -func (m *DeleteObservationLogRequest) Reset() { *m = DeleteObservationLogRequest{} } -func (m *DeleteObservationLogRequest) String() string { return proto.CompactTextString(m) } -func (*DeleteObservationLogRequest) ProtoMessage() {} -func (*DeleteObservationLogRequest) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{24} } +func (x *DeleteObservationLogRequest) Reset() { + *x = DeleteObservationLogRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[24] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *DeleteObservationLogRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} -func (m *DeleteObservationLogRequest) GetTrialName() string { - if m != nil { - return m.TrialName +func (*DeleteObservationLogRequest) ProtoMessage() {} + +func (x *DeleteObservationLogRequest) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[24] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use DeleteObservationLogRequest.ProtoReflect.Descriptor instead. +func (*DeleteObservationLogRequest) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{24} +} + +func (x *DeleteObservationLogRequest) GetTrialName() string { + if x != nil { + return x.TrialName } return "" } type DeleteObservationLogReply struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields } -func (m *DeleteObservationLogReply) Reset() { *m = DeleteObservationLogReply{} } -func (m *DeleteObservationLogReply) String() string { return proto.CompactTextString(m) } -func (*DeleteObservationLogReply) ProtoMessage() {} -func (*DeleteObservationLogReply) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{25} } +func (x *DeleteObservationLogReply) Reset() { + *x = DeleteObservationLogReply{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[25] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *DeleteObservationLogReply) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*DeleteObservationLogReply) ProtoMessage() {} + +func (x *DeleteObservationLogReply) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[25] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use DeleteObservationLogReply.ProtoReflect.Descriptor instead. +func (*DeleteObservationLogReply) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{25} +} type GetSuggestionsRequest struct { - Experiment *Experiment `protobuf:"bytes,1,opt,name=experiment" json:"experiment,omitempty"` - Trials []*Trial `protobuf:"bytes,2,rep,name=trials" json:"trials,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + Experiment *Experiment `protobuf:"bytes,1,opt,name=experiment,proto3" json:"experiment,omitempty"` + Trials []*Trial `protobuf:"bytes,2,rep,name=trials,proto3" json:"trials,omitempty"` // All completed trials owned by the experiment. // The number of Suggestions requested at one time. // When you set 3 to current_request_number, you get three Suggestions at one time. - CurrentRequestNumber int32 `protobuf:"varint,4,opt,name=current_request_number,json=currentRequestNumber" json:"current_request_number,omitempty"` - TotalRequestNumber int32 `protobuf:"varint,5,opt,name=total_request_number,json=totalRequestNumber" json:"total_request_number,omitempty"` + CurrentRequestNumber int32 `protobuf:"varint,4,opt,name=current_request_number,json=currentRequestNumber,proto3" json:"current_request_number,omitempty"` + TotalRequestNumber int32 `protobuf:"varint,5,opt,name=total_request_number,json=totalRequestNumber,proto3" json:"total_request_number,omitempty"` // The number of Suggestions requested till now. +} + +func (x *GetSuggestionsRequest) Reset() { + *x = GetSuggestionsRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[26] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *GetSuggestionsRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*GetSuggestionsRequest) ProtoMessage() {} + +func (x *GetSuggestionsRequest) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[26] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -func (m *GetSuggestionsRequest) Reset() { *m = GetSuggestionsRequest{} } -func (m *GetSuggestionsRequest) String() string { return proto.CompactTextString(m) } -func (*GetSuggestionsRequest) ProtoMessage() {} -func (*GetSuggestionsRequest) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{26} } +// Deprecated: Use GetSuggestionsRequest.ProtoReflect.Descriptor instead. +func (*GetSuggestionsRequest) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{26} +} -func (m *GetSuggestionsRequest) GetExperiment() *Experiment { - if m != nil { - return m.Experiment +func (x *GetSuggestionsRequest) GetExperiment() *Experiment { + if x != nil { + return x.Experiment } return nil } -func (m *GetSuggestionsRequest) GetTrials() []*Trial { - if m != nil { - return m.Trials +func (x *GetSuggestionsRequest) GetTrials() []*Trial { + if x != nil { + return x.Trials } return nil } -func (m *GetSuggestionsRequest) GetCurrentRequestNumber() int32 { - if m != nil { - return m.CurrentRequestNumber +func (x *GetSuggestionsRequest) GetCurrentRequestNumber() int32 { + if x != nil { + return x.CurrentRequestNumber } return 0 } -func (m *GetSuggestionsRequest) GetTotalRequestNumber() int32 { - if m != nil { - return m.TotalRequestNumber +func (x *GetSuggestionsRequest) GetTotalRequestNumber() int32 { + if x != nil { + return x.TotalRequestNumber } return 0 } type GetSuggestionsReply struct { - ParameterAssignments []*GetSuggestionsReply_ParameterAssignments `protobuf:"bytes,1,rep,name=parameter_assignments,json=parameterAssignments" json:"parameter_assignments,omitempty"` - Algorithm *AlgorithmSpec `protobuf:"bytes,2,opt,name=algorithm" json:"algorithm,omitempty"` - EarlyStoppingRules []*EarlyStoppingRule `protobuf:"bytes,3,rep,name=early_stopping_rules,json=earlyStoppingRules" json:"early_stopping_rules,omitempty"` -} - -func (m *GetSuggestionsReply) Reset() { *m = GetSuggestionsReply{} } -func (m *GetSuggestionsReply) String() string { return proto.CompactTextString(m) } -func (*GetSuggestionsReply) ProtoMessage() {} -func (*GetSuggestionsReply) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{27} } + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields -func (m *GetSuggestionsReply) GetParameterAssignments() []*GetSuggestionsReply_ParameterAssignments { - if m != nil { - return m.ParameterAssignments - } - return nil + ParameterAssignments []*GetSuggestionsReply_ParameterAssignments `protobuf:"bytes,1,rep,name=parameter_assignments,json=parameterAssignments,proto3" json:"parameter_assignments,omitempty"` + Algorithm *AlgorithmSpec `protobuf:"bytes,2,opt,name=algorithm,proto3" json:"algorithm,omitempty"` + EarlyStoppingRules []*EarlyStoppingRule `protobuf:"bytes,3,rep,name=early_stopping_rules,json=earlyStoppingRules,proto3" json:"early_stopping_rules,omitempty"` } -func (m *GetSuggestionsReply) GetAlgorithm() *AlgorithmSpec { - if m != nil { - return m.Algorithm +func (x *GetSuggestionsReply) Reset() { + *x = GetSuggestionsReply{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[27] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) } - return nil } -func (m *GetSuggestionsReply) GetEarlyStoppingRules() []*EarlyStoppingRule { - if m != nil { - return m.EarlyStoppingRules - } - return nil +func (x *GetSuggestionsReply) String() string { + return protoimpl.X.MessageStringOf(x) } -type GetSuggestionsReply_ParameterAssignments struct { - Assignments []*ParameterAssignment `protobuf:"bytes,1,rep,name=assignments" json:"assignments,omitempty"` - // Optional field to override the trial name - TrialName string `protobuf:"bytes,2,opt,name=trial_name,json=trialName" json:"trial_name,omitempty"` - // Optional field to add labels to the generated Trials - Labels map[string]string `protobuf:"bytes,3,rep,name=labels" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key" protobuf_val:"bytes,2,opt,name=value"` -} +func (*GetSuggestionsReply) ProtoMessage() {} -func (m *GetSuggestionsReply_ParameterAssignments) Reset() { - *m = GetSuggestionsReply_ParameterAssignments{} +func (x *GetSuggestionsReply) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[27] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -func (m *GetSuggestionsReply_ParameterAssignments) String() string { return proto.CompactTextString(m) } -func (*GetSuggestionsReply_ParameterAssignments) ProtoMessage() {} -func (*GetSuggestionsReply_ParameterAssignments) Descriptor() ([]byte, []int) { - return fileDescriptor0, []int{27, 0} + +// Deprecated: Use GetSuggestionsReply.ProtoReflect.Descriptor instead. +func (*GetSuggestionsReply) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{27} } -func (m *GetSuggestionsReply_ParameterAssignments) GetAssignments() []*ParameterAssignment { - if m != nil { - return m.Assignments +func (x *GetSuggestionsReply) GetParameterAssignments() []*GetSuggestionsReply_ParameterAssignments { + if x != nil { + return x.ParameterAssignments } return nil } -func (m *GetSuggestionsReply_ParameterAssignments) GetTrialName() string { - if m != nil { - return m.TrialName +func (x *GetSuggestionsReply) GetAlgorithm() *AlgorithmSpec { + if x != nil { + return x.Algorithm } - return "" + return nil } -func (m *GetSuggestionsReply_ParameterAssignments) GetLabels() map[string]string { - if m != nil { - return m.Labels +func (x *GetSuggestionsReply) GetEarlyStoppingRules() []*EarlyStoppingRule { + if x != nil { + return x.EarlyStoppingRules } return nil } type ValidateAlgorithmSettingsRequest struct { - Experiment *Experiment `protobuf:"bytes,1,opt,name=experiment" json:"experiment,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + Experiment *Experiment `protobuf:"bytes,1,opt,name=experiment,proto3" json:"experiment,omitempty"` +} + +func (x *ValidateAlgorithmSettingsRequest) Reset() { + *x = ValidateAlgorithmSettingsRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[28] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ValidateAlgorithmSettingsRequest) String() string { + return protoimpl.X.MessageStringOf(x) } -func (m *ValidateAlgorithmSettingsRequest) Reset() { *m = ValidateAlgorithmSettingsRequest{} } -func (m *ValidateAlgorithmSettingsRequest) String() string { return proto.CompactTextString(m) } -func (*ValidateAlgorithmSettingsRequest) ProtoMessage() {} +func (*ValidateAlgorithmSettingsRequest) ProtoMessage() {} + +func (x *ValidateAlgorithmSettingsRequest) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[28] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ValidateAlgorithmSettingsRequest.ProtoReflect.Descriptor instead. func (*ValidateAlgorithmSettingsRequest) Descriptor() ([]byte, []int) { - return fileDescriptor0, []int{28} + return file_api_proto_rawDescGZIP(), []int{28} } -func (m *ValidateAlgorithmSettingsRequest) GetExperiment() *Experiment { - if m != nil { - return m.Experiment +func (x *ValidateAlgorithmSettingsRequest) GetExperiment() *Experiment { + if x != nil { + return x.Experiment } return nil } @@ -1136,57 +1972,149 @@ func (m *ValidateAlgorithmSettingsRequest) GetExperiment() *Experiment { // * // Return INVALID_ARGUMENT Error if Algorithm Settings are not Valid type ValidateAlgorithmSettingsReply struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields +} + +func (x *ValidateAlgorithmSettingsReply) Reset() { + *x = ValidateAlgorithmSettingsReply{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[29] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ValidateAlgorithmSettingsReply) String() string { + return protoimpl.X.MessageStringOf(x) } -func (m *ValidateAlgorithmSettingsReply) Reset() { *m = ValidateAlgorithmSettingsReply{} } -func (m *ValidateAlgorithmSettingsReply) String() string { return proto.CompactTextString(m) } -func (*ValidateAlgorithmSettingsReply) ProtoMessage() {} -func (*ValidateAlgorithmSettingsReply) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{29} } +func (*ValidateAlgorithmSettingsReply) ProtoMessage() {} + +func (x *ValidateAlgorithmSettingsReply) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[29] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ValidateAlgorithmSettingsReply.ProtoReflect.Descriptor instead. +func (*ValidateAlgorithmSettingsReply) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{29} +} type GetEarlyStoppingRulesRequest struct { - Experiment *Experiment `protobuf:"bytes,1,opt,name=experiment" json:"experiment,omitempty"` - Trials []*Trial `protobuf:"bytes,2,rep,name=trials" json:"trials,omitempty"` - DbManagerAddress string `protobuf:"bytes,3,opt,name=db_manager_address,json=dbManagerAddress" json:"db_manager_address,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + Experiment *Experiment `protobuf:"bytes,1,opt,name=experiment,proto3" json:"experiment,omitempty"` + Trials []*Trial `protobuf:"bytes,2,rep,name=trials,proto3" json:"trials,omitempty"` + DbManagerAddress string `protobuf:"bytes,3,opt,name=db_manager_address,json=dbManagerAddress,proto3" json:"db_manager_address,omitempty"` +} + +func (x *GetEarlyStoppingRulesRequest) Reset() { + *x = GetEarlyStoppingRulesRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[30] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *GetEarlyStoppingRulesRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*GetEarlyStoppingRulesRequest) ProtoMessage() {} + +func (x *GetEarlyStoppingRulesRequest) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[30] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -func (m *GetEarlyStoppingRulesRequest) Reset() { *m = GetEarlyStoppingRulesRequest{} } -func (m *GetEarlyStoppingRulesRequest) String() string { return proto.CompactTextString(m) } -func (*GetEarlyStoppingRulesRequest) ProtoMessage() {} -func (*GetEarlyStoppingRulesRequest) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{30} } +// Deprecated: Use GetEarlyStoppingRulesRequest.ProtoReflect.Descriptor instead. +func (*GetEarlyStoppingRulesRequest) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{30} +} -func (m *GetEarlyStoppingRulesRequest) GetExperiment() *Experiment { - if m != nil { - return m.Experiment +func (x *GetEarlyStoppingRulesRequest) GetExperiment() *Experiment { + if x != nil { + return x.Experiment } return nil } -func (m *GetEarlyStoppingRulesRequest) GetTrials() []*Trial { - if m != nil { - return m.Trials +func (x *GetEarlyStoppingRulesRequest) GetTrials() []*Trial { + if x != nil { + return x.Trials } return nil } -func (m *GetEarlyStoppingRulesRequest) GetDbManagerAddress() string { - if m != nil { - return m.DbManagerAddress +func (x *GetEarlyStoppingRulesRequest) GetDbManagerAddress() string { + if x != nil { + return x.DbManagerAddress } return "" } type GetEarlyStoppingRulesReply struct { - EarlyStoppingRules []*EarlyStoppingRule `protobuf:"bytes,1,rep,name=early_stopping_rules,json=earlyStoppingRules" json:"early_stopping_rules,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + EarlyStoppingRules []*EarlyStoppingRule `protobuf:"bytes,1,rep,name=early_stopping_rules,json=earlyStoppingRules,proto3" json:"early_stopping_rules,omitempty"` +} + +func (x *GetEarlyStoppingRulesReply) Reset() { + *x = GetEarlyStoppingRulesReply{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[31] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } } -func (m *GetEarlyStoppingRulesReply) Reset() { *m = GetEarlyStoppingRulesReply{} } -func (m *GetEarlyStoppingRulesReply) String() string { return proto.CompactTextString(m) } -func (*GetEarlyStoppingRulesReply) ProtoMessage() {} -func (*GetEarlyStoppingRulesReply) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{31} } +func (x *GetEarlyStoppingRulesReply) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*GetEarlyStoppingRulesReply) ProtoMessage() {} + +func (x *GetEarlyStoppingRulesReply) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[31] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} -func (m *GetEarlyStoppingRulesReply) GetEarlyStoppingRules() []*EarlyStoppingRule { - if m != nil { - return m.EarlyStoppingRules +// Deprecated: Use GetEarlyStoppingRulesReply.ProtoReflect.Descriptor instead. +func (*GetEarlyStoppingRulesReply) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{31} +} + +func (x *GetEarlyStoppingRulesReply) GetEarlyStoppingRules() []*EarlyStoppingRule { + if x != nil { + return x.EarlyStoppingRules } return nil } @@ -1194,61 +2122,121 @@ func (m *GetEarlyStoppingRulesReply) GetEarlyStoppingRules() []*EarlyStoppingRul // * // EarlyStoppingRule represents single early stopping rule. type EarlyStoppingRule struct { - Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"` - Value string `protobuf:"bytes,2,opt,name=value" json:"value,omitempty"` - Comparison ComparisonType `protobuf:"varint,3,opt,name=comparison,enum=api.v1.beta1.ComparisonType" json:"comparison,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` // Name of the rule. Usually, metric name. + Value string `protobuf:"bytes,2,opt,name=value,proto3" json:"value,omitempty"` // Value of the metric. + Comparison ComparisonType `protobuf:"varint,3,opt,name=comparison,proto3,enum=api.v1.beta1.ComparisonType" json:"comparison,omitempty"` // Correlation between name and value, one of equal, less or greater // Defines quantity of intermediate results that should be received before applying the rule. // If start step is empty, rule is applied from the first recorded metric. - StartStep int32 `protobuf:"varint,4,opt,name=start_step,json=startStep" json:"start_step,omitempty"` + StartStep int32 `protobuf:"varint,4,opt,name=start_step,json=startStep,proto3" json:"start_step,omitempty"` +} + +func (x *EarlyStoppingRule) Reset() { + *x = EarlyStoppingRule{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[32] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *EarlyStoppingRule) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*EarlyStoppingRule) ProtoMessage() {} + +func (x *EarlyStoppingRule) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[32] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -func (m *EarlyStoppingRule) Reset() { *m = EarlyStoppingRule{} } -func (m *EarlyStoppingRule) String() string { return proto.CompactTextString(m) } -func (*EarlyStoppingRule) ProtoMessage() {} -func (*EarlyStoppingRule) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{32} } +// Deprecated: Use EarlyStoppingRule.ProtoReflect.Descriptor instead. +func (*EarlyStoppingRule) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{32} +} -func (m *EarlyStoppingRule) GetName() string { - if m != nil { - return m.Name +func (x *EarlyStoppingRule) GetName() string { + if x != nil { + return x.Name } return "" } -func (m *EarlyStoppingRule) GetValue() string { - if m != nil { - return m.Value +func (x *EarlyStoppingRule) GetValue() string { + if x != nil { + return x.Value } return "" } -func (m *EarlyStoppingRule) GetComparison() ComparisonType { - if m != nil { - return m.Comparison +func (x *EarlyStoppingRule) GetComparison() ComparisonType { + if x != nil { + return x.Comparison } return ComparisonType_UNKNOWN_COMPARISON } -func (m *EarlyStoppingRule) GetStartStep() int32 { - if m != nil { - return m.StartStep +func (x *EarlyStoppingRule) GetStartStep() int32 { + if x != nil { + return x.StartStep } return 0 } type ValidateEarlyStoppingSettingsRequest struct { - EarlyStopping *EarlyStoppingSpec `protobuf:"bytes,1,opt,name=early_stopping,json=earlyStopping" json:"early_stopping,omitempty"` + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + EarlyStopping *EarlyStoppingSpec `protobuf:"bytes,1,opt,name=early_stopping,json=earlyStopping,proto3" json:"early_stopping,omitempty"` } -func (m *ValidateEarlyStoppingSettingsRequest) Reset() { *m = ValidateEarlyStoppingSettingsRequest{} } -func (m *ValidateEarlyStoppingSettingsRequest) String() string { return proto.CompactTextString(m) } -func (*ValidateEarlyStoppingSettingsRequest) ProtoMessage() {} +func (x *ValidateEarlyStoppingSettingsRequest) Reset() { + *x = ValidateEarlyStoppingSettingsRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[33] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ValidateEarlyStoppingSettingsRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ValidateEarlyStoppingSettingsRequest) ProtoMessage() {} + +func (x *ValidateEarlyStoppingSettingsRequest) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[33] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ValidateEarlyStoppingSettingsRequest.ProtoReflect.Descriptor instead. func (*ValidateEarlyStoppingSettingsRequest) Descriptor() ([]byte, []int) { - return fileDescriptor0, []int{33} + return file_api_proto_rawDescGZIP(), []int{33} } -func (m *ValidateEarlyStoppingSettingsRequest) GetEarlyStopping() *EarlyStoppingSpec { - if m != nil { - return m.EarlyStopping +func (x *ValidateEarlyStoppingSettingsRequest) GetEarlyStopping() *EarlyStoppingSpec { + if x != nil { + return x.EarlyStopping } return nil } @@ -1256,596 +2244,1462 @@ func (m *ValidateEarlyStoppingSettingsRequest) GetEarlyStopping() *EarlyStopping // * // Return INVALID_ARGUMENT Error if Early Stopping Settings are not Valid type ValidateEarlyStoppingSettingsReply struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields } -func (m *ValidateEarlyStoppingSettingsReply) Reset() { *m = ValidateEarlyStoppingSettingsReply{} } -func (m *ValidateEarlyStoppingSettingsReply) String() string { return proto.CompactTextString(m) } -func (*ValidateEarlyStoppingSettingsReply) ProtoMessage() {} -func (*ValidateEarlyStoppingSettingsReply) Descriptor() ([]byte, []int) { - return fileDescriptor0, []int{34} +func (x *ValidateEarlyStoppingSettingsReply) Reset() { + *x = ValidateEarlyStoppingSettingsReply{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[34] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } } -type SetTrialStatusRequest struct { - TrialName string `protobuf:"bytes,1,opt,name=trial_name,json=trialName" json:"trial_name,omitempty"` +func (x *ValidateEarlyStoppingSettingsReply) String() string { + return protoimpl.X.MessageStringOf(x) } -func (m *SetTrialStatusRequest) Reset() { *m = SetTrialStatusRequest{} } -func (m *SetTrialStatusRequest) String() string { return proto.CompactTextString(m) } -func (*SetTrialStatusRequest) ProtoMessage() {} -func (*SetTrialStatusRequest) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{35} } +func (*ValidateEarlyStoppingSettingsReply) ProtoMessage() {} -func (m *SetTrialStatusRequest) GetTrialName() string { - if m != nil { - return m.TrialName +func (x *ValidateEarlyStoppingSettingsReply) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[34] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms } - return "" + return mi.MessageOf(x) } -type SetTrialStatusReply struct { +// Deprecated: Use ValidateEarlyStoppingSettingsReply.ProtoReflect.Descriptor instead. +func (*ValidateEarlyStoppingSettingsReply) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{34} } -func (m *SetTrialStatusReply) Reset() { *m = SetTrialStatusReply{} } -func (m *SetTrialStatusReply) String() string { return proto.CompactTextString(m) } -func (*SetTrialStatusReply) ProtoMessage() {} -func (*SetTrialStatusReply) Descriptor() ([]byte, []int) { return fileDescriptor0, []int{36} } - -func init() { - proto.RegisterType((*Experiment)(nil), "api.v1.beta1.Experiment") - proto.RegisterType((*ExperimentSpec)(nil), "api.v1.beta1.ExperimentSpec") - proto.RegisterType((*ExperimentSpec_ParameterSpecs)(nil), "api.v1.beta1.ExperimentSpec.ParameterSpecs") - proto.RegisterType((*ParameterSpec)(nil), "api.v1.beta1.ParameterSpec") - proto.RegisterType((*FeasibleSpace)(nil), "api.v1.beta1.FeasibleSpace") - proto.RegisterType((*ObjectiveSpec)(nil), "api.v1.beta1.ObjectiveSpec") - proto.RegisterType((*AlgorithmSpec)(nil), "api.v1.beta1.AlgorithmSpec") - proto.RegisterType((*AlgorithmSetting)(nil), "api.v1.beta1.AlgorithmSetting") - proto.RegisterType((*EarlyStoppingSpec)(nil), "api.v1.beta1.EarlyStoppingSpec") - proto.RegisterType((*EarlyStoppingSetting)(nil), "api.v1.beta1.EarlyStoppingSetting") - proto.RegisterType((*NasConfig)(nil), "api.v1.beta1.NasConfig") - proto.RegisterType((*NasConfig_Operations)(nil), "api.v1.beta1.NasConfig.Operations") - proto.RegisterType((*GraphConfig)(nil), "api.v1.beta1.GraphConfig") - proto.RegisterType((*Operation)(nil), "api.v1.beta1.Operation") - proto.RegisterType((*Operation_ParameterSpecs)(nil), "api.v1.beta1.Operation.ParameterSpecs") - proto.RegisterType((*Trial)(nil), "api.v1.beta1.Trial") - proto.RegisterType((*TrialSpec)(nil), "api.v1.beta1.TrialSpec") - proto.RegisterType((*TrialSpec_ParameterAssignments)(nil), "api.v1.beta1.TrialSpec.ParameterAssignments") - proto.RegisterType((*ParameterAssignment)(nil), "api.v1.beta1.ParameterAssignment") - proto.RegisterType((*TrialStatus)(nil), "api.v1.beta1.TrialStatus") - proto.RegisterType((*Observation)(nil), "api.v1.beta1.Observation") - proto.RegisterType((*Metric)(nil), "api.v1.beta1.Metric") - proto.RegisterType((*ReportObservationLogRequest)(nil), "api.v1.beta1.ReportObservationLogRequest") - proto.RegisterType((*ReportObservationLogReply)(nil), "api.v1.beta1.ReportObservationLogReply") - proto.RegisterType((*ObservationLog)(nil), "api.v1.beta1.ObservationLog") - proto.RegisterType((*MetricLog)(nil), "api.v1.beta1.MetricLog") - proto.RegisterType((*GetObservationLogRequest)(nil), "api.v1.beta1.GetObservationLogRequest") - proto.RegisterType((*GetObservationLogReply)(nil), "api.v1.beta1.GetObservationLogReply") - proto.RegisterType((*DeleteObservationLogRequest)(nil), "api.v1.beta1.DeleteObservationLogRequest") - proto.RegisterType((*DeleteObservationLogReply)(nil), "api.v1.beta1.DeleteObservationLogReply") - proto.RegisterType((*GetSuggestionsRequest)(nil), "api.v1.beta1.GetSuggestionsRequest") - proto.RegisterType((*GetSuggestionsReply)(nil), "api.v1.beta1.GetSuggestionsReply") - proto.RegisterType((*GetSuggestionsReply_ParameterAssignments)(nil), "api.v1.beta1.GetSuggestionsReply.ParameterAssignments") - proto.RegisterType((*ValidateAlgorithmSettingsRequest)(nil), "api.v1.beta1.ValidateAlgorithmSettingsRequest") - proto.RegisterType((*ValidateAlgorithmSettingsReply)(nil), "api.v1.beta1.ValidateAlgorithmSettingsReply") - proto.RegisterType((*GetEarlyStoppingRulesRequest)(nil), "api.v1.beta1.GetEarlyStoppingRulesRequest") - proto.RegisterType((*GetEarlyStoppingRulesReply)(nil), "api.v1.beta1.GetEarlyStoppingRulesReply") - proto.RegisterType((*EarlyStoppingRule)(nil), "api.v1.beta1.EarlyStoppingRule") - proto.RegisterType((*ValidateEarlyStoppingSettingsRequest)(nil), "api.v1.beta1.ValidateEarlyStoppingSettingsRequest") - proto.RegisterType((*ValidateEarlyStoppingSettingsReply)(nil), "api.v1.beta1.ValidateEarlyStoppingSettingsReply") - proto.RegisterType((*SetTrialStatusRequest)(nil), "api.v1.beta1.SetTrialStatusRequest") - proto.RegisterType((*SetTrialStatusReply)(nil), "api.v1.beta1.SetTrialStatusReply") - proto.RegisterEnum("api.v1.beta1.ParameterType", ParameterType_name, ParameterType_value) - proto.RegisterEnum("api.v1.beta1.ObjectiveType", ObjectiveType_name, ObjectiveType_value) - proto.RegisterEnum("api.v1.beta1.ComparisonType", ComparisonType_name, ComparisonType_value) - proto.RegisterEnum("api.v1.beta1.TrialStatus_TrialConditionType", TrialStatus_TrialConditionType_name, TrialStatus_TrialConditionType_value) -} - -// Reference imports to suppress errors if they are not otherwise used. -var _ context.Context -var _ grpc.ClientConn - -// This is a compile-time assertion to ensure that this generated file -// is compatible with the grpc package it is being compiled against. -const _ = grpc.SupportPackageIsVersion4 - -// Client API for DBManager service - -type DBManagerClient interface { - // * - // Report a log of Observations for a Trial. - // The log consists of timestamp and value of metric. - // Katib store every log of metrics. - // You can see accuracy curve or other metric logs on UI. - ReportObservationLog(ctx context.Context, in *ReportObservationLogRequest, opts ...grpc.CallOption) (*ReportObservationLogReply, error) - // * - // Get all log of Observations for a Trial. - GetObservationLog(ctx context.Context, in *GetObservationLogRequest, opts ...grpc.CallOption) (*GetObservationLogReply, error) - // * - // Delete all log of Observations for a Trial. - DeleteObservationLog(ctx context.Context, in *DeleteObservationLogRequest, opts ...grpc.CallOption) (*DeleteObservationLogReply, error) -} - -type dBManagerClient struct { - cc *grpc.ClientConn -} - -func NewDBManagerClient(cc *grpc.ClientConn) DBManagerClient { - return &dBManagerClient{cc} -} - -func (c *dBManagerClient) ReportObservationLog(ctx context.Context, in *ReportObservationLogRequest, opts ...grpc.CallOption) (*ReportObservationLogReply, error) { - out := new(ReportObservationLogReply) - err := grpc.Invoke(ctx, "/api.v1.beta1.DBManager/ReportObservationLog", in, out, c.cc, opts...) - if err != nil { - return nil, err - } - return out, nil -} - -func (c *dBManagerClient) GetObservationLog(ctx context.Context, in *GetObservationLogRequest, opts ...grpc.CallOption) (*GetObservationLogReply, error) { - out := new(GetObservationLogReply) - err := grpc.Invoke(ctx, "/api.v1.beta1.DBManager/GetObservationLog", in, out, c.cc, opts...) - if err != nil { - return nil, err - } - return out, nil -} - -func (c *dBManagerClient) DeleteObservationLog(ctx context.Context, in *DeleteObservationLogRequest, opts ...grpc.CallOption) (*DeleteObservationLogReply, error) { - out := new(DeleteObservationLogReply) - err := grpc.Invoke(ctx, "/api.v1.beta1.DBManager/DeleteObservationLog", in, out, c.cc, opts...) - if err != nil { - return nil, err - } - return out, nil -} - -// Server API for DBManager service - -type DBManagerServer interface { - // * - // Report a log of Observations for a Trial. - // The log consists of timestamp and value of metric. - // Katib store every log of metrics. - // You can see accuracy curve or other metric logs on UI. - ReportObservationLog(context.Context, *ReportObservationLogRequest) (*ReportObservationLogReply, error) - // * - // Get all log of Observations for a Trial. - GetObservationLog(context.Context, *GetObservationLogRequest) (*GetObservationLogReply, error) - // * - // Delete all log of Observations for a Trial. - DeleteObservationLog(context.Context, *DeleteObservationLogRequest) (*DeleteObservationLogReply, error) -} +type SetTrialStatusRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields -func RegisterDBManagerServer(s *grpc.Server, srv DBManagerServer) { - s.RegisterService(&_DBManager_serviceDesc, srv) + TrialName string `protobuf:"bytes,1,opt,name=trial_name,json=trialName,proto3" json:"trial_name,omitempty"` } -func _DBManager_ReportObservationLog_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { - in := new(ReportObservationLogRequest) - if err := dec(in); err != nil { - return nil, err - } - if interceptor == nil { - return srv.(DBManagerServer).ReportObservationLog(ctx, in) - } - info := &grpc.UnaryServerInfo{ - Server: srv, - FullMethod: "/api.v1.beta1.DBManager/ReportObservationLog", +func (x *SetTrialStatusRequest) Reset() { + *x = SetTrialStatusRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[35] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) } - handler := func(ctx context.Context, req interface{}) (interface{}, error) { - return srv.(DBManagerServer).ReportObservationLog(ctx, req.(*ReportObservationLogRequest)) - } - return interceptor(ctx, in, info, handler) } -func _DBManager_GetObservationLog_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { - in := new(GetObservationLogRequest) - if err := dec(in); err != nil { - return nil, err - } - if interceptor == nil { - return srv.(DBManagerServer).GetObservationLog(ctx, in) - } - info := &grpc.UnaryServerInfo{ - Server: srv, - FullMethod: "/api.v1.beta1.DBManager/GetObservationLog", - } - handler := func(ctx context.Context, req interface{}) (interface{}, error) { - return srv.(DBManagerServer).GetObservationLog(ctx, req.(*GetObservationLogRequest)) - } - return interceptor(ctx, in, info, handler) +func (x *SetTrialStatusRequest) String() string { + return protoimpl.X.MessageStringOf(x) } -func _DBManager_DeleteObservationLog_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { - in := new(DeleteObservationLogRequest) - if err := dec(in); err != nil { - return nil, err - } - if interceptor == nil { - return srv.(DBManagerServer).DeleteObservationLog(ctx, in) +func (*SetTrialStatusRequest) ProtoMessage() {} + +func (x *SetTrialStatusRequest) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[35] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms } - info := &grpc.UnaryServerInfo{ - Server: srv, - FullMethod: "/api.v1.beta1.DBManager/DeleteObservationLog", + return mi.MessageOf(x) +} + +// Deprecated: Use SetTrialStatusRequest.ProtoReflect.Descriptor instead. +func (*SetTrialStatusRequest) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{35} +} + +func (x *SetTrialStatusRequest) GetTrialName() string { + if x != nil { + return x.TrialName } - handler := func(ctx context.Context, req interface{}) (interface{}, error) { - return srv.(DBManagerServer).DeleteObservationLog(ctx, req.(*DeleteObservationLogRequest)) + return "" +} + +type SetTrialStatusReply struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields +} + +func (x *SetTrialStatusReply) Reset() { + *x = SetTrialStatusReply{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[36] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) } - return interceptor(ctx, in, info, handler) } -var _DBManager_serviceDesc = grpc.ServiceDesc{ - ServiceName: "api.v1.beta1.DBManager", - HandlerType: (*DBManagerServer)(nil), - Methods: []grpc.MethodDesc{ - { - MethodName: "ReportObservationLog", - Handler: _DBManager_ReportObservationLog_Handler, - }, - { - MethodName: "GetObservationLog", - Handler: _DBManager_GetObservationLog_Handler, - }, - { - MethodName: "DeleteObservationLog", - Handler: _DBManager_DeleteObservationLog_Handler, - }, - }, - Streams: []grpc.StreamDesc{}, - Metadata: "api.proto", +func (x *SetTrialStatusReply) String() string { + return protoimpl.X.MessageStringOf(x) } -// Client API for Suggestion service +func (*SetTrialStatusReply) ProtoMessage() {} -type SuggestionClient interface { - GetSuggestions(ctx context.Context, in *GetSuggestionsRequest, opts ...grpc.CallOption) (*GetSuggestionsReply, error) - ValidateAlgorithmSettings(ctx context.Context, in *ValidateAlgorithmSettingsRequest, opts ...grpc.CallOption) (*ValidateAlgorithmSettingsReply, error) +func (x *SetTrialStatusReply) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[36] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -type suggestionClient struct { - cc *grpc.ClientConn +// Deprecated: Use SetTrialStatusReply.ProtoReflect.Descriptor instead. +func (*SetTrialStatusReply) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{36} } -func NewSuggestionClient(cc *grpc.ClientConn) SuggestionClient { - return &suggestionClient{cc} +// * +// List of ParameterSpec. +type ExperimentSpec_ParameterSpecs struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + Parameters []*ParameterSpec `protobuf:"bytes,1,rep,name=parameters,proto3" json:"parameters,omitempty"` } -func (c *suggestionClient) GetSuggestions(ctx context.Context, in *GetSuggestionsRequest, opts ...grpc.CallOption) (*GetSuggestionsReply, error) { - out := new(GetSuggestionsReply) - err := grpc.Invoke(ctx, "/api.v1.beta1.Suggestion/GetSuggestions", in, out, c.cc, opts...) - if err != nil { - return nil, err +func (x *ExperimentSpec_ParameterSpecs) Reset() { + *x = ExperimentSpec_ParameterSpecs{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[37] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) } - return out, nil } -func (c *suggestionClient) ValidateAlgorithmSettings(ctx context.Context, in *ValidateAlgorithmSettingsRequest, opts ...grpc.CallOption) (*ValidateAlgorithmSettingsReply, error) { - out := new(ValidateAlgorithmSettingsReply) - err := grpc.Invoke(ctx, "/api.v1.beta1.Suggestion/ValidateAlgorithmSettings", in, out, c.cc, opts...) - if err != nil { - return nil, err - } - return out, nil +func (x *ExperimentSpec_ParameterSpecs) String() string { + return protoimpl.X.MessageStringOf(x) } -// Server API for Suggestion service +func (*ExperimentSpec_ParameterSpecs) ProtoMessage() {} -type SuggestionServer interface { - GetSuggestions(context.Context, *GetSuggestionsRequest) (*GetSuggestionsReply, error) - ValidateAlgorithmSettings(context.Context, *ValidateAlgorithmSettingsRequest) (*ValidateAlgorithmSettingsReply, error) +func (x *ExperimentSpec_ParameterSpecs) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[37] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -func RegisterSuggestionServer(s *grpc.Server, srv SuggestionServer) { - s.RegisterService(&_Suggestion_serviceDesc, srv) +// Deprecated: Use ExperimentSpec_ParameterSpecs.ProtoReflect.Descriptor instead. +func (*ExperimentSpec_ParameterSpecs) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{1, 0} } -func _Suggestion_GetSuggestions_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { - in := new(GetSuggestionsRequest) - if err := dec(in); err != nil { - return nil, err - } - if interceptor == nil { - return srv.(SuggestionServer).GetSuggestions(ctx, in) - } - info := &grpc.UnaryServerInfo{ - Server: srv, - FullMethod: "/api.v1.beta1.Suggestion/GetSuggestions", - } - handler := func(ctx context.Context, req interface{}) (interface{}, error) { - return srv.(SuggestionServer).GetSuggestions(ctx, req.(*GetSuggestionsRequest)) +func (x *ExperimentSpec_ParameterSpecs) GetParameters() []*ParameterSpec { + if x != nil { + return x.Parameters } - return interceptor(ctx, in, info, handler) + return nil } -func _Suggestion_ValidateAlgorithmSettings_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { - in := new(ValidateAlgorithmSettingsRequest) - if err := dec(in); err != nil { - return nil, err - } - if interceptor == nil { - return srv.(SuggestionServer).ValidateAlgorithmSettings(ctx, in) - } - info := &grpc.UnaryServerInfo{ - Server: srv, - FullMethod: "/api.v1.beta1.Suggestion/ValidateAlgorithmSettings", - } - handler := func(ctx context.Context, req interface{}) (interface{}, error) { - return srv.(SuggestionServer).ValidateAlgorithmSettings(ctx, req.(*ValidateAlgorithmSettingsRequest)) +type NasConfig_Operations struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + Operation []*Operation `protobuf:"bytes,1,rep,name=operation,proto3" json:"operation,omitempty"` +} + +func (x *NasConfig_Operations) Reset() { + *x = NasConfig_Operations{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[38] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) } - return interceptor(ctx, in, info, handler) } -var _Suggestion_serviceDesc = grpc.ServiceDesc{ - ServiceName: "api.v1.beta1.Suggestion", - HandlerType: (*SuggestionServer)(nil), - Methods: []grpc.MethodDesc{ - { - MethodName: "GetSuggestions", - Handler: _Suggestion_GetSuggestions_Handler, - }, - { - MethodName: "ValidateAlgorithmSettings", - Handler: _Suggestion_ValidateAlgorithmSettings_Handler, - }, - }, - Streams: []grpc.StreamDesc{}, - Metadata: "api.proto", +func (x *NasConfig_Operations) String() string { + return protoimpl.X.MessageStringOf(x) } -// Client API for EarlyStopping service +func (*NasConfig_Operations) ProtoMessage() {} -type EarlyStoppingClient interface { - GetEarlyStoppingRules(ctx context.Context, in *GetEarlyStoppingRulesRequest, opts ...grpc.CallOption) (*GetEarlyStoppingRulesReply, error) - SetTrialStatus(ctx context.Context, in *SetTrialStatusRequest, opts ...grpc.CallOption) (*SetTrialStatusReply, error) - ValidateEarlyStoppingSettings(ctx context.Context, in *ValidateEarlyStoppingSettingsRequest, opts ...grpc.CallOption) (*ValidateEarlyStoppingSettingsReply, error) +func (x *NasConfig_Operations) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[38] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -type earlyStoppingClient struct { - cc *grpc.ClientConn +// Deprecated: Use NasConfig_Operations.ProtoReflect.Descriptor instead. +func (*NasConfig_Operations) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{9, 0} } -func NewEarlyStoppingClient(cc *grpc.ClientConn) EarlyStoppingClient { - return &earlyStoppingClient{cc} +func (x *NasConfig_Operations) GetOperation() []*Operation { + if x != nil { + return x.Operation + } + return nil } -func (c *earlyStoppingClient) GetEarlyStoppingRules(ctx context.Context, in *GetEarlyStoppingRulesRequest, opts ...grpc.CallOption) (*GetEarlyStoppingRulesReply, error) { - out := new(GetEarlyStoppingRulesReply) - err := grpc.Invoke(ctx, "/api.v1.beta1.EarlyStopping/GetEarlyStoppingRules", in, out, c.cc, opts...) - if err != nil { - return nil, err - } - return out, nil +// * +// List of ParameterSpec +type Operation_ParameterSpecs struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + Parameters []*ParameterSpec `protobuf:"bytes,1,rep,name=parameters,proto3" json:"parameters,omitempty"` } -func (c *earlyStoppingClient) SetTrialStatus(ctx context.Context, in *SetTrialStatusRequest, opts ...grpc.CallOption) (*SetTrialStatusReply, error) { - out := new(SetTrialStatusReply) - err := grpc.Invoke(ctx, "/api.v1.beta1.EarlyStopping/SetTrialStatus", in, out, c.cc, opts...) - if err != nil { - return nil, err +func (x *Operation_ParameterSpecs) Reset() { + *x = Operation_ParameterSpecs{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[39] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) } - return out, nil } -func (c *earlyStoppingClient) ValidateEarlyStoppingSettings(ctx context.Context, in *ValidateEarlyStoppingSettingsRequest, opts ...grpc.CallOption) (*ValidateEarlyStoppingSettingsReply, error) { - out := new(ValidateEarlyStoppingSettingsReply) - err := grpc.Invoke(ctx, "/api.v1.beta1.EarlyStopping/ValidateEarlyStoppingSettings", in, out, c.cc, opts...) - if err != nil { - return nil, err - } - return out, nil +func (x *Operation_ParameterSpecs) String() string { + return protoimpl.X.MessageStringOf(x) } -// Server API for EarlyStopping service +func (*Operation_ParameterSpecs) ProtoMessage() {} -type EarlyStoppingServer interface { - GetEarlyStoppingRules(context.Context, *GetEarlyStoppingRulesRequest) (*GetEarlyStoppingRulesReply, error) - SetTrialStatus(context.Context, *SetTrialStatusRequest) (*SetTrialStatusReply, error) - ValidateEarlyStoppingSettings(context.Context, *ValidateEarlyStoppingSettingsRequest) (*ValidateEarlyStoppingSettingsReply, error) +func (x *Operation_ParameterSpecs) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[39] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) } -func RegisterEarlyStoppingServer(s *grpc.Server, srv EarlyStoppingServer) { - s.RegisterService(&_EarlyStopping_serviceDesc, srv) +// Deprecated: Use Operation_ParameterSpecs.ProtoReflect.Descriptor instead. +func (*Operation_ParameterSpecs) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{11, 0} } -func _EarlyStopping_GetEarlyStoppingRules_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { - in := new(GetEarlyStoppingRulesRequest) - if err := dec(in); err != nil { - return nil, err +func (x *Operation_ParameterSpecs) GetParameters() []*ParameterSpec { + if x != nil { + return x.Parameters } - if interceptor == nil { - return srv.(EarlyStoppingServer).GetEarlyStoppingRules(ctx, in) - } - info := &grpc.UnaryServerInfo{ - Server: srv, - FullMethod: "/api.v1.beta1.EarlyStopping/GetEarlyStoppingRules", - } - handler := func(ctx context.Context, req interface{}) (interface{}, error) { - return srv.(EarlyStoppingServer).GetEarlyStoppingRules(ctx, req.(*GetEarlyStoppingRulesRequest)) - } - return interceptor(ctx, in, info, handler) + return nil +} + +// * +// List of ParameterAssignment +type TrialSpec_ParameterAssignments struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + Assignments []*ParameterAssignment `protobuf:"bytes,1,rep,name=assignments,proto3" json:"assignments,omitempty"` } -func _EarlyStopping_SetTrialStatus_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { - in := new(SetTrialStatusRequest) - if err := dec(in); err != nil { - return nil, err +func (x *TrialSpec_ParameterAssignments) Reset() { + *x = TrialSpec_ParameterAssignments{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[40] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) } - if interceptor == nil { - return srv.(EarlyStoppingServer).SetTrialStatus(ctx, in) +} + +func (x *TrialSpec_ParameterAssignments) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*TrialSpec_ParameterAssignments) ProtoMessage() {} + +func (x *TrialSpec_ParameterAssignments) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[40] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms } - info := &grpc.UnaryServerInfo{ - Server: srv, - FullMethod: "/api.v1.beta1.EarlyStopping/SetTrialStatus", + return mi.MessageOf(x) +} + +// Deprecated: Use TrialSpec_ParameterAssignments.ProtoReflect.Descriptor instead. +func (*TrialSpec_ParameterAssignments) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{13, 0} +} + +func (x *TrialSpec_ParameterAssignments) GetAssignments() []*ParameterAssignment { + if x != nil { + return x.Assignments } - handler := func(ctx context.Context, req interface{}) (interface{}, error) { - return srv.(EarlyStoppingServer).SetTrialStatus(ctx, req.(*SetTrialStatusRequest)) + return nil +} + +type GetSuggestionsReply_ParameterAssignments struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + Assignments []*ParameterAssignment `protobuf:"bytes,1,rep,name=assignments,proto3" json:"assignments,omitempty"` + // Optional field to override the trial name + TrialName string `protobuf:"bytes,2,opt,name=trial_name,json=trialName,proto3" json:"trial_name,omitempty"` + // Optional field to add labels to the generated Trials + Labels map[string]string `protobuf:"bytes,3,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` +} + +func (x *GetSuggestionsReply_ParameterAssignments) Reset() { + *x = GetSuggestionsReply_ParameterAssignments{} + if protoimpl.UnsafeEnabled { + mi := &file_api_proto_msgTypes[42] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) } - return interceptor(ctx, in, info, handler) } -func _EarlyStopping_ValidateEarlyStoppingSettings_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { - in := new(ValidateEarlyStoppingSettingsRequest) - if err := dec(in); err != nil { - return nil, err +func (x *GetSuggestionsReply_ParameterAssignments) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*GetSuggestionsReply_ParameterAssignments) ProtoMessage() {} + +func (x *GetSuggestionsReply_ParameterAssignments) ProtoReflect() protoreflect.Message { + mi := &file_api_proto_msgTypes[42] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms } - if interceptor == nil { - return srv.(EarlyStoppingServer).ValidateEarlyStoppingSettings(ctx, in) + return mi.MessageOf(x) +} + +// Deprecated: Use GetSuggestionsReply_ParameterAssignments.ProtoReflect.Descriptor instead. +func (*GetSuggestionsReply_ParameterAssignments) Descriptor() ([]byte, []int) { + return file_api_proto_rawDescGZIP(), []int{27, 0} +} + +func (x *GetSuggestionsReply_ParameterAssignments) GetAssignments() []*ParameterAssignment { + if x != nil { + return x.Assignments } - info := &grpc.UnaryServerInfo{ - Server: srv, - FullMethod: "/api.v1.beta1.EarlyStopping/ValidateEarlyStoppingSettings", + return nil +} + +func (x *GetSuggestionsReply_ParameterAssignments) GetTrialName() string { + if x != nil { + return x.TrialName } - handler := func(ctx context.Context, req interface{}) (interface{}, error) { - return srv.(EarlyStoppingServer).ValidateEarlyStoppingSettings(ctx, req.(*ValidateEarlyStoppingSettingsRequest)) + return "" +} + +func (x *GetSuggestionsReply_ParameterAssignments) GetLabels() map[string]string { + if x != nil { + return x.Labels } - return interceptor(ctx, in, info, handler) + return nil } -var _EarlyStopping_serviceDesc = grpc.ServiceDesc{ - ServiceName: "api.v1.beta1.EarlyStopping", - HandlerType: (*EarlyStoppingServer)(nil), - Methods: []grpc.MethodDesc{ - { - MethodName: "GetEarlyStoppingRules", - Handler: _EarlyStopping_GetEarlyStoppingRules_Handler, - }, - { - MethodName: "SetTrialStatus", - Handler: _EarlyStopping_SetTrialStatus_Handler, - }, - { - MethodName: "ValidateEarlyStoppingSettings", - Handler: _EarlyStopping_ValidateEarlyStoppingSettings_Handler, +var File_api_proto protoreflect.FileDescriptor + +var file_api_proto_rawDesc = []byte{ + 0x0a, 0x09, 0x61, 0x70, 0x69, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x12, 0x0c, 0x61, 0x70, 0x69, + 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x22, 0x52, 0x0a, 0x0a, 0x45, 0x78, 0x70, + 0x65, 0x72, 0x69, 0x6d, 0x65, 0x6e, 0x74, 0x12, 0x12, 0x0a, 0x04, 0x6e, 0x61, 0x6d, 0x65, 0x18, + 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x04, 0x6e, 0x61, 0x6d, 0x65, 0x12, 0x30, 0x0a, 0x04, 0x73, + 0x70, 0x65, 0x63, 0x18, 0x02, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x1c, 0x2e, 0x61, 0x70, 0x69, 0x2e, + 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x45, 0x78, 0x70, 0x65, 0x72, 0x69, 0x6d, + 0x65, 0x6e, 0x74, 0x53, 0x70, 0x65, 0x63, 0x52, 0x04, 0x73, 0x70, 0x65, 0x63, 0x22, 0x85, 0x04, + 0x0a, 0x0e, 0x45, 0x78, 0x70, 0x65, 0x72, 0x69, 0x6d, 0x65, 0x6e, 0x74, 0x53, 0x70, 0x65, 0x63, + 0x12, 0x54, 0x0a, 0x0f, 0x70, 0x61, 0x72, 0x61, 0x6d, 0x65, 0x74, 0x65, 0x72, 0x5f, 0x73, 0x70, + 0x65, 0x63, 0x73, 0x18, 0x01, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x2b, 0x2e, 0x61, 0x70, 0x69, 0x2e, + 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x45, 0x78, 0x70, 0x65, 0x72, 0x69, 0x6d, + 0x65, 0x6e, 0x74, 0x53, 0x70, 0x65, 0x63, 0x2e, 0x50, 0x61, 0x72, 0x61, 0x6d, 0x65, 0x74, 0x65, + 0x72, 0x53, 0x70, 0x65, 0x63, 0x73, 0x52, 0x0e, 0x70, 0x61, 0x72, 0x61, 0x6d, 0x65, 0x74, 0x65, + 0x72, 0x53, 0x70, 0x65, 0x63, 0x73, 0x12, 0x39, 0x0a, 0x09, 0x6f, 0x62, 0x6a, 0x65, 0x63, 0x74, + 0x69, 0x76, 0x65, 0x18, 0x02, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x1b, 0x2e, 0x61, 0x70, 0x69, 0x2e, + 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x4f, 0x62, 0x6a, 0x65, 0x63, 0x74, 0x69, + 0x76, 0x65, 0x53, 0x70, 0x65, 0x63, 0x52, 0x09, 0x6f, 0x62, 0x6a, 0x65, 0x63, 0x74, 0x69, 0x76, + 0x65, 0x12, 0x39, 0x0a, 0x09, 0x61, 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, 0x68, 0x6d, 0x18, 0x03, + 0x20, 0x01, 0x28, 0x0b, 0x32, 0x1b, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, + 0x74, 0x61, 0x31, 0x2e, 0x41, 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, 0x68, 0x6d, 0x53, 0x70, 0x65, + 0x63, 0x52, 0x09, 0x61, 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, 0x68, 0x6d, 0x12, 0x46, 0x0a, 0x0e, + 0x65, 0x61, 0x72, 0x6c, 0x79, 0x5f, 0x73, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x18, 0x04, + 0x20, 0x01, 0x28, 0x0b, 0x32, 0x1f, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, + 0x74, 0x61, 0x31, 0x2e, 0x45, 0x61, 0x72, 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, + 0x67, 0x53, 0x70, 0x65, 0x63, 0x52, 0x0d, 0x65, 0x61, 0x72, 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, + 0x70, 0x69, 0x6e, 0x67, 0x12, 0x30, 0x0a, 0x14, 0x70, 0x61, 0x72, 0x61, 0x6c, 0x6c, 0x65, 0x6c, + 0x5f, 0x74, 0x72, 0x69, 0x61, 0x6c, 0x5f, 0x63, 0x6f, 0x75, 0x6e, 0x74, 0x18, 0x05, 0x20, 0x01, + 0x28, 0x05, 0x52, 0x12, 0x70, 0x61, 0x72, 0x61, 0x6c, 0x6c, 0x65, 0x6c, 0x54, 0x72, 0x69, 0x61, + 0x6c, 0x43, 0x6f, 0x75, 0x6e, 0x74, 0x12, 0x26, 0x0a, 0x0f, 0x6d, 0x61, 0x78, 0x5f, 0x74, 0x72, + 0x69, 0x61, 0x6c, 0x5f, 0x63, 0x6f, 0x75, 0x6e, 0x74, 0x18, 0x06, 0x20, 0x01, 0x28, 0x05, 0x52, + 0x0d, 0x6d, 0x61, 0x78, 0x54, 0x72, 0x69, 0x61, 0x6c, 0x43, 0x6f, 0x75, 0x6e, 0x74, 0x12, 0x36, + 0x0a, 0x0a, 0x6e, 0x61, 0x73, 0x5f, 0x63, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x18, 0x07, 0x20, 0x01, + 0x28, 0x0b, 0x32, 0x17, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, + 0x31, 0x2e, 0x4e, 0x61, 0x73, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x52, 0x09, 0x6e, 0x61, 0x73, + 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x1a, 0x4d, 0x0a, 0x0e, 0x50, 0x61, 0x72, 0x61, 0x6d, 0x65, + 0x74, 0x65, 0x72, 0x53, 0x70, 0x65, 0x63, 0x73, 0x12, 0x3b, 0x0a, 0x0a, 0x70, 0x61, 0x72, 0x61, + 0x6d, 0x65, 0x74, 0x65, 0x72, 0x73, 0x18, 0x01, 0x20, 0x03, 0x28, 0x0b, 0x32, 0x1b, 0x2e, 0x61, + 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x50, 0x61, 0x72, 0x61, + 0x6d, 0x65, 0x74, 0x65, 0x72, 0x53, 0x70, 0x65, 0x63, 0x52, 0x0a, 0x70, 0x61, 0x72, 0x61, 0x6d, + 0x65, 0x74, 0x65, 0x72, 0x73, 0x22, 0xab, 0x01, 0x0a, 0x0d, 0x50, 0x61, 0x72, 0x61, 0x6d, 0x65, + 0x74, 0x65, 0x72, 0x53, 0x70, 0x65, 0x63, 0x12, 0x12, 0x0a, 0x04, 0x6e, 0x61, 0x6d, 0x65, 0x18, + 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x04, 0x6e, 0x61, 0x6d, 0x65, 0x12, 0x42, 0x0a, 0x0e, 0x70, + 0x61, 0x72, 0x61, 0x6d, 0x65, 0x74, 0x65, 0x72, 0x5f, 0x74, 0x79, 0x70, 0x65, 0x18, 0x02, 0x20, + 0x01, 0x28, 0x0e, 0x32, 0x1b, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, + 0x61, 0x31, 0x2e, 0x50, 0x61, 0x72, 0x61, 0x6d, 0x65, 0x74, 0x65, 0x72, 0x54, 0x79, 0x70, 0x65, + 0x52, 0x0d, 0x70, 0x61, 0x72, 0x61, 0x6d, 0x65, 0x74, 0x65, 0x72, 0x54, 0x79, 0x70, 0x65, 0x12, + 0x42, 0x0a, 0x0e, 0x66, 0x65, 0x61, 0x73, 0x69, 0x62, 0x6c, 0x65, 0x5f, 0x73, 0x70, 0x61, 0x63, + 0x65, 0x18, 0x03, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x1b, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, + 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x46, 0x65, 0x61, 0x73, 0x69, 0x62, 0x6c, 0x65, 0x53, + 0x70, 0x61, 0x63, 0x65, 0x52, 0x0d, 0x66, 0x65, 0x61, 0x73, 0x69, 0x62, 0x6c, 0x65, 0x53, 0x70, + 0x61, 0x63, 0x65, 0x22, 0x5b, 0x0a, 0x0d, 0x46, 0x65, 0x61, 0x73, 0x69, 0x62, 0x6c, 0x65, 0x53, + 0x70, 0x61, 0x63, 0x65, 0x12, 0x10, 0x0a, 0x03, 0x6d, 0x61, 0x78, 0x18, 0x01, 0x20, 0x01, 0x28, + 0x09, 0x52, 0x03, 0x6d, 0x61, 0x78, 0x12, 0x10, 0x0a, 0x03, 0x6d, 0x69, 0x6e, 0x18, 0x02, 0x20, + 0x01, 0x28, 0x09, 0x52, 0x03, 0x6d, 0x69, 0x6e, 0x12, 0x12, 0x0a, 0x04, 0x6c, 0x69, 0x73, 0x74, + 0x18, 0x03, 0x20, 0x03, 0x28, 0x09, 0x52, 0x04, 0x6c, 0x69, 0x73, 0x74, 0x12, 0x12, 0x0a, 0x04, + 0x73, 0x74, 0x65, 0x70, 0x18, 0x04, 0x20, 0x01, 0x28, 0x09, 0x52, 0x04, 0x73, 0x74, 0x65, 0x70, + 0x22, 0xc0, 0x01, 0x0a, 0x0d, 0x4f, 0x62, 0x6a, 0x65, 0x63, 0x74, 0x69, 0x76, 0x65, 0x53, 0x70, + 0x65, 0x63, 0x12, 0x2f, 0x0a, 0x04, 0x74, 0x79, 0x70, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x0e, + 0x32, 0x1b, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, + 0x4f, 0x62, 0x6a, 0x65, 0x63, 0x74, 0x69, 0x76, 0x65, 0x54, 0x79, 0x70, 0x65, 0x52, 0x04, 0x74, + 0x79, 0x70, 0x65, 0x12, 0x12, 0x0a, 0x04, 0x67, 0x6f, 0x61, 0x6c, 0x18, 0x02, 0x20, 0x01, 0x28, + 0x01, 0x52, 0x04, 0x67, 0x6f, 0x61, 0x6c, 0x12, 0x32, 0x0a, 0x15, 0x6f, 0x62, 0x6a, 0x65, 0x63, + 0x74, 0x69, 0x76, 0x65, 0x5f, 0x6d, 0x65, 0x74, 0x72, 0x69, 0x63, 0x5f, 0x6e, 0x61, 0x6d, 0x65, + 0x18, 0x03, 0x20, 0x01, 0x28, 0x09, 0x52, 0x13, 0x6f, 0x62, 0x6a, 0x65, 0x63, 0x74, 0x69, 0x76, + 0x65, 0x4d, 0x65, 0x74, 0x72, 0x69, 0x63, 0x4e, 0x61, 0x6d, 0x65, 0x12, 0x36, 0x0a, 0x17, 0x61, + 0x64, 0x64, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x61, 0x6c, 0x5f, 0x6d, 0x65, 0x74, 0x72, 0x69, 0x63, + 0x5f, 0x6e, 0x61, 0x6d, 0x65, 0x73, 0x18, 0x04, 0x20, 0x03, 0x28, 0x09, 0x52, 0x15, 0x61, 0x64, + 0x64, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x61, 0x6c, 0x4d, 0x65, 0x74, 0x72, 0x69, 0x63, 0x4e, 0x61, + 0x6d, 0x65, 0x73, 0x22, 0x85, 0x01, 0x0a, 0x0d, 0x41, 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, 0x68, + 0x6d, 0x53, 0x70, 0x65, 0x63, 0x12, 0x25, 0x0a, 0x0e, 0x61, 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, + 0x68, 0x6d, 0x5f, 0x6e, 0x61, 0x6d, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x0d, 0x61, + 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, 0x68, 0x6d, 0x4e, 0x61, 0x6d, 0x65, 0x12, 0x4d, 0x0a, 0x12, + 0x61, 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, 0x68, 0x6d, 0x5f, 0x73, 0x65, 0x74, 0x74, 0x69, 0x6e, + 0x67, 0x73, 0x18, 0x02, 0x20, 0x03, 0x28, 0x0b, 0x32, 0x1e, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, + 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x41, 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, 0x68, + 0x6d, 0x53, 0x65, 0x74, 0x74, 0x69, 0x6e, 0x67, 0x52, 0x11, 0x61, 0x6c, 0x67, 0x6f, 0x72, 0x69, + 0x74, 0x68, 0x6d, 0x53, 0x65, 0x74, 0x74, 0x69, 0x6e, 0x67, 0x73, 0x22, 0x3c, 0x0a, 0x10, 0x41, + 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, 0x68, 0x6d, 0x53, 0x65, 0x74, 0x74, 0x69, 0x6e, 0x67, 0x12, + 0x12, 0x0a, 0x04, 0x6e, 0x61, 0x6d, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x04, 0x6e, + 0x61, 0x6d, 0x65, 0x12, 0x14, 0x0a, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x18, 0x02, 0x20, 0x01, + 0x28, 0x09, 0x52, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x22, 0x8d, 0x01, 0x0a, 0x11, 0x45, 0x61, + 0x72, 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x53, 0x70, 0x65, 0x63, 0x12, + 0x25, 0x0a, 0x0e, 0x61, 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, 0x68, 0x6d, 0x5f, 0x6e, 0x61, 0x6d, + 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x0d, 0x61, 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, + 0x68, 0x6d, 0x4e, 0x61, 0x6d, 0x65, 0x12, 0x51, 0x0a, 0x12, 0x61, 0x6c, 0x67, 0x6f, 0x72, 0x69, + 0x74, 0x68, 0x6d, 0x5f, 0x73, 0x65, 0x74, 0x74, 0x69, 0x6e, 0x67, 0x73, 0x18, 0x02, 0x20, 0x03, + 0x28, 0x0b, 0x32, 0x22, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, + 0x31, 0x2e, 0x45, 0x61, 0x72, 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x53, + 0x65, 0x74, 0x74, 0x69, 0x6e, 0x67, 0x52, 0x11, 0x61, 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, 0x68, + 0x6d, 0x53, 0x65, 0x74, 0x74, 0x69, 0x6e, 0x67, 0x73, 0x22, 0x40, 0x0a, 0x14, 0x45, 0x61, 0x72, + 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x53, 0x65, 0x74, 0x74, 0x69, 0x6e, + 0x67, 0x12, 0x12, 0x0a, 0x04, 0x6e, 0x61, 0x6d, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, + 0x04, 0x6e, 0x61, 0x6d, 0x65, 0x12, 0x14, 0x0a, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x18, 0x02, + 0x20, 0x01, 0x28, 0x09, 0x52, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x22, 0xd2, 0x01, 0x0a, 0x09, + 0x4e, 0x61, 0x73, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x12, 0x3c, 0x0a, 0x0c, 0x67, 0x72, 0x61, + 0x70, 0x68, 0x5f, 0x63, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x18, 0x01, 0x20, 0x01, 0x28, 0x0b, 0x32, + 0x19, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x47, + 0x72, 0x61, 0x70, 0x68, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x52, 0x0b, 0x67, 0x72, 0x61, 0x70, + 0x68, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x12, 0x42, 0x0a, 0x0a, 0x6f, 0x70, 0x65, 0x72, 0x61, + 0x74, 0x69, 0x6f, 0x6e, 0x73, 0x18, 0x02, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x22, 0x2e, 0x61, 0x70, + 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x4e, 0x61, 0x73, 0x43, 0x6f, + 0x6e, 0x66, 0x69, 0x67, 0x2e, 0x4f, 0x70, 0x65, 0x72, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x73, 0x52, + 0x0a, 0x6f, 0x70, 0x65, 0x72, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x73, 0x1a, 0x43, 0x0a, 0x0a, 0x4f, + 0x70, 0x65, 0x72, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x73, 0x12, 0x35, 0x0a, 0x09, 0x6f, 0x70, 0x65, + 0x72, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x18, 0x01, 0x20, 0x03, 0x28, 0x0b, 0x32, 0x17, 0x2e, 0x61, + 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x4f, 0x70, 0x65, 0x72, + 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x09, 0x6f, 0x70, 0x65, 0x72, 0x61, 0x74, 0x69, 0x6f, 0x6e, + 0x22, 0x70, 0x0a, 0x0b, 0x47, 0x72, 0x61, 0x70, 0x68, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x12, + 0x1d, 0x0a, 0x0a, 0x6e, 0x75, 0x6d, 0x5f, 0x6c, 0x61, 0x79, 0x65, 0x72, 0x73, 0x18, 0x01, 0x20, + 0x01, 0x28, 0x05, 0x52, 0x09, 0x6e, 0x75, 0x6d, 0x4c, 0x61, 0x79, 0x65, 0x72, 0x73, 0x12, 0x1f, + 0x0a, 0x0b, 0x69, 0x6e, 0x70, 0x75, 0x74, 0x5f, 0x73, 0x69, 0x7a, 0x65, 0x73, 0x18, 0x02, 0x20, + 0x03, 0x28, 0x05, 0x52, 0x0a, 0x69, 0x6e, 0x70, 0x75, 0x74, 0x53, 0x69, 0x7a, 0x65, 0x73, 0x12, + 0x21, 0x0a, 0x0c, 0x6f, 0x75, 0x74, 0x70, 0x75, 0x74, 0x5f, 0x73, 0x69, 0x7a, 0x65, 0x73, 0x18, + 0x03, 0x20, 0x03, 0x28, 0x05, 0x52, 0x0b, 0x6f, 0x75, 0x74, 0x70, 0x75, 0x74, 0x53, 0x69, 0x7a, + 0x65, 0x73, 0x22, 0xd2, 0x01, 0x0a, 0x09, 0x4f, 0x70, 0x65, 0x72, 0x61, 0x74, 0x69, 0x6f, 0x6e, + 0x12, 0x25, 0x0a, 0x0e, 0x6f, 0x70, 0x65, 0x72, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x5f, 0x74, 0x79, + 0x70, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x0d, 0x6f, 0x70, 0x65, 0x72, 0x61, 0x74, + 0x69, 0x6f, 0x6e, 0x54, 0x79, 0x70, 0x65, 0x12, 0x4f, 0x0a, 0x0f, 0x70, 0x61, 0x72, 0x61, 0x6d, + 0x65, 0x74, 0x65, 0x72, 0x5f, 0x73, 0x70, 0x65, 0x63, 0x73, 0x18, 0x02, 0x20, 0x01, 0x28, 0x0b, + 0x32, 0x26, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, + 0x4f, 0x70, 0x65, 0x72, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x2e, 0x50, 0x61, 0x72, 0x61, 0x6d, 0x65, + 0x74, 0x65, 0x72, 0x53, 0x70, 0x65, 0x63, 0x73, 0x52, 0x0e, 0x70, 0x61, 0x72, 0x61, 0x6d, 0x65, + 0x74, 0x65, 0x72, 0x53, 0x70, 0x65, 0x63, 0x73, 0x1a, 0x4d, 0x0a, 0x0e, 0x50, 0x61, 0x72, 0x61, + 0x6d, 0x65, 0x74, 0x65, 0x72, 0x53, 0x70, 0x65, 0x63, 0x73, 0x12, 0x3b, 0x0a, 0x0a, 0x70, 0x61, + 0x72, 0x61, 0x6d, 0x65, 0x74, 0x65, 0x72, 0x73, 0x18, 0x01, 0x20, 0x03, 0x28, 0x0b, 0x32, 0x1b, + 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x50, 0x61, + 0x72, 0x61, 0x6d, 0x65, 0x74, 0x65, 0x72, 0x53, 0x70, 0x65, 0x63, 0x52, 0x0a, 0x70, 0x61, 0x72, + 0x61, 0x6d, 0x65, 0x74, 0x65, 0x72, 0x73, 0x22, 0x7b, 0x0a, 0x05, 0x54, 0x72, 0x69, 0x61, 0x6c, + 0x12, 0x12, 0x0a, 0x04, 0x6e, 0x61, 0x6d, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x04, + 0x6e, 0x61, 0x6d, 0x65, 0x12, 0x2b, 0x0a, 0x04, 0x73, 0x70, 0x65, 0x63, 0x18, 0x02, 0x20, 0x01, + 0x28, 0x0b, 0x32, 0x17, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, + 0x31, 0x2e, 0x54, 0x72, 0x69, 0x61, 0x6c, 0x53, 0x70, 0x65, 0x63, 0x52, 0x04, 0x73, 0x70, 0x65, + 0x63, 0x12, 0x31, 0x0a, 0x06, 0x73, 0x74, 0x61, 0x74, 0x75, 0x73, 0x18, 0x03, 0x20, 0x01, 0x28, + 0x0b, 0x32, 0x19, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, + 0x2e, 0x54, 0x72, 0x69, 0x61, 0x6c, 0x53, 0x74, 0x61, 0x74, 0x75, 0x73, 0x52, 0x06, 0x73, 0x74, + 0x61, 0x74, 0x75, 0x73, 0x22, 0xfe, 0x02, 0x0a, 0x09, 0x54, 0x72, 0x69, 0x61, 0x6c, 0x53, 0x70, + 0x65, 0x63, 0x12, 0x39, 0x0a, 0x09, 0x6f, 0x62, 0x6a, 0x65, 0x63, 0x74, 0x69, 0x76, 0x65, 0x18, + 0x02, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x1b, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, + 0x65, 0x74, 0x61, 0x31, 0x2e, 0x4f, 0x62, 0x6a, 0x65, 0x63, 0x74, 0x69, 0x76, 0x65, 0x53, 0x70, + 0x65, 0x63, 0x52, 0x09, 0x6f, 0x62, 0x6a, 0x65, 0x63, 0x74, 0x69, 0x76, 0x65, 0x12, 0x61, 0x0a, + 0x15, 0x70, 0x61, 0x72, 0x61, 0x6d, 0x65, 0x74, 0x65, 0x72, 0x5f, 0x61, 0x73, 0x73, 0x69, 0x67, + 0x6e, 0x6d, 0x65, 0x6e, 0x74, 0x73, 0x18, 0x03, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x2c, 0x2e, 0x61, + 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x54, 0x72, 0x69, 0x61, + 0x6c, 0x53, 0x70, 0x65, 0x63, 0x2e, 0x50, 0x61, 0x72, 0x61, 0x6d, 0x65, 0x74, 0x65, 0x72, 0x41, + 0x73, 0x73, 0x69, 0x67, 0x6e, 0x6d, 0x65, 0x6e, 0x74, 0x73, 0x52, 0x14, 0x70, 0x61, 0x72, 0x61, + 0x6d, 0x65, 0x74, 0x65, 0x72, 0x41, 0x73, 0x73, 0x69, 0x67, 0x6e, 0x6d, 0x65, 0x6e, 0x74, 0x73, + 0x12, 0x3b, 0x0a, 0x06, 0x6c, 0x61, 0x62, 0x65, 0x6c, 0x73, 0x18, 0x04, 0x20, 0x03, 0x28, 0x0b, + 0x32, 0x23, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, + 0x54, 0x72, 0x69, 0x61, 0x6c, 0x53, 0x70, 0x65, 0x63, 0x2e, 0x4c, 0x61, 0x62, 0x65, 0x6c, 0x73, + 0x45, 0x6e, 0x74, 0x72, 0x79, 0x52, 0x06, 0x6c, 0x61, 0x62, 0x65, 0x6c, 0x73, 0x1a, 0x5b, 0x0a, + 0x14, 0x50, 0x61, 0x72, 0x61, 0x6d, 0x65, 0x74, 0x65, 0x72, 0x41, 0x73, 0x73, 0x69, 0x67, 0x6e, + 0x6d, 0x65, 0x6e, 0x74, 0x73, 0x12, 0x43, 0x0a, 0x0b, 0x61, 0x73, 0x73, 0x69, 0x67, 0x6e, 0x6d, + 0x65, 0x6e, 0x74, 0x73, 0x18, 0x01, 0x20, 0x03, 0x28, 0x0b, 0x32, 0x21, 0x2e, 0x61, 0x70, 0x69, + 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x50, 0x61, 0x72, 0x61, 0x6d, 0x65, + 0x74, 0x65, 0x72, 0x41, 0x73, 0x73, 0x69, 0x67, 0x6e, 0x6d, 0x65, 0x6e, 0x74, 0x52, 0x0b, 0x61, + 0x73, 0x73, 0x69, 0x67, 0x6e, 0x6d, 0x65, 0x6e, 0x74, 0x73, 0x1a, 0x39, 0x0a, 0x0b, 0x4c, 0x61, + 0x62, 0x65, 0x6c, 0x73, 0x45, 0x6e, 0x74, 0x72, 0x79, 0x12, 0x10, 0x0a, 0x03, 0x6b, 0x65, 0x79, + 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x03, 0x6b, 0x65, 0x79, 0x12, 0x14, 0x0a, 0x05, 0x76, + 0x61, 0x6c, 0x75, 0x65, 0x18, 0x02, 0x20, 0x01, 0x28, 0x09, 0x52, 0x05, 0x76, 0x61, 0x6c, 0x75, + 0x65, 0x3a, 0x02, 0x38, 0x01, 0x22, 0x3f, 0x0a, 0x13, 0x50, 0x61, 0x72, 0x61, 0x6d, 0x65, 0x74, + 0x65, 0x72, 0x41, 0x73, 0x73, 0x69, 0x67, 0x6e, 0x6d, 0x65, 0x6e, 0x74, 0x12, 0x12, 0x0a, 0x04, + 0x6e, 0x61, 0x6d, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x04, 0x6e, 0x61, 0x6d, 0x65, + 0x12, 0x14, 0x0a, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x18, 0x02, 0x20, 0x01, 0x28, 0x09, 0x52, + 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x22, 0xed, 0x02, 0x0a, 0x0b, 0x54, 0x72, 0x69, 0x61, 0x6c, + 0x53, 0x74, 0x61, 0x74, 0x75, 0x73, 0x12, 0x1d, 0x0a, 0x0a, 0x73, 0x74, 0x61, 0x72, 0x74, 0x5f, + 0x74, 0x69, 0x6d, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x09, 0x73, 0x74, 0x61, 0x72, + 0x74, 0x54, 0x69, 0x6d, 0x65, 0x12, 0x27, 0x0a, 0x0f, 0x63, 0x6f, 0x6d, 0x70, 0x6c, 0x65, 0x74, + 0x69, 0x6f, 0x6e, 0x5f, 0x74, 0x69, 0x6d, 0x65, 0x18, 0x02, 0x20, 0x01, 0x28, 0x09, 0x52, 0x0e, + 0x63, 0x6f, 0x6d, 0x70, 0x6c, 0x65, 0x74, 0x69, 0x6f, 0x6e, 0x54, 0x69, 0x6d, 0x65, 0x12, 0x4a, + 0x0a, 0x09, 0x63, 0x6f, 0x6e, 0x64, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x18, 0x03, 0x20, 0x01, 0x28, + 0x0e, 0x32, 0x2c, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, + 0x2e, 0x54, 0x72, 0x69, 0x61, 0x6c, 0x53, 0x74, 0x61, 0x74, 0x75, 0x73, 0x2e, 0x54, 0x72, 0x69, + 0x61, 0x6c, 0x43, 0x6f, 0x6e, 0x64, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x54, 0x79, 0x70, 0x65, 0x52, + 0x09, 0x63, 0x6f, 0x6e, 0x64, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x12, 0x3b, 0x0a, 0x0b, 0x6f, 0x62, + 0x73, 0x65, 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x18, 0x04, 0x20, 0x01, 0x28, 0x0b, 0x32, + 0x19, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x4f, + 0x62, 0x73, 0x65, 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x0b, 0x6f, 0x62, 0x73, 0x65, + 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x22, 0x8c, 0x01, 0x0a, 0x12, 0x54, 0x72, 0x69, 0x61, + 0x6c, 0x43, 0x6f, 0x6e, 0x64, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x54, 0x79, 0x70, 0x65, 0x12, 0x0b, + 0x0a, 0x07, 0x43, 0x52, 0x45, 0x41, 0x54, 0x45, 0x44, 0x10, 0x00, 0x12, 0x0b, 0x0a, 0x07, 0x52, + 0x55, 0x4e, 0x4e, 0x49, 0x4e, 0x47, 0x10, 0x01, 0x12, 0x0d, 0x0a, 0x09, 0x53, 0x55, 0x43, 0x43, + 0x45, 0x45, 0x44, 0x45, 0x44, 0x10, 0x02, 0x12, 0x0a, 0x0a, 0x06, 0x4b, 0x49, 0x4c, 0x4c, 0x45, + 0x44, 0x10, 0x03, 0x12, 0x0a, 0x0a, 0x06, 0x46, 0x41, 0x49, 0x4c, 0x45, 0x44, 0x10, 0x04, 0x12, + 0x16, 0x0a, 0x12, 0x4d, 0x45, 0x54, 0x52, 0x49, 0x43, 0x53, 0x55, 0x4e, 0x41, 0x56, 0x41, 0x49, + 0x4c, 0x41, 0x42, 0x4c, 0x45, 0x10, 0x05, 0x12, 0x10, 0x0a, 0x0c, 0x45, 0x41, 0x52, 0x4c, 0x59, + 0x53, 0x54, 0x4f, 0x50, 0x50, 0x45, 0x44, 0x10, 0x06, 0x12, 0x0b, 0x0a, 0x07, 0x55, 0x4e, 0x4b, + 0x4e, 0x4f, 0x57, 0x4e, 0x10, 0x07, 0x22, 0x3d, 0x0a, 0x0b, 0x4f, 0x62, 0x73, 0x65, 0x72, 0x76, + 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x12, 0x2e, 0x0a, 0x07, 0x6d, 0x65, 0x74, 0x72, 0x69, 0x63, 0x73, + 0x18, 0x01, 0x20, 0x03, 0x28, 0x0b, 0x32, 0x14, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, + 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x4d, 0x65, 0x74, 0x72, 0x69, 0x63, 0x52, 0x07, 0x6d, 0x65, + 0x74, 0x72, 0x69, 0x63, 0x73, 0x22, 0x32, 0x0a, 0x06, 0x4d, 0x65, 0x74, 0x72, 0x69, 0x63, 0x12, + 0x12, 0x0a, 0x04, 0x6e, 0x61, 0x6d, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x04, 0x6e, + 0x61, 0x6d, 0x65, 0x12, 0x14, 0x0a, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x18, 0x02, 0x20, 0x01, + 0x28, 0x09, 0x52, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x22, 0x83, 0x01, 0x0a, 0x1b, 0x52, 0x65, + 0x70, 0x6f, 0x72, 0x74, 0x4f, 0x62, 0x73, 0x65, 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x4c, + 0x6f, 0x67, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x12, 0x1d, 0x0a, 0x0a, 0x74, 0x72, 0x69, + 0x61, 0x6c, 0x5f, 0x6e, 0x61, 0x6d, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x09, 0x74, + 0x72, 0x69, 0x61, 0x6c, 0x4e, 0x61, 0x6d, 0x65, 0x12, 0x45, 0x0a, 0x0f, 0x6f, 0x62, 0x73, 0x65, + 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x5f, 0x6c, 0x6f, 0x67, 0x18, 0x02, 0x20, 0x01, 0x28, + 0x0b, 0x32, 0x1c, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, + 0x2e, 0x4f, 0x62, 0x73, 0x65, 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x4c, 0x6f, 0x67, 0x52, + 0x0e, 0x6f, 0x62, 0x73, 0x65, 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x4c, 0x6f, 0x67, 0x22, + 0x1b, 0x0a, 0x19, 0x52, 0x65, 0x70, 0x6f, 0x72, 0x74, 0x4f, 0x62, 0x73, 0x65, 0x72, 0x76, 0x61, + 0x74, 0x69, 0x6f, 0x6e, 0x4c, 0x6f, 0x67, 0x52, 0x65, 0x70, 0x6c, 0x79, 0x22, 0x4a, 0x0a, 0x0e, + 0x4f, 0x62, 0x73, 0x65, 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x4c, 0x6f, 0x67, 0x12, 0x38, + 0x0a, 0x0b, 0x6d, 0x65, 0x74, 0x72, 0x69, 0x63, 0x5f, 0x6c, 0x6f, 0x67, 0x73, 0x18, 0x01, 0x20, + 0x03, 0x28, 0x0b, 0x32, 0x17, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, + 0x61, 0x31, 0x2e, 0x4d, 0x65, 0x74, 0x72, 0x69, 0x63, 0x4c, 0x6f, 0x67, 0x52, 0x0a, 0x6d, 0x65, + 0x74, 0x72, 0x69, 0x63, 0x4c, 0x6f, 0x67, 0x73, 0x22, 0x58, 0x0a, 0x09, 0x4d, 0x65, 0x74, 0x72, + 0x69, 0x63, 0x4c, 0x6f, 0x67, 0x12, 0x1d, 0x0a, 0x0a, 0x74, 0x69, 0x6d, 0x65, 0x5f, 0x73, 0x74, + 0x61, 0x6d, 0x70, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x09, 0x74, 0x69, 0x6d, 0x65, 0x53, + 0x74, 0x61, 0x6d, 0x70, 0x12, 0x2c, 0x0a, 0x06, 0x6d, 0x65, 0x74, 0x72, 0x69, 0x63, 0x18, 0x02, + 0x20, 0x01, 0x28, 0x0b, 0x32, 0x14, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, + 0x74, 0x61, 0x31, 0x2e, 0x4d, 0x65, 0x74, 0x72, 0x69, 0x63, 0x52, 0x06, 0x6d, 0x65, 0x74, 0x72, + 0x69, 0x63, 0x22, 0x94, 0x01, 0x0a, 0x18, 0x47, 0x65, 0x74, 0x4f, 0x62, 0x73, 0x65, 0x72, 0x76, + 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x4c, 0x6f, 0x67, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x12, + 0x1d, 0x0a, 0x0a, 0x74, 0x72, 0x69, 0x61, 0x6c, 0x5f, 0x6e, 0x61, 0x6d, 0x65, 0x18, 0x01, 0x20, + 0x01, 0x28, 0x09, 0x52, 0x09, 0x74, 0x72, 0x69, 0x61, 0x6c, 0x4e, 0x61, 0x6d, 0x65, 0x12, 0x1f, + 0x0a, 0x0b, 0x6d, 0x65, 0x74, 0x72, 0x69, 0x63, 0x5f, 0x6e, 0x61, 0x6d, 0x65, 0x18, 0x02, 0x20, + 0x01, 0x28, 0x09, 0x52, 0x0a, 0x6d, 0x65, 0x74, 0x72, 0x69, 0x63, 0x4e, 0x61, 0x6d, 0x65, 0x12, + 0x1d, 0x0a, 0x0a, 0x73, 0x74, 0x61, 0x72, 0x74, 0x5f, 0x74, 0x69, 0x6d, 0x65, 0x18, 0x03, 0x20, + 0x01, 0x28, 0x09, 0x52, 0x09, 0x73, 0x74, 0x61, 0x72, 0x74, 0x54, 0x69, 0x6d, 0x65, 0x12, 0x19, + 0x0a, 0x08, 0x65, 0x6e, 0x64, 0x5f, 0x74, 0x69, 0x6d, 0x65, 0x18, 0x04, 0x20, 0x01, 0x28, 0x09, + 0x52, 0x07, 0x65, 0x6e, 0x64, 0x54, 0x69, 0x6d, 0x65, 0x22, 0x5f, 0x0a, 0x16, 0x47, 0x65, 0x74, + 0x4f, 0x62, 0x73, 0x65, 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x4c, 0x6f, 0x67, 0x52, 0x65, + 0x70, 0x6c, 0x79, 0x12, 0x45, 0x0a, 0x0f, 0x6f, 0x62, 0x73, 0x65, 0x72, 0x76, 0x61, 0x74, 0x69, + 0x6f, 0x6e, 0x5f, 0x6c, 0x6f, 0x67, 0x18, 0x01, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x1c, 0x2e, 0x61, + 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x4f, 0x62, 0x73, 0x65, + 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x4c, 0x6f, 0x67, 0x52, 0x0e, 0x6f, 0x62, 0x73, 0x65, + 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x4c, 0x6f, 0x67, 0x22, 0x3c, 0x0a, 0x1b, 0x44, 0x65, + 0x6c, 0x65, 0x74, 0x65, 0x4f, 0x62, 0x73, 0x65, 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x4c, + 0x6f, 0x67, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x12, 0x1d, 0x0a, 0x0a, 0x74, 0x72, 0x69, + 0x61, 0x6c, 0x5f, 0x6e, 0x61, 0x6d, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x09, 0x74, + 0x72, 0x69, 0x61, 0x6c, 0x4e, 0x61, 0x6d, 0x65, 0x22, 0x1b, 0x0a, 0x19, 0x44, 0x65, 0x6c, 0x65, + 0x74, 0x65, 0x4f, 0x62, 0x73, 0x65, 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x4c, 0x6f, 0x67, + 0x52, 0x65, 0x70, 0x6c, 0x79, 0x22, 0xe6, 0x01, 0x0a, 0x15, 0x47, 0x65, 0x74, 0x53, 0x75, 0x67, + 0x67, 0x65, 0x73, 0x74, 0x69, 0x6f, 0x6e, 0x73, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x12, + 0x38, 0x0a, 0x0a, 0x65, 0x78, 0x70, 0x65, 0x72, 0x69, 0x6d, 0x65, 0x6e, 0x74, 0x18, 0x01, 0x20, + 0x01, 0x28, 0x0b, 0x32, 0x18, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, + 0x61, 0x31, 0x2e, 0x45, 0x78, 0x70, 0x65, 0x72, 0x69, 0x6d, 0x65, 0x6e, 0x74, 0x52, 0x0a, 0x65, + 0x78, 0x70, 0x65, 0x72, 0x69, 0x6d, 0x65, 0x6e, 0x74, 0x12, 0x2b, 0x0a, 0x06, 0x74, 0x72, 0x69, + 0x61, 0x6c, 0x73, 0x18, 0x02, 0x20, 0x03, 0x28, 0x0b, 0x32, 0x13, 0x2e, 0x61, 0x70, 0x69, 0x2e, + 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x54, 0x72, 0x69, 0x61, 0x6c, 0x52, 0x06, + 0x74, 0x72, 0x69, 0x61, 0x6c, 0x73, 0x12, 0x34, 0x0a, 0x16, 0x63, 0x75, 0x72, 0x72, 0x65, 0x6e, + 0x74, 0x5f, 0x72, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x5f, 0x6e, 0x75, 0x6d, 0x62, 0x65, 0x72, + 0x18, 0x04, 0x20, 0x01, 0x28, 0x05, 0x52, 0x14, 0x63, 0x75, 0x72, 0x72, 0x65, 0x6e, 0x74, 0x52, + 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x4e, 0x75, 0x6d, 0x62, 0x65, 0x72, 0x12, 0x30, 0x0a, 0x14, + 0x74, 0x6f, 0x74, 0x61, 0x6c, 0x5f, 0x72, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x5f, 0x6e, 0x75, + 0x6d, 0x62, 0x65, 0x72, 0x18, 0x05, 0x20, 0x01, 0x28, 0x05, 0x52, 0x12, 0x74, 0x6f, 0x74, 0x61, + 0x6c, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x4e, 0x75, 0x6d, 0x62, 0x65, 0x72, 0x22, 0xa4, + 0x04, 0x0a, 0x13, 0x47, 0x65, 0x74, 0x53, 0x75, 0x67, 0x67, 0x65, 0x73, 0x74, 0x69, 0x6f, 0x6e, + 0x73, 0x52, 0x65, 0x70, 0x6c, 0x79, 0x12, 0x6b, 0x0a, 0x15, 0x70, 0x61, 0x72, 0x61, 0x6d, 0x65, + 0x74, 0x65, 0x72, 0x5f, 0x61, 0x73, 0x73, 0x69, 0x67, 0x6e, 0x6d, 0x65, 0x6e, 0x74, 0x73, 0x18, + 0x01, 0x20, 0x03, 0x28, 0x0b, 0x32, 0x36, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, + 0x65, 0x74, 0x61, 0x31, 0x2e, 0x47, 0x65, 0x74, 0x53, 0x75, 0x67, 0x67, 0x65, 0x73, 0x74, 0x69, + 0x6f, 0x6e, 0x73, 0x52, 0x65, 0x70, 0x6c, 0x79, 0x2e, 0x50, 0x61, 0x72, 0x61, 0x6d, 0x65, 0x74, + 0x65, 0x72, 0x41, 0x73, 0x73, 0x69, 0x67, 0x6e, 0x6d, 0x65, 0x6e, 0x74, 0x73, 0x52, 0x14, 0x70, + 0x61, 0x72, 0x61, 0x6d, 0x65, 0x74, 0x65, 0x72, 0x41, 0x73, 0x73, 0x69, 0x67, 0x6e, 0x6d, 0x65, + 0x6e, 0x74, 0x73, 0x12, 0x39, 0x0a, 0x09, 0x61, 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, 0x68, 0x6d, + 0x18, 0x02, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x1b, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, + 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x41, 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, 0x68, 0x6d, 0x53, + 0x70, 0x65, 0x63, 0x52, 0x09, 0x61, 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, 0x68, 0x6d, 0x12, 0x51, + 0x0a, 0x14, 0x65, 0x61, 0x72, 0x6c, 0x79, 0x5f, 0x73, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, + 0x5f, 0x72, 0x75, 0x6c, 0x65, 0x73, 0x18, 0x03, 0x20, 0x03, 0x28, 0x0b, 0x32, 0x1f, 0x2e, 0x61, + 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x45, 0x61, 0x72, 0x6c, + 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x52, 0x75, 0x6c, 0x65, 0x52, 0x12, 0x65, + 0x61, 0x72, 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x52, 0x75, 0x6c, 0x65, + 0x73, 0x1a, 0x91, 0x02, 0x0a, 0x14, 0x50, 0x61, 0x72, 0x61, 0x6d, 0x65, 0x74, 0x65, 0x72, 0x41, + 0x73, 0x73, 0x69, 0x67, 0x6e, 0x6d, 0x65, 0x6e, 0x74, 0x73, 0x12, 0x43, 0x0a, 0x0b, 0x61, 0x73, + 0x73, 0x69, 0x67, 0x6e, 0x6d, 0x65, 0x6e, 0x74, 0x73, 0x18, 0x01, 0x20, 0x03, 0x28, 0x0b, 0x32, + 0x21, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x50, + 0x61, 0x72, 0x61, 0x6d, 0x65, 0x74, 0x65, 0x72, 0x41, 0x73, 0x73, 0x69, 0x67, 0x6e, 0x6d, 0x65, + 0x6e, 0x74, 0x52, 0x0b, 0x61, 0x73, 0x73, 0x69, 0x67, 0x6e, 0x6d, 0x65, 0x6e, 0x74, 0x73, 0x12, + 0x1d, 0x0a, 0x0a, 0x74, 0x72, 0x69, 0x61, 0x6c, 0x5f, 0x6e, 0x61, 0x6d, 0x65, 0x18, 0x02, 0x20, + 0x01, 0x28, 0x09, 0x52, 0x09, 0x74, 0x72, 0x69, 0x61, 0x6c, 0x4e, 0x61, 0x6d, 0x65, 0x12, 0x5a, + 0x0a, 0x06, 0x6c, 0x61, 0x62, 0x65, 0x6c, 0x73, 0x18, 0x03, 0x20, 0x03, 0x28, 0x0b, 0x32, 0x42, + 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x47, 0x65, + 0x74, 0x53, 0x75, 0x67, 0x67, 0x65, 0x73, 0x74, 0x69, 0x6f, 0x6e, 0x73, 0x52, 0x65, 0x70, 0x6c, + 0x79, 0x2e, 0x50, 0x61, 0x72, 0x61, 0x6d, 0x65, 0x74, 0x65, 0x72, 0x41, 0x73, 0x73, 0x69, 0x67, + 0x6e, 0x6d, 0x65, 0x6e, 0x74, 0x73, 0x2e, 0x4c, 0x61, 0x62, 0x65, 0x6c, 0x73, 0x45, 0x6e, 0x74, + 0x72, 0x79, 0x52, 0x06, 0x6c, 0x61, 0x62, 0x65, 0x6c, 0x73, 0x1a, 0x39, 0x0a, 0x0b, 0x4c, 0x61, + 0x62, 0x65, 0x6c, 0x73, 0x45, 0x6e, 0x74, 0x72, 0x79, 0x12, 0x10, 0x0a, 0x03, 0x6b, 0x65, 0x79, + 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x03, 0x6b, 0x65, 0x79, 0x12, 0x14, 0x0a, 0x05, 0x76, + 0x61, 0x6c, 0x75, 0x65, 0x18, 0x02, 0x20, 0x01, 0x28, 0x09, 0x52, 0x05, 0x76, 0x61, 0x6c, 0x75, + 0x65, 0x3a, 0x02, 0x38, 0x01, 0x22, 0x5c, 0x0a, 0x20, 0x56, 0x61, 0x6c, 0x69, 0x64, 0x61, 0x74, + 0x65, 0x41, 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, 0x68, 0x6d, 0x53, 0x65, 0x74, 0x74, 0x69, 0x6e, + 0x67, 0x73, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x12, 0x38, 0x0a, 0x0a, 0x65, 0x78, 0x70, + 0x65, 0x72, 0x69, 0x6d, 0x65, 0x6e, 0x74, 0x18, 0x01, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x18, 0x2e, + 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x45, 0x78, 0x70, + 0x65, 0x72, 0x69, 0x6d, 0x65, 0x6e, 0x74, 0x52, 0x0a, 0x65, 0x78, 0x70, 0x65, 0x72, 0x69, 0x6d, + 0x65, 0x6e, 0x74, 0x22, 0x20, 0x0a, 0x1e, 0x56, 0x61, 0x6c, 0x69, 0x64, 0x61, 0x74, 0x65, 0x41, + 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, 0x68, 0x6d, 0x53, 0x65, 0x74, 0x74, 0x69, 0x6e, 0x67, 0x73, + 0x52, 0x65, 0x70, 0x6c, 0x79, 0x22, 0xb3, 0x01, 0x0a, 0x1c, 0x47, 0x65, 0x74, 0x45, 0x61, 0x72, + 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x52, 0x75, 0x6c, 0x65, 0x73, 0x52, + 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x12, 0x38, 0x0a, 0x0a, 0x65, 0x78, 0x70, 0x65, 0x72, 0x69, + 0x6d, 0x65, 0x6e, 0x74, 0x18, 0x01, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x18, 0x2e, 0x61, 0x70, 0x69, + 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x45, 0x78, 0x70, 0x65, 0x72, 0x69, + 0x6d, 0x65, 0x6e, 0x74, 0x52, 0x0a, 0x65, 0x78, 0x70, 0x65, 0x72, 0x69, 0x6d, 0x65, 0x6e, 0x74, + 0x12, 0x2b, 0x0a, 0x06, 0x74, 0x72, 0x69, 0x61, 0x6c, 0x73, 0x18, 0x02, 0x20, 0x03, 0x28, 0x0b, + 0x32, 0x13, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, + 0x54, 0x72, 0x69, 0x61, 0x6c, 0x52, 0x06, 0x74, 0x72, 0x69, 0x61, 0x6c, 0x73, 0x12, 0x2c, 0x0a, + 0x12, 0x64, 0x62, 0x5f, 0x6d, 0x61, 0x6e, 0x61, 0x67, 0x65, 0x72, 0x5f, 0x61, 0x64, 0x64, 0x72, + 0x65, 0x73, 0x73, 0x18, 0x03, 0x20, 0x01, 0x28, 0x09, 0x52, 0x10, 0x64, 0x62, 0x4d, 0x61, 0x6e, + 0x61, 0x67, 0x65, 0x72, 0x41, 0x64, 0x64, 0x72, 0x65, 0x73, 0x73, 0x22, 0x6f, 0x0a, 0x1a, 0x47, + 0x65, 0x74, 0x45, 0x61, 0x72, 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x52, + 0x75, 0x6c, 0x65, 0x73, 0x52, 0x65, 0x70, 0x6c, 0x79, 0x12, 0x51, 0x0a, 0x14, 0x65, 0x61, 0x72, + 0x6c, 0x79, 0x5f, 0x73, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x5f, 0x72, 0x75, 0x6c, 0x65, + 0x73, 0x18, 0x01, 0x20, 0x03, 0x28, 0x0b, 0x32, 0x1f, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, + 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x45, 0x61, 0x72, 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, + 0x70, 0x69, 0x6e, 0x67, 0x52, 0x75, 0x6c, 0x65, 0x52, 0x12, 0x65, 0x61, 0x72, 0x6c, 0x79, 0x53, + 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x52, 0x75, 0x6c, 0x65, 0x73, 0x22, 0x9a, 0x01, 0x0a, + 0x11, 0x45, 0x61, 0x72, 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x52, 0x75, + 0x6c, 0x65, 0x12, 0x12, 0x0a, 0x04, 0x6e, 0x61, 0x6d, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, + 0x52, 0x04, 0x6e, 0x61, 0x6d, 0x65, 0x12, 0x14, 0x0a, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x18, + 0x02, 0x20, 0x01, 0x28, 0x09, 0x52, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x12, 0x3c, 0x0a, 0x0a, + 0x63, 0x6f, 0x6d, 0x70, 0x61, 0x72, 0x69, 0x73, 0x6f, 0x6e, 0x18, 0x03, 0x20, 0x01, 0x28, 0x0e, + 0x32, 0x1c, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, + 0x43, 0x6f, 0x6d, 0x70, 0x61, 0x72, 0x69, 0x73, 0x6f, 0x6e, 0x54, 0x79, 0x70, 0x65, 0x52, 0x0a, + 0x63, 0x6f, 0x6d, 0x70, 0x61, 0x72, 0x69, 0x73, 0x6f, 0x6e, 0x12, 0x1d, 0x0a, 0x0a, 0x73, 0x74, + 0x61, 0x72, 0x74, 0x5f, 0x73, 0x74, 0x65, 0x70, 0x18, 0x04, 0x20, 0x01, 0x28, 0x05, 0x52, 0x09, + 0x73, 0x74, 0x61, 0x72, 0x74, 0x53, 0x74, 0x65, 0x70, 0x22, 0x6e, 0x0a, 0x24, 0x56, 0x61, 0x6c, + 0x69, 0x64, 0x61, 0x74, 0x65, 0x45, 0x61, 0x72, 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, 0x69, + 0x6e, 0x67, 0x53, 0x65, 0x74, 0x74, 0x69, 0x6e, 0x67, 0x73, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, + 0x74, 0x12, 0x46, 0x0a, 0x0e, 0x65, 0x61, 0x72, 0x6c, 0x79, 0x5f, 0x73, 0x74, 0x6f, 0x70, 0x70, + 0x69, 0x6e, 0x67, 0x18, 0x01, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x1f, 0x2e, 0x61, 0x70, 0x69, 0x2e, + 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x45, 0x61, 0x72, 0x6c, 0x79, 0x53, 0x74, + 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x53, 0x70, 0x65, 0x63, 0x52, 0x0d, 0x65, 0x61, 0x72, 0x6c, + 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x22, 0x24, 0x0a, 0x22, 0x56, 0x61, 0x6c, + 0x69, 0x64, 0x61, 0x74, 0x65, 0x45, 0x61, 0x72, 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, 0x69, + 0x6e, 0x67, 0x53, 0x65, 0x74, 0x74, 0x69, 0x6e, 0x67, 0x73, 0x52, 0x65, 0x70, 0x6c, 0x79, 0x22, + 0x36, 0x0a, 0x15, 0x53, 0x65, 0x74, 0x54, 0x72, 0x69, 0x61, 0x6c, 0x53, 0x74, 0x61, 0x74, 0x75, + 0x73, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x12, 0x1d, 0x0a, 0x0a, 0x74, 0x72, 0x69, 0x61, + 0x6c, 0x5f, 0x6e, 0x61, 0x6d, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x09, 0x74, 0x72, + 0x69, 0x61, 0x6c, 0x4e, 0x61, 0x6d, 0x65, 0x22, 0x15, 0x0a, 0x13, 0x53, 0x65, 0x74, 0x54, 0x72, + 0x69, 0x61, 0x6c, 0x53, 0x74, 0x61, 0x74, 0x75, 0x73, 0x52, 0x65, 0x70, 0x6c, 0x79, 0x2a, 0x55, + 0x0a, 0x0d, 0x50, 0x61, 0x72, 0x61, 0x6d, 0x65, 0x74, 0x65, 0x72, 0x54, 0x79, 0x70, 0x65, 0x12, + 0x10, 0x0a, 0x0c, 0x55, 0x4e, 0x4b, 0x4e, 0x4f, 0x57, 0x4e, 0x5f, 0x54, 0x59, 0x50, 0x45, 0x10, + 0x00, 0x12, 0x0a, 0x0a, 0x06, 0x44, 0x4f, 0x55, 0x42, 0x4c, 0x45, 0x10, 0x01, 0x12, 0x07, 0x0a, + 0x03, 0x49, 0x4e, 0x54, 0x10, 0x02, 0x12, 0x0c, 0x0a, 0x08, 0x44, 0x49, 0x53, 0x43, 0x52, 0x45, + 0x54, 0x45, 0x10, 0x03, 0x12, 0x0f, 0x0a, 0x0b, 0x43, 0x41, 0x54, 0x45, 0x47, 0x4f, 0x52, 0x49, + 0x43, 0x41, 0x4c, 0x10, 0x04, 0x2a, 0x38, 0x0a, 0x0d, 0x4f, 0x62, 0x6a, 0x65, 0x63, 0x74, 0x69, + 0x76, 0x65, 0x54, 0x79, 0x70, 0x65, 0x12, 0x0b, 0x0a, 0x07, 0x55, 0x4e, 0x4b, 0x4e, 0x4f, 0x57, + 0x4e, 0x10, 0x00, 0x12, 0x0c, 0x0a, 0x08, 0x4d, 0x49, 0x4e, 0x49, 0x4d, 0x49, 0x5a, 0x45, 0x10, + 0x01, 0x12, 0x0c, 0x0a, 0x08, 0x4d, 0x41, 0x58, 0x49, 0x4d, 0x49, 0x5a, 0x45, 0x10, 0x02, 0x2a, + 0x4a, 0x0a, 0x0e, 0x43, 0x6f, 0x6d, 0x70, 0x61, 0x72, 0x69, 0x73, 0x6f, 0x6e, 0x54, 0x79, 0x70, + 0x65, 0x12, 0x16, 0x0a, 0x12, 0x55, 0x4e, 0x4b, 0x4e, 0x4f, 0x57, 0x4e, 0x5f, 0x43, 0x4f, 0x4d, + 0x50, 0x41, 0x52, 0x49, 0x53, 0x4f, 0x4e, 0x10, 0x00, 0x12, 0x09, 0x0a, 0x05, 0x45, 0x51, 0x55, + 0x41, 0x4c, 0x10, 0x01, 0x12, 0x08, 0x0a, 0x04, 0x4c, 0x45, 0x53, 0x53, 0x10, 0x02, 0x12, 0x0b, + 0x0a, 0x07, 0x47, 0x52, 0x45, 0x41, 0x54, 0x45, 0x52, 0x10, 0x03, 0x32, 0xc6, 0x02, 0x0a, 0x09, + 0x44, 0x42, 0x4d, 0x61, 0x6e, 0x61, 0x67, 0x65, 0x72, 0x12, 0x6a, 0x0a, 0x14, 0x52, 0x65, 0x70, + 0x6f, 0x72, 0x74, 0x4f, 0x62, 0x73, 0x65, 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x4c, 0x6f, + 0x67, 0x12, 0x29, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, + 0x2e, 0x52, 0x65, 0x70, 0x6f, 0x72, 0x74, 0x4f, 0x62, 0x73, 0x65, 0x72, 0x76, 0x61, 0x74, 0x69, + 0x6f, 0x6e, 0x4c, 0x6f, 0x67, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x1a, 0x27, 0x2e, 0x61, + 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x52, 0x65, 0x70, 0x6f, + 0x72, 0x74, 0x4f, 0x62, 0x73, 0x65, 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x4c, 0x6f, 0x67, + 0x52, 0x65, 0x70, 0x6c, 0x79, 0x12, 0x61, 0x0a, 0x11, 0x47, 0x65, 0x74, 0x4f, 0x62, 0x73, 0x65, + 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x4c, 0x6f, 0x67, 0x12, 0x26, 0x2e, 0x61, 0x70, 0x69, + 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x47, 0x65, 0x74, 0x4f, 0x62, 0x73, + 0x65, 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x4c, 0x6f, 0x67, 0x52, 0x65, 0x71, 0x75, 0x65, + 0x73, 0x74, 0x1a, 0x24, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, + 0x31, 0x2e, 0x47, 0x65, 0x74, 0x4f, 0x62, 0x73, 0x65, 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, + 0x4c, 0x6f, 0x67, 0x52, 0x65, 0x70, 0x6c, 0x79, 0x12, 0x6a, 0x0a, 0x14, 0x44, 0x65, 0x6c, 0x65, + 0x74, 0x65, 0x4f, 0x62, 0x73, 0x65, 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x4c, 0x6f, 0x67, + 0x12, 0x29, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, + 0x44, 0x65, 0x6c, 0x65, 0x74, 0x65, 0x4f, 0x62, 0x73, 0x65, 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, + 0x6e, 0x4c, 0x6f, 0x67, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x1a, 0x27, 0x2e, 0x61, 0x70, + 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x44, 0x65, 0x6c, 0x65, 0x74, + 0x65, 0x4f, 0x62, 0x73, 0x65, 0x72, 0x76, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x4c, 0x6f, 0x67, 0x52, + 0x65, 0x70, 0x6c, 0x79, 0x32, 0xe1, 0x01, 0x0a, 0x0a, 0x53, 0x75, 0x67, 0x67, 0x65, 0x73, 0x74, + 0x69, 0x6f, 0x6e, 0x12, 0x58, 0x0a, 0x0e, 0x47, 0x65, 0x74, 0x53, 0x75, 0x67, 0x67, 0x65, 0x73, + 0x74, 0x69, 0x6f, 0x6e, 0x73, 0x12, 0x23, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, + 0x65, 0x74, 0x61, 0x31, 0x2e, 0x47, 0x65, 0x74, 0x53, 0x75, 0x67, 0x67, 0x65, 0x73, 0x74, 0x69, + 0x6f, 0x6e, 0x73, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x1a, 0x21, 0x2e, 0x61, 0x70, 0x69, + 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x47, 0x65, 0x74, 0x53, 0x75, 0x67, + 0x67, 0x65, 0x73, 0x74, 0x69, 0x6f, 0x6e, 0x73, 0x52, 0x65, 0x70, 0x6c, 0x79, 0x12, 0x79, 0x0a, + 0x19, 0x56, 0x61, 0x6c, 0x69, 0x64, 0x61, 0x74, 0x65, 0x41, 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, + 0x68, 0x6d, 0x53, 0x65, 0x74, 0x74, 0x69, 0x6e, 0x67, 0x73, 0x12, 0x2e, 0x2e, 0x61, 0x70, 0x69, + 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x56, 0x61, 0x6c, 0x69, 0x64, 0x61, + 0x74, 0x65, 0x41, 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, 0x68, 0x6d, 0x53, 0x65, 0x74, 0x74, 0x69, + 0x6e, 0x67, 0x73, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x1a, 0x2c, 0x2e, 0x61, 0x70, 0x69, + 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x56, 0x61, 0x6c, 0x69, 0x64, 0x61, + 0x74, 0x65, 0x41, 0x6c, 0x67, 0x6f, 0x72, 0x69, 0x74, 0x68, 0x6d, 0x53, 0x65, 0x74, 0x74, 0x69, + 0x6e, 0x67, 0x73, 0x52, 0x65, 0x70, 0x6c, 0x79, 0x32, 0xe0, 0x02, 0x0a, 0x0d, 0x45, 0x61, 0x72, + 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x12, 0x6d, 0x0a, 0x15, 0x47, 0x65, + 0x74, 0x45, 0x61, 0x72, 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x52, 0x75, + 0x6c, 0x65, 0x73, 0x12, 0x2a, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, + 0x61, 0x31, 0x2e, 0x47, 0x65, 0x74, 0x45, 0x61, 0x72, 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, + 0x69, 0x6e, 0x67, 0x52, 0x75, 0x6c, 0x65, 0x73, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x1a, + 0x28, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x47, + 0x65, 0x74, 0x45, 0x61, 0x72, 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x52, + 0x75, 0x6c, 0x65, 0x73, 0x52, 0x65, 0x70, 0x6c, 0x79, 0x12, 0x58, 0x0a, 0x0e, 0x53, 0x65, 0x74, + 0x54, 0x72, 0x69, 0x61, 0x6c, 0x53, 0x74, 0x61, 0x74, 0x75, 0x73, 0x12, 0x23, 0x2e, 0x61, 0x70, + 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x53, 0x65, 0x74, 0x54, 0x72, + 0x69, 0x61, 0x6c, 0x53, 0x74, 0x61, 0x74, 0x75, 0x73, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, + 0x1a, 0x21, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, + 0x53, 0x65, 0x74, 0x54, 0x72, 0x69, 0x61, 0x6c, 0x53, 0x74, 0x61, 0x74, 0x75, 0x73, 0x52, 0x65, + 0x70, 0x6c, 0x79, 0x12, 0x85, 0x01, 0x0a, 0x1d, 0x56, 0x61, 0x6c, 0x69, 0x64, 0x61, 0x74, 0x65, + 0x45, 0x61, 0x72, 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x53, 0x65, 0x74, + 0x74, 0x69, 0x6e, 0x67, 0x73, 0x12, 0x32, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x76, 0x31, 0x2e, 0x62, + 0x65, 0x74, 0x61, 0x31, 0x2e, 0x56, 0x61, 0x6c, 0x69, 0x64, 0x61, 0x74, 0x65, 0x45, 0x61, 0x72, + 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x53, 0x65, 0x74, 0x74, 0x69, 0x6e, + 0x67, 0x73, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x1a, 0x30, 0x2e, 0x61, 0x70, 0x69, 0x2e, + 0x76, 0x31, 0x2e, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x56, 0x61, 0x6c, 0x69, 0x64, 0x61, 0x74, + 0x65, 0x45, 0x61, 0x72, 0x6c, 0x79, 0x53, 0x74, 0x6f, 0x70, 0x70, 0x69, 0x6e, 0x67, 0x53, 0x65, + 0x74, 0x74, 0x69, 0x6e, 0x67, 0x73, 0x52, 0x65, 0x70, 0x6c, 0x79, 0x42, 0x41, 0x5a, 0x3f, 0x67, + 0x69, 0x74, 0x68, 0x75, 0x62, 0x2e, 0x63, 0x6f, 0x6d, 0x2f, 0x6b, 0x75, 0x62, 0x65, 0x66, 0x6c, + 0x6f, 0x77, 0x2f, 0x6b, 0x61, 0x74, 0x69, 0x62, 0x2f, 0x70, 0x6b, 0x67, 0x2f, 0x61, 0x70, 0x69, + 0x73, 0x2f, 0x6d, 0x61, 0x6e, 0x61, 0x67, 0x65, 0x72, 0x2f, 0x76, 0x31, 0x62, 0x65, 0x74, 0x61, + 0x31, 0x3b, 0x61, 0x70, 0x69, 0x5f, 0x76, 0x31, 0x5f, 0x62, 0x65, 0x74, 0x61, 0x31, 0x62, 0x06, + 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33, +} + +var ( + file_api_proto_rawDescOnce sync.Once + file_api_proto_rawDescData = file_api_proto_rawDesc +) + +func file_api_proto_rawDescGZIP() []byte { + file_api_proto_rawDescOnce.Do(func() { + file_api_proto_rawDescData = protoimpl.X.CompressGZIP(file_api_proto_rawDescData) + }) + return file_api_proto_rawDescData +} + +var file_api_proto_enumTypes = make([]protoimpl.EnumInfo, 4) +var file_api_proto_msgTypes = make([]protoimpl.MessageInfo, 44) +var file_api_proto_goTypes = []interface{}{ + (ParameterType)(0), // 0: api.v1.beta1.ParameterType + (ObjectiveType)(0), // 1: api.v1.beta1.ObjectiveType + (ComparisonType)(0), // 2: api.v1.beta1.ComparisonType + (TrialStatus_TrialConditionType)(0), // 3: api.v1.beta1.TrialStatus.TrialConditionType + (*Experiment)(nil), // 4: api.v1.beta1.Experiment + (*ExperimentSpec)(nil), // 5: api.v1.beta1.ExperimentSpec + (*ParameterSpec)(nil), // 6: api.v1.beta1.ParameterSpec + (*FeasibleSpace)(nil), // 7: api.v1.beta1.FeasibleSpace + (*ObjectiveSpec)(nil), // 8: api.v1.beta1.ObjectiveSpec + (*AlgorithmSpec)(nil), // 9: api.v1.beta1.AlgorithmSpec + (*AlgorithmSetting)(nil), // 10: api.v1.beta1.AlgorithmSetting + (*EarlyStoppingSpec)(nil), // 11: api.v1.beta1.EarlyStoppingSpec + (*EarlyStoppingSetting)(nil), // 12: api.v1.beta1.EarlyStoppingSetting + (*NasConfig)(nil), // 13: api.v1.beta1.NasConfig + (*GraphConfig)(nil), // 14: api.v1.beta1.GraphConfig + (*Operation)(nil), // 15: api.v1.beta1.Operation + (*Trial)(nil), // 16: api.v1.beta1.Trial + (*TrialSpec)(nil), // 17: api.v1.beta1.TrialSpec + (*ParameterAssignment)(nil), // 18: api.v1.beta1.ParameterAssignment + (*TrialStatus)(nil), // 19: api.v1.beta1.TrialStatus + (*Observation)(nil), // 20: api.v1.beta1.Observation + (*Metric)(nil), // 21: api.v1.beta1.Metric + (*ReportObservationLogRequest)(nil), // 22: api.v1.beta1.ReportObservationLogRequest + (*ReportObservationLogReply)(nil), // 23: api.v1.beta1.ReportObservationLogReply + (*ObservationLog)(nil), // 24: api.v1.beta1.ObservationLog + (*MetricLog)(nil), // 25: api.v1.beta1.MetricLog + (*GetObservationLogRequest)(nil), // 26: api.v1.beta1.GetObservationLogRequest + (*GetObservationLogReply)(nil), // 27: api.v1.beta1.GetObservationLogReply + (*DeleteObservationLogRequest)(nil), // 28: api.v1.beta1.DeleteObservationLogRequest + (*DeleteObservationLogReply)(nil), // 29: api.v1.beta1.DeleteObservationLogReply + (*GetSuggestionsRequest)(nil), // 30: api.v1.beta1.GetSuggestionsRequest + (*GetSuggestionsReply)(nil), // 31: api.v1.beta1.GetSuggestionsReply + (*ValidateAlgorithmSettingsRequest)(nil), // 32: api.v1.beta1.ValidateAlgorithmSettingsRequest + (*ValidateAlgorithmSettingsReply)(nil), // 33: api.v1.beta1.ValidateAlgorithmSettingsReply + (*GetEarlyStoppingRulesRequest)(nil), // 34: api.v1.beta1.GetEarlyStoppingRulesRequest + (*GetEarlyStoppingRulesReply)(nil), // 35: api.v1.beta1.GetEarlyStoppingRulesReply + (*EarlyStoppingRule)(nil), // 36: api.v1.beta1.EarlyStoppingRule + (*ValidateEarlyStoppingSettingsRequest)(nil), // 37: api.v1.beta1.ValidateEarlyStoppingSettingsRequest + (*ValidateEarlyStoppingSettingsReply)(nil), // 38: api.v1.beta1.ValidateEarlyStoppingSettingsReply + (*SetTrialStatusRequest)(nil), // 39: api.v1.beta1.SetTrialStatusRequest + (*SetTrialStatusReply)(nil), // 40: api.v1.beta1.SetTrialStatusReply + (*ExperimentSpec_ParameterSpecs)(nil), // 41: api.v1.beta1.ExperimentSpec.ParameterSpecs + (*NasConfig_Operations)(nil), // 42: api.v1.beta1.NasConfig.Operations + (*Operation_ParameterSpecs)(nil), // 43: api.v1.beta1.Operation.ParameterSpecs + (*TrialSpec_ParameterAssignments)(nil), // 44: api.v1.beta1.TrialSpec.ParameterAssignments + nil, // 45: api.v1.beta1.TrialSpec.LabelsEntry + (*GetSuggestionsReply_ParameterAssignments)(nil), // 46: api.v1.beta1.GetSuggestionsReply.ParameterAssignments + nil, // 47: api.v1.beta1.GetSuggestionsReply.ParameterAssignments.LabelsEntry +} +var file_api_proto_depIdxs = []int32{ + 5, // 0: api.v1.beta1.Experiment.spec:type_name -> api.v1.beta1.ExperimentSpec + 41, // 1: api.v1.beta1.ExperimentSpec.parameter_specs:type_name -> api.v1.beta1.ExperimentSpec.ParameterSpecs + 8, // 2: api.v1.beta1.ExperimentSpec.objective:type_name -> api.v1.beta1.ObjectiveSpec + 9, // 3: api.v1.beta1.ExperimentSpec.algorithm:type_name -> api.v1.beta1.AlgorithmSpec + 11, // 4: api.v1.beta1.ExperimentSpec.early_stopping:type_name -> api.v1.beta1.EarlyStoppingSpec + 13, // 5: api.v1.beta1.ExperimentSpec.nas_config:type_name -> api.v1.beta1.NasConfig + 0, // 6: api.v1.beta1.ParameterSpec.parameter_type:type_name -> api.v1.beta1.ParameterType + 7, // 7: api.v1.beta1.ParameterSpec.feasible_space:type_name -> api.v1.beta1.FeasibleSpace + 1, // 8: api.v1.beta1.ObjectiveSpec.type:type_name -> api.v1.beta1.ObjectiveType + 10, // 9: api.v1.beta1.AlgorithmSpec.algorithm_settings:type_name -> api.v1.beta1.AlgorithmSetting + 12, // 10: api.v1.beta1.EarlyStoppingSpec.algorithm_settings:type_name -> api.v1.beta1.EarlyStoppingSetting + 14, // 11: api.v1.beta1.NasConfig.graph_config:type_name -> api.v1.beta1.GraphConfig + 42, // 12: api.v1.beta1.NasConfig.operations:type_name -> api.v1.beta1.NasConfig.Operations + 43, // 13: api.v1.beta1.Operation.parameter_specs:type_name -> api.v1.beta1.Operation.ParameterSpecs + 17, // 14: api.v1.beta1.Trial.spec:type_name -> api.v1.beta1.TrialSpec + 19, // 15: api.v1.beta1.Trial.status:type_name -> api.v1.beta1.TrialStatus + 8, // 16: api.v1.beta1.TrialSpec.objective:type_name -> api.v1.beta1.ObjectiveSpec + 44, // 17: api.v1.beta1.TrialSpec.parameter_assignments:type_name -> api.v1.beta1.TrialSpec.ParameterAssignments + 45, // 18: api.v1.beta1.TrialSpec.labels:type_name -> api.v1.beta1.TrialSpec.LabelsEntry + 3, // 19: api.v1.beta1.TrialStatus.condition:type_name -> api.v1.beta1.TrialStatus.TrialConditionType + 20, // 20: api.v1.beta1.TrialStatus.observation:type_name -> api.v1.beta1.Observation + 21, // 21: api.v1.beta1.Observation.metrics:type_name -> api.v1.beta1.Metric + 24, // 22: api.v1.beta1.ReportObservationLogRequest.observation_log:type_name -> api.v1.beta1.ObservationLog + 25, // 23: api.v1.beta1.ObservationLog.metric_logs:type_name -> api.v1.beta1.MetricLog + 21, // 24: api.v1.beta1.MetricLog.metric:type_name -> api.v1.beta1.Metric + 24, // 25: api.v1.beta1.GetObservationLogReply.observation_log:type_name -> api.v1.beta1.ObservationLog + 4, // 26: api.v1.beta1.GetSuggestionsRequest.experiment:type_name -> api.v1.beta1.Experiment + 16, // 27: api.v1.beta1.GetSuggestionsRequest.trials:type_name -> api.v1.beta1.Trial + 46, // 28: api.v1.beta1.GetSuggestionsReply.parameter_assignments:type_name -> api.v1.beta1.GetSuggestionsReply.ParameterAssignments + 9, // 29: api.v1.beta1.GetSuggestionsReply.algorithm:type_name -> api.v1.beta1.AlgorithmSpec + 36, // 30: api.v1.beta1.GetSuggestionsReply.early_stopping_rules:type_name -> api.v1.beta1.EarlyStoppingRule + 4, // 31: api.v1.beta1.ValidateAlgorithmSettingsRequest.experiment:type_name -> api.v1.beta1.Experiment + 4, // 32: api.v1.beta1.GetEarlyStoppingRulesRequest.experiment:type_name -> api.v1.beta1.Experiment + 16, // 33: api.v1.beta1.GetEarlyStoppingRulesRequest.trials:type_name -> api.v1.beta1.Trial + 36, // 34: api.v1.beta1.GetEarlyStoppingRulesReply.early_stopping_rules:type_name -> api.v1.beta1.EarlyStoppingRule + 2, // 35: api.v1.beta1.EarlyStoppingRule.comparison:type_name -> api.v1.beta1.ComparisonType + 11, // 36: api.v1.beta1.ValidateEarlyStoppingSettingsRequest.early_stopping:type_name -> api.v1.beta1.EarlyStoppingSpec + 6, // 37: api.v1.beta1.ExperimentSpec.ParameterSpecs.parameters:type_name -> api.v1.beta1.ParameterSpec + 15, // 38: api.v1.beta1.NasConfig.Operations.operation:type_name -> api.v1.beta1.Operation + 6, // 39: api.v1.beta1.Operation.ParameterSpecs.parameters:type_name -> api.v1.beta1.ParameterSpec + 18, // 40: api.v1.beta1.TrialSpec.ParameterAssignments.assignments:type_name -> api.v1.beta1.ParameterAssignment + 18, // 41: api.v1.beta1.GetSuggestionsReply.ParameterAssignments.assignments:type_name -> api.v1.beta1.ParameterAssignment + 47, // 42: api.v1.beta1.GetSuggestionsReply.ParameterAssignments.labels:type_name -> api.v1.beta1.GetSuggestionsReply.ParameterAssignments.LabelsEntry + 22, // 43: api.v1.beta1.DBManager.ReportObservationLog:input_type -> api.v1.beta1.ReportObservationLogRequest + 26, // 44: api.v1.beta1.DBManager.GetObservationLog:input_type -> api.v1.beta1.GetObservationLogRequest + 28, // 45: api.v1.beta1.DBManager.DeleteObservationLog:input_type -> api.v1.beta1.DeleteObservationLogRequest + 30, // 46: api.v1.beta1.Suggestion.GetSuggestions:input_type -> api.v1.beta1.GetSuggestionsRequest + 32, // 47: api.v1.beta1.Suggestion.ValidateAlgorithmSettings:input_type -> api.v1.beta1.ValidateAlgorithmSettingsRequest + 34, // 48: api.v1.beta1.EarlyStopping.GetEarlyStoppingRules:input_type -> api.v1.beta1.GetEarlyStoppingRulesRequest + 39, // 49: api.v1.beta1.EarlyStopping.SetTrialStatus:input_type -> api.v1.beta1.SetTrialStatusRequest + 37, // 50: api.v1.beta1.EarlyStopping.ValidateEarlyStoppingSettings:input_type -> api.v1.beta1.ValidateEarlyStoppingSettingsRequest + 23, // 51: api.v1.beta1.DBManager.ReportObservationLog:output_type -> api.v1.beta1.ReportObservationLogReply + 27, // 52: api.v1.beta1.DBManager.GetObservationLog:output_type -> api.v1.beta1.GetObservationLogReply + 29, // 53: api.v1.beta1.DBManager.DeleteObservationLog:output_type -> api.v1.beta1.DeleteObservationLogReply + 31, // 54: api.v1.beta1.Suggestion.GetSuggestions:output_type -> api.v1.beta1.GetSuggestionsReply + 33, // 55: api.v1.beta1.Suggestion.ValidateAlgorithmSettings:output_type -> api.v1.beta1.ValidateAlgorithmSettingsReply + 35, // 56: api.v1.beta1.EarlyStopping.GetEarlyStoppingRules:output_type -> api.v1.beta1.GetEarlyStoppingRulesReply + 40, // 57: api.v1.beta1.EarlyStopping.SetTrialStatus:output_type -> api.v1.beta1.SetTrialStatusReply + 38, // 58: api.v1.beta1.EarlyStopping.ValidateEarlyStoppingSettings:output_type -> api.v1.beta1.ValidateEarlyStoppingSettingsReply + 51, // [51:59] is the sub-list for method output_type + 43, // [43:51] is the sub-list for method input_type + 43, // [43:43] is the sub-list for extension type_name + 43, // [43:43] is the sub-list for extension extendee + 0, // [0:43] is the sub-list for field type_name +} + +func init() { file_api_proto_init() } +func file_api_proto_init() { + if File_api_proto != nil { + return + } + if !protoimpl.UnsafeEnabled { + file_api_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Experiment); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ExperimentSpec); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ParameterSpec); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*FeasibleSpace); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ObjectiveSpec); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*AlgorithmSpec); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*AlgorithmSetting); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*EarlyStoppingSpec); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*EarlyStoppingSetting); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*NasConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[10].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*GraphConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[11].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Operation); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[12].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Trial); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[13].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*TrialSpec); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[14].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ParameterAssignment); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[15].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*TrialStatus); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[16].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Observation); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[17].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Metric); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[18].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ReportObservationLogRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[19].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ReportObservationLogReply); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[20].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ObservationLog); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[21].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*MetricLog); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[22].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*GetObservationLogRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[23].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*GetObservationLogReply); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[24].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*DeleteObservationLogRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[25].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*DeleteObservationLogReply); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[26].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*GetSuggestionsRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[27].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*GetSuggestionsReply); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[28].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ValidateAlgorithmSettingsRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[29].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ValidateAlgorithmSettingsReply); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[30].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*GetEarlyStoppingRulesRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[31].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*GetEarlyStoppingRulesReply); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[32].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*EarlyStoppingRule); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[33].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ValidateEarlyStoppingSettingsRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[34].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ValidateEarlyStoppingSettingsReply); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[35].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*SetTrialStatusRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[36].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*SetTrialStatusReply); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[37].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ExperimentSpec_ParameterSpecs); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[38].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*NasConfig_Operations); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[39].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Operation_ParameterSpecs); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[40].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*TrialSpec_ParameterAssignments); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_api_proto_msgTypes[42].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*GetSuggestionsReply_ParameterAssignments); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_api_proto_rawDesc, + NumEnums: 4, + NumMessages: 44, + NumExtensions: 0, + NumServices: 3, }, - }, - Streams: []grpc.StreamDesc{}, - Metadata: "api.proto", -} - -func init() { proto.RegisterFile("api.proto", fileDescriptor0) } - -var fileDescriptor0 = []byte{ - // 1953 bytes of a gzipped FileDescriptorProto - 0x1f, 0x8b, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xff, 0xbc, 0x59, 0x4f, 0x73, 0x1b, 0x49, - 0x15, 0xcf, 0x48, 0xb2, 0x1d, 0x3d, 0x59, 0xf2, 0xa4, 0x2d, 0x67, 0x65, 0x65, 0x77, 0xe3, 0xcc, - 0x86, 0x6c, 0x48, 0x52, 0x26, 0x31, 0x90, 0xca, 0x92, 0x50, 0x20, 0xcb, 0x13, 0x97, 0xb2, 0xb2, - 0xe4, 0xb4, 0xe4, 0x25, 0xbb, 0x4b, 0xd5, 0x54, 0x4b, 0xea, 0x28, 0x93, 0xcc, 0x3f, 0x66, 0x5a, - 0xa9, 0x08, 0x8e, 0x54, 0x6e, 0x70, 0xa0, 0x8a, 0x13, 0x67, 0x6e, 0x1c, 0xf9, 0x02, 0x9c, 0xf8, - 0x00, 0x7c, 0x02, 0xb8, 0x70, 0xe3, 0x2b, 0x50, 0x54, 0xf7, 0x8c, 0xe6, 0x9f, 0x46, 0xf2, 0x9f, - 0x00, 0xb7, 0xe9, 0xf7, 0x7e, 0xef, 0xf5, 0x7b, 0xfd, 0xfa, 0xfd, 0x69, 0x09, 0x8a, 0xc4, 0xd1, - 0x77, 0x1d, 0xd7, 0x66, 0x36, 0x5a, 0xe7, 0x9f, 0x6f, 0x1f, 0xec, 0x0e, 0x28, 0x23, 0x0f, 0x14, - 0x0c, 0xa0, 0xbe, 0x73, 0xa8, 0xab, 0x9b, 0xd4, 0x62, 0x08, 0x41, 0xc1, 0x22, 0x26, 0xad, 0x49, - 0x3b, 0xd2, 0xed, 0x22, 0x16, 0xdf, 0xe8, 0x3e, 0x14, 0x3c, 0x87, 0x0e, 0x6b, 0xb9, 0x1d, 0xe9, - 0x76, 0x69, 0xef, 0xe3, 0xdd, 0xb8, 0xf8, 0x6e, 0x24, 0xdb, 0x73, 0xe8, 0x10, 0x0b, 0xa4, 0xf2, - 0xbe, 0x00, 0x95, 0x24, 0x03, 0xf5, 0x61, 0xc3, 0x21, 0x2e, 0x31, 0x29, 0xa3, 0xae, 0xc6, 0x41, - 0x9e, 0xd8, 0xa3, 0xb4, 0x77, 0x77, 0x99, 0xbe, 0xdd, 0xe3, 0x99, 0x0c, 0x5f, 0x79, 0xb8, 0xe2, - 0x24, 0xd6, 0xe8, 0x0b, 0x28, 0xda, 0x83, 0xd7, 0x74, 0xc8, 0xf4, 0xb7, 0x34, 0xb0, 0xef, 0x5a, - 0x52, 0x5f, 0x77, 0xc6, 0x16, 0xe6, 0x45, 0x68, 0x2e, 0x4a, 0x8c, 0xb1, 0xed, 0xea, 0xec, 0x95, - 0x59, 0xcb, 0x67, 0x89, 0x36, 0x66, 0x6c, 0x5f, 0x34, 0x44, 0xa3, 0xa7, 0x50, 0xa1, 0xc4, 0x35, - 0xa6, 0x9a, 0xc7, 0x6c, 0xc7, 0xd1, 0xad, 0x71, 0xad, 0x20, 0xe4, 0xaf, 0xa7, 0x5c, 0xe1, 0x98, - 0x5e, 0x00, 0x11, 0x3a, 0xca, 0x34, 0x4e, 0x42, 0xf7, 0xa1, 0xca, 0xfd, 0x31, 0x0c, 0x6a, 0x68, - 0xcc, 0xd5, 0x89, 0xa1, 0x0d, 0xed, 0x89, 0xc5, 0x6a, 0x2b, 0x3b, 0xd2, 0xed, 0x15, 0x8c, 0x66, - 0xbc, 0x3e, 0x67, 0x35, 0x39, 0x07, 0xdd, 0x82, 0x0d, 0x93, 0xbc, 0x4b, 0x80, 0x57, 0x05, 0xb8, - 0x6c, 0x92, 0x77, 0x31, 0xdc, 0x43, 0x00, 0x8b, 0x78, 0xda, 0xd0, 0xb6, 0x5e, 0xea, 0xe3, 0xda, - 0x9a, 0xb0, 0xee, 0xa3, 0xa4, 0x75, 0x1d, 0xe2, 0x35, 0x05, 0x1b, 0x17, 0xad, 0xd9, 0x67, 0xfd, - 0x08, 0x2a, 0xc9, 0x13, 0x47, 0x8f, 0x01, 0xc2, 0x33, 0xe7, 0x21, 0xcb, 0xcf, 0x9f, 0x53, 0x42, - 0x02, 0xc7, 0xe0, 0xca, 0x9f, 0x24, 0x28, 0x27, 0xb8, 0x99, 0xf7, 0x6b, 0x1f, 0xa2, 0xb0, 0x6a, - 0x6c, 0xea, 0xf8, 0x91, 0xac, 0x2c, 0xdc, 0xa6, 0x3f, 0x75, 0x28, 0x2e, 0x3b, 0xf1, 0x25, 0xd7, - 0xf1, 0x92, 0x12, 0x4f, 0x1f, 0x18, 0x54, 0xf3, 0x1c, 0x32, 0xa4, 0xd9, 0x21, 0x7d, 0x1a, 0x60, - 0x7a, 0x1c, 0x82, 0xcb, 0x2f, 0xe3, 0x4b, 0xe5, 0x5b, 0x28, 0x27, 0xf8, 0x48, 0x86, 0xbc, 0x49, - 0xde, 0x05, 0xb6, 0xf2, 0x4f, 0x41, 0xd1, 0x2d, 0x61, 0x1f, 0xa7, 0xe8, 0x16, 0x77, 0xc8, 0xd0, - 0x3d, 0x56, 0xcb, 0xef, 0xe4, 0xb9, 0x43, 0xfc, 0x9b, 0xd3, 0x3c, 0x46, 0x1d, 0x71, 0x2b, 0x8a, - 0x58, 0x7c, 0x2b, 0x7f, 0x91, 0xa0, 0x9c, 0xb8, 0x8b, 0xe8, 0x7b, 0x50, 0x10, 0xce, 0x4a, 0x59, - 0xce, 0x86, 0x50, 0xe1, 0xac, 0x00, 0x72, 0xb5, 0x63, 0x9b, 0x18, 0x62, 0x77, 0x09, 0x8b, 0x6f, - 0xb4, 0x07, 0x5b, 0xe1, 0x95, 0xd6, 0x4c, 0xca, 0x5c, 0x7d, 0xa8, 0x89, 0x03, 0xce, 0x8b, 0xbd, - 0x37, 0x43, 0xe6, 0x91, 0xe0, 0x75, 0xf8, 0x79, 0x3f, 0x84, 0x8f, 0xc8, 0x68, 0xa4, 0x33, 0xdd, - 0xb6, 0x88, 0x11, 0x17, 0xf2, 0x6a, 0x05, 0xe1, 0xc5, 0x56, 0xc4, 0x8e, 0xc4, 0x3c, 0xe5, 0xbd, - 0x04, 0xe5, 0x44, 0x4e, 0xa0, 0xef, 0x40, 0x25, 0xcc, 0x0a, 0x2d, 0x16, 0xd7, 0x72, 0x48, 0x15, - 0x1b, 0x1e, 0x01, 0x8a, 0x60, 0x1e, 0x65, 0x4c, 0xb7, 0xc6, 0x5e, 0x2d, 0x27, 0xee, 0xd2, 0xa7, - 0x8b, 0x72, 0xce, 0x87, 0xe1, 0x2b, 0x24, 0x45, 0xf1, 0x94, 0x27, 0x20, 0xa7, 0x61, 0x99, 0xf7, - 0xaa, 0x0a, 0x2b, 0x6f, 0x89, 0x31, 0xa1, 0x41, 0xb8, 0xfc, 0x85, 0xf2, 0x5b, 0x09, 0xae, 0xcc, - 0x65, 0xe6, 0x59, 0x3d, 0x79, 0xbe, 0xc4, 0x13, 0x65, 0x59, 0xf6, 0x2f, 0xf6, 0xe6, 0xa7, 0x50, - 0xcd, 0x82, 0x9e, 0xc3, 0xa3, 0xbf, 0x49, 0x50, 0x0c, 0xb3, 0x19, 0x3d, 0x81, 0xf5, 0xb1, 0x4b, - 0x9c, 0x57, 0xb3, 0xe4, 0xf7, 0xab, 0xec, 0x76, 0xd2, 0xb8, 0x43, 0x8e, 0x08, 0xd2, 0xbf, 0x34, - 0x8e, 0x16, 0x68, 0x1f, 0xc0, 0x76, 0xa8, 0x4b, 0x78, 0xf4, 0xbd, 0xa0, 0xa2, 0x2a, 0x0b, 0x0a, - 0xc7, 0x6e, 0x37, 0x44, 0xe2, 0x98, 0x54, 0xbd, 0x09, 0x10, 0x71, 0xd0, 0x0f, 0xa1, 0x18, 0xf2, - 0x82, 0xfa, 0x91, 0xaa, 0x44, 0x21, 0x18, 0x47, 0x48, 0xc5, 0x81, 0x52, 0xcc, 0x48, 0xf4, 0x09, - 0x80, 0x35, 0x31, 0x35, 0x83, 0x4c, 0xfd, 0x32, 0xc4, 0x6b, 0x5e, 0xd1, 0x9a, 0x98, 0x6d, 0x41, - 0x40, 0xd7, 0xa1, 0xa4, 0x5b, 0xce, 0x84, 0x69, 0x9e, 0xfe, 0x4b, 0xea, 0x07, 0x64, 0x05, 0x83, - 0x20, 0xf5, 0x38, 0x05, 0xdd, 0x80, 0x75, 0x7b, 0xc2, 0x22, 0x44, 0x5e, 0x20, 0x4a, 0x3e, 0x4d, - 0x40, 0xc4, 0x31, 0x86, 0xa6, 0xf0, 0x0b, 0x11, 0x1a, 0xa3, 0x85, 0x79, 0x5a, 0xc4, 0xe5, 0x90, - 0x2a, 0xea, 0x4e, 0x77, 0xbe, 0xad, 0xf9, 0x87, 0x76, 0x6b, 0x81, 0x8f, 0xa7, 0x74, 0xb4, 0xff, - 0x76, 0x05, 0xfe, 0x15, 0xac, 0x88, 0xb6, 0x90, 0x79, 0x9d, 0xee, 0x26, 0x1a, 0x7b, 0x2a, 0x2a, - 0x42, 0x2c, 0xea, 0xe9, 0xe8, 0x01, 0xac, 0x7a, 0x8c, 0xb0, 0x89, 0x17, 0x54, 0xd6, 0xed, 0x2c, - 0xb8, 0x00, 0xe0, 0x00, 0xa8, 0xfc, 0x3b, 0x07, 0xc5, 0x50, 0xcd, 0x87, 0xf4, 0x6a, 0x02, 0x5b, - 0xd1, 0x29, 0x13, 0xcf, 0xd3, 0xc7, 0x16, 0x9f, 0x10, 0x66, 0xa6, 0xdc, 0x5b, 0x60, 0x79, 0x74, - 0x2e, 0x8d, 0x48, 0x06, 0x57, 0x9d, 0x0c, 0x2a, 0x7a, 0x0c, 0xab, 0x06, 0x19, 0x50, 0xc3, 0xaf, - 0x81, 0xa5, 0xbd, 0xcf, 0x16, 0xe9, 0x6c, 0x0b, 0x94, 0x6a, 0x31, 0x77, 0x8a, 0x03, 0x91, 0xfa, - 0xb7, 0x50, 0xcd, 0xda, 0x0a, 0x35, 0xa1, 0x14, 0xb7, 0xd6, 0x8f, 0xdd, 0x8d, 0x05, 0xb1, 0x8b, - 0x04, 0x71, 0x5c, 0xaa, 0xfe, 0x05, 0x94, 0x62, 0x7b, 0xf2, 0x16, 0xf4, 0x86, 0x4e, 0x67, 0x4d, - 0xe9, 0x0d, 0x9d, 0x66, 0x57, 0x85, 0x1f, 0xe5, 0x1e, 0x49, 0xca, 0x4f, 0x60, 0x33, 0x43, 0xfd, - 0x39, 0x4a, 0xcb, 0xbf, 0x72, 0x50, 0x8a, 0x45, 0x96, 0xa7, 0xa1, 0xc7, 0x88, 0xcb, 0x34, 0xa6, - 0x87, 0xf2, 0x45, 0x41, 0xe9, 0xeb, 0x26, 0x45, 0x9f, 0xc3, 0xc6, 0xd0, 0x36, 0x1d, 0x83, 0xfa, - 0x59, 0xc3, 0x31, 0xbe, 0xba, 0x4a, 0x44, 0x16, 0xc0, 0x67, 0x50, 0x1c, 0xda, 0x96, 0xdf, 0x64, - 0x44, 0x10, 0x2b, 0xd9, 0x41, 0x14, 0xbb, 0xee, 0x06, 0x83, 0x4d, 0x80, 0x17, 0x1d, 0x31, 0x12, - 0x47, 0x8f, 0xa1, 0x64, 0x0f, 0x3c, 0xea, 0xbe, 0xf5, 0x4b, 0x4c, 0x21, 0xeb, 0x76, 0x76, 0x23, - 0x00, 0x8e, 0xa3, 0x95, 0xdf, 0x48, 0x80, 0xe6, 0xd5, 0xa3, 0x12, 0xac, 0x35, 0xb1, 0xda, 0xe8, - 0xab, 0x07, 0xf2, 0x25, 0xbe, 0xc0, 0x27, 0x9d, 0x4e, 0xab, 0x73, 0x28, 0x4b, 0xa8, 0x0c, 0xc5, - 0xde, 0x49, 0xb3, 0xa9, 0xaa, 0x07, 0xea, 0x81, 0x9c, 0x43, 0x00, 0xab, 0x5f, 0xb6, 0xda, 0x6d, - 0xf5, 0x40, 0xce, 0xf3, 0xef, 0xa7, 0x8d, 0x16, 0xff, 0x2e, 0xa0, 0xab, 0x80, 0x8e, 0xd4, 0x3e, - 0x6e, 0x35, 0x7b, 0x27, 0x9d, 0xc6, 0x57, 0x8d, 0x56, 0xbb, 0xb1, 0xdf, 0x56, 0xe5, 0x15, 0x24, - 0xc3, 0xba, 0xda, 0xc0, 0xed, 0xaf, 0x7b, 0xfd, 0xee, 0xf1, 0xb1, 0x7a, 0x20, 0xaf, 0x72, 0xed, - 0x27, 0x9d, 0x2f, 0x3b, 0xdd, 0x9f, 0x75, 0xe4, 0x35, 0xe5, 0xc7, 0x50, 0x8a, 0x99, 0x8a, 0x76, - 0x61, 0xcd, 0x6f, 0xcf, 0xb3, 0xbb, 0x53, 0x4d, 0xba, 0xe5, 0x77, 0x67, 0x3c, 0x03, 0x29, 0x7b, - 0xb0, 0xea, 0x93, 0xce, 0x11, 0xe2, 0x5f, 0x4b, 0x70, 0x0d, 0x53, 0xc7, 0x76, 0x59, 0x6c, 0xe7, - 0xb6, 0x3d, 0xc6, 0xf4, 0x17, 0x13, 0xea, 0x31, 0x1e, 0x72, 0x7f, 0xdc, 0x8c, 0xe9, 0x2b, 0x0a, - 0x8a, 0xe8, 0x88, 0x2a, 0x6c, 0xc4, 0xce, 0x53, 0x33, 0xec, 0x71, 0xf6, 0x3b, 0x21, 0xa5, 0xbc, - 0x62, 0x27, 0xd6, 0xca, 0x35, 0xd8, 0xce, 0x36, 0xc2, 0x31, 0xa6, 0xca, 0x33, 0xa8, 0x24, 0xc9, - 0xe8, 0x11, 0x94, 0x82, 0xb9, 0xc5, 0xb0, 0xc7, 0x5e, 0x76, 0x5b, 0xf1, 0x4f, 0x82, 0x2b, 0x01, - 0x73, 0xf6, 0xe9, 0x29, 0x2f, 0xa0, 0x18, 0x32, 0x84, 0x6f, 0xba, 0x49, 0x35, 0x8f, 0x11, 0xd3, - 0x09, 0x7d, 0xd3, 0x4d, 0xda, 0xe3, 0x04, 0x74, 0x0f, 0x56, 0x7d, 0xc9, 0xc0, 0xa5, 0xec, 0xd3, - 0x0f, 0x30, 0xca, 0xef, 0x25, 0xa8, 0x1d, 0xd2, 0x8b, 0x9d, 0xe2, 0xf5, 0xd0, 0x1f, 0xc1, 0xf7, - 0x03, 0x14, 0x98, 0x2d, 0x00, 0xc9, 0xc4, 0xcb, 0xa7, 0x13, 0x6f, 0x1b, 0x2e, 0x53, 0x6b, 0xe4, - 0x33, 0xfd, 0xa9, 0x73, 0x8d, 0x5a, 0x23, 0xce, 0x52, 0x34, 0xb8, 0x9a, 0x61, 0x95, 0x63, 0x4c, - 0xb3, 0x42, 0x27, 0x5d, 0x20, 0x74, 0x4f, 0xe0, 0xda, 0x01, 0x35, 0x28, 0xa3, 0x17, 0xf1, 0x9c, - 0x07, 0x3e, 0x5b, 0x9a, 0x07, 0xfe, 0x9f, 0x12, 0x6c, 0x1d, 0x52, 0xd6, 0x9b, 0x8c, 0xc7, 0xd4, - 0xf3, 0x07, 0x8d, 0x40, 0xeb, 0x23, 0x00, 0x1a, 0xbe, 0x14, 0x03, 0xb3, 0x6b, 0x8b, 0x5e, 0x92, - 0x38, 0x86, 0x45, 0x77, 0x61, 0x55, 0xec, 0x3e, 0x1b, 0xdb, 0x36, 0x33, 0xea, 0x0e, 0x0e, 0x20, - 0xe8, 0x07, 0x70, 0x75, 0x38, 0x71, 0x5d, 0x6a, 0x31, 0xcd, 0xf5, 0x77, 0xd6, 0xac, 0x89, 0x39, - 0xa0, 0xae, 0x38, 0xe5, 0x15, 0x5c, 0x0d, 0xb8, 0x81, 0x59, 0x1d, 0xc1, 0xe3, 0xef, 0x3a, 0x66, - 0x33, 0x62, 0xa4, 0x65, 0x82, 0x77, 0x9d, 0xe0, 0x25, 0x24, 0x94, 0x3f, 0x16, 0x60, 0x33, 0xed, - 0x28, 0x0f, 0xd1, 0x9b, 0x45, 0x8d, 0xcf, 0xbf, 0xf1, 0x0f, 0x53, 0x53, 0xdd, 0xbc, 0x86, 0xf3, - 0xb4, 0xc0, 0xc4, 0x8b, 0x38, 0x77, 0xae, 0x17, 0xf1, 0x73, 0xa8, 0x26, 0x5f, 0xc4, 0x9a, 0x3b, - 0x31, 0x82, 0x31, 0x6b, 0xf9, 0xbb, 0x18, 0x4f, 0x0c, 0x8a, 0x11, 0x4d, 0x93, 0xbc, 0xfa, 0xef, - 0x72, 0xff, 0xc3, 0xa6, 0x9a, 0xba, 0x95, 0xb9, 0x74, 0x3e, 0x7e, 0x13, 0x4e, 0x03, 0xbe, 0x07, - 0xfb, 0x17, 0x3b, 0xe8, 0xcc, 0x61, 0xe1, 0x03, 0xfa, 0xf9, 0xcf, 0x61, 0xe7, 0x2b, 0x62, 0xe8, - 0x23, 0xc2, 0x68, 0xfa, 0x05, 0xf4, 0xe1, 0x99, 0xa1, 0xec, 0xc0, 0xa7, 0x4b, 0xb4, 0xf3, 0x7c, - 0xfc, 0xb3, 0x04, 0x1f, 0x1f, 0x52, 0x36, 0x17, 0xc0, 0xff, 0x77, 0x5a, 0xde, 0x03, 0x34, 0x1a, - 0x68, 0x26, 0xb1, 0xc8, 0x98, 0xe7, 0xc5, 0x68, 0xe4, 0x52, 0xcf, 0x0b, 0xaa, 0xa2, 0x3c, 0x1a, - 0x1c, 0xf9, 0x8c, 0x86, 0x4f, 0x57, 0x6c, 0xa8, 0x2f, 0x30, 0x9a, 0xa7, 0xd8, 0xa2, 0xab, 0x2b, - 0x5d, 0xf8, 0xea, 0x2a, 0x7f, 0x48, 0x3f, 0x31, 0x39, 0xf9, 0xec, 0x2d, 0x19, 0x3d, 0x01, 0xe0, - 0xf3, 0x12, 0x71, 0x75, 0x2f, 0x1c, 0x8f, 0x52, 0x35, 0xb9, 0x19, 0xf2, 0xc5, 0x38, 0x14, 0xc3, - 0x47, 0xad, 0x22, 0xfc, 0x0d, 0x62, 0x25, 0x68, 0x15, 0x3d, 0x46, 0x1d, 0xc5, 0x82, 0x9b, 0xb3, - 0x28, 0x67, 0xbd, 0x3b, 0xc3, 0x50, 0xce, 0xff, 0xc8, 0x25, 0x5d, 0xe4, 0x47, 0x2e, 0xe5, 0x26, - 0x28, 0xa7, 0xec, 0xc7, 0x6f, 0xd6, 0x43, 0xd8, 0xea, 0x51, 0x16, 0x7f, 0x44, 0x9c, 0xad, 0x7d, - 0x6c, 0xc1, 0x66, 0x5a, 0xce, 0x31, 0xa6, 0x77, 0x4e, 0x62, 0xbf, 0x3b, 0x89, 0x81, 0x4e, 0x86, - 0xf5, 0x60, 0xca, 0xd2, 0xfa, 0x5f, 0x1f, 0xab, 0xf2, 0x25, 0x3e, 0xad, 0x1d, 0x74, 0x4f, 0xf8, - 0x54, 0x26, 0xa1, 0x35, 0xc8, 0xb7, 0x3a, 0x7d, 0x39, 0x87, 0xd6, 0xe1, 0xf2, 0x41, 0xab, 0xd7, - 0xc4, 0x6a, 0x5f, 0x95, 0xf3, 0x68, 0x03, 0x4a, 0xcd, 0x46, 0x5f, 0x3d, 0xec, 0xe2, 0x56, 0xb3, - 0xd1, 0x96, 0x0b, 0x77, 0x1e, 0xc5, 0x7e, 0xc3, 0x99, 0xcd, 0x89, 0xb3, 0xe1, 0xed, 0x12, 0x17, - 0x3e, 0x6a, 0x75, 0x5a, 0x47, 0xad, 0x6f, 0xb8, 0x4e, 0xbe, 0x6a, 0xbc, 0xf0, 0x57, 0xb9, 0x3b, - 0xcf, 0xa0, 0x92, 0x0c, 0x19, 0x9f, 0x10, 0x67, 0x16, 0x35, 0xbb, 0x47, 0xc7, 0x0d, 0xdc, 0xea, - 0x75, 0xb9, 0x96, 0x22, 0xac, 0xa8, 0xcf, 0x4f, 0x1a, 0x6d, 0x59, 0x42, 0x97, 0xa1, 0xd0, 0x56, - 0x7b, 0x3d, 0x39, 0xc7, 0xf7, 0x39, 0x14, 0xf3, 0x28, 0x96, 0xf3, 0x7b, 0x7f, 0xcd, 0x41, 0xf1, - 0x60, 0x3f, 0xb8, 0xe4, 0xe8, 0x35, 0x54, 0xb3, 0x26, 0x27, 0xf4, 0xdd, 0x64, 0x9c, 0x96, 0x8c, - 0x78, 0xf5, 0xcf, 0xcf, 0x02, 0xe5, 0xb9, 0x42, 0xe0, 0xca, 0xdc, 0x2c, 0x81, 0x6e, 0xcd, 0xd5, - 0xc6, 0xec, 0x5d, 0x6e, 0x9e, 0x8a, 0xe3, 0x5b, 0xbc, 0x86, 0x6a, 0xd6, 0x3c, 0x90, 0x76, 0x67, - 0xc9, 0xc4, 0x91, 0x76, 0x67, 0xe1, 0x78, 0xb1, 0xf7, 0x0f, 0x09, 0x20, 0xaa, 0xe3, 0xe8, 0x05, - 0x54, 0x92, 0x85, 0x1d, 0x7d, 0xb6, 0xbc, 0xec, 0xfb, 0xdb, 0xdd, 0x38, 0xb5, 0x37, 0xa0, 0x29, - 0x6c, 0x2f, 0xac, 0xac, 0x68, 0x37, 0x29, 0x7f, 0x5a, 0x81, 0xaf, 0xdf, 0x3b, 0x33, 0x9e, 0xfb, - 0xf8, 0xf7, 0x1c, 0x94, 0x13, 0x79, 0x87, 0x4c, 0x31, 0x53, 0xcd, 0x97, 0x43, 0x74, 0x67, 0xce, - 0x91, 0x85, 0x85, 0xbe, 0x7e, 0xfb, 0x4c, 0x58, 0xee, 0xfb, 0x0b, 0xa8, 0x24, 0x33, 0x34, 0x7d, - 0xaa, 0x99, 0x79, 0x9f, 0x3e, 0xd5, 0x8c, 0x24, 0x47, 0xef, 0x25, 0xf8, 0x64, 0x69, 0x69, 0x41, - 0x7b, 0xd9, 0x47, 0xb5, 0xac, 0xee, 0xd5, 0xef, 0x9f, 0x4b, 0xc6, 0x31, 0xa6, 0x83, 0x55, 0xf1, - 0xb7, 0xca, 0xf7, 0xff, 0x13, 0x00, 0x00, 0xff, 0xff, 0x9d, 0xa7, 0xce, 0x0c, 0x63, 0x19, 0x00, - 0x00, + GoTypes: file_api_proto_goTypes, + DependencyIndexes: file_api_proto_depIdxs, + EnumInfos: file_api_proto_enumTypes, + MessageInfos: file_api_proto_msgTypes, + }.Build() + File_api_proto = out.File + file_api_proto_rawDesc = nil + file_api_proto_goTypes = nil + file_api_proto_depIdxs = nil } diff --git a/pkg/apis/manager/v1beta1/api.proto b/pkg/apis/manager/v1beta1/api.proto index 8914a23c3c2..b0624c7333b 100644 --- a/pkg/apis/manager/v1beta1/api.proto +++ b/pkg/apis/manager/v1beta1/api.proto @@ -5,6 +5,8 @@ syntax = "proto3"; package api.v1.beta1; +option go_package = "github.com/kubeflow/katib/pkg/apis/manager/v1beta1;api_v1_beta1"; + /** * DBManager service defines APIs to manage Katib database. */ diff --git a/pkg/apis/manager/v1beta1/api_grpc.pb.go b/pkg/apis/manager/v1beta1/api_grpc.pb.go new file mode 100644 index 00000000000..46c84db548c --- /dev/null +++ b/pkg/apis/manager/v1beta1/api_grpc.pb.go @@ -0,0 +1,489 @@ +//* +// Katib GRPC API v1beta1 + +// Code generated by protoc-gen-go-grpc. DO NOT EDIT. +// versions: +// - protoc-gen-go-grpc v1.3.0 +// - protoc (unknown) +// source: api.proto + +package api_v1_beta1 + +import ( + context "context" + grpc "google.golang.org/grpc" + codes "google.golang.org/grpc/codes" + status "google.golang.org/grpc/status" +) + +// This is a compile-time assertion to ensure that this generated file +// is compatible with the grpc package it is being compiled against. +// Requires gRPC-Go v1.32.0 or later. +const _ = grpc.SupportPackageIsVersion7 + +const ( + DBManager_ReportObservationLog_FullMethodName = "/api.v1.beta1.DBManager/ReportObservationLog" + DBManager_GetObservationLog_FullMethodName = "/api.v1.beta1.DBManager/GetObservationLog" + DBManager_DeleteObservationLog_FullMethodName = "/api.v1.beta1.DBManager/DeleteObservationLog" +) + +// DBManagerClient is the client API for DBManager service. +// +// For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream. +type DBManagerClient interface { + // * + // Report a log of Observations for a Trial. + // The log consists of timestamp and value of metric. + // Katib store every log of metrics. + // You can see accuracy curve or other metric logs on UI. + ReportObservationLog(ctx context.Context, in *ReportObservationLogRequest, opts ...grpc.CallOption) (*ReportObservationLogReply, error) + // * + // Get all log of Observations for a Trial. + GetObservationLog(ctx context.Context, in *GetObservationLogRequest, opts ...grpc.CallOption) (*GetObservationLogReply, error) + // * + // Delete all log of Observations for a Trial. + DeleteObservationLog(ctx context.Context, in *DeleteObservationLogRequest, opts ...grpc.CallOption) (*DeleteObservationLogReply, error) +} + +type dBManagerClient struct { + cc grpc.ClientConnInterface +} + +func NewDBManagerClient(cc grpc.ClientConnInterface) DBManagerClient { + return &dBManagerClient{cc} +} + +func (c *dBManagerClient) ReportObservationLog(ctx context.Context, in *ReportObservationLogRequest, opts ...grpc.CallOption) (*ReportObservationLogReply, error) { + out := new(ReportObservationLogReply) + err := c.cc.Invoke(ctx, DBManager_ReportObservationLog_FullMethodName, in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *dBManagerClient) GetObservationLog(ctx context.Context, in *GetObservationLogRequest, opts ...grpc.CallOption) (*GetObservationLogReply, error) { + out := new(GetObservationLogReply) + err := c.cc.Invoke(ctx, DBManager_GetObservationLog_FullMethodName, in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *dBManagerClient) DeleteObservationLog(ctx context.Context, in *DeleteObservationLogRequest, opts ...grpc.CallOption) (*DeleteObservationLogReply, error) { + out := new(DeleteObservationLogReply) + err := c.cc.Invoke(ctx, DBManager_DeleteObservationLog_FullMethodName, in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +// DBManagerServer is the server API for DBManager service. +// All implementations should embed UnimplementedDBManagerServer +// for forward compatibility +type DBManagerServer interface { + // * + // Report a log of Observations for a Trial. + // The log consists of timestamp and value of metric. + // Katib store every log of metrics. + // You can see accuracy curve or other metric logs on UI. + ReportObservationLog(context.Context, *ReportObservationLogRequest) (*ReportObservationLogReply, error) + // * + // Get all log of Observations for a Trial. + GetObservationLog(context.Context, *GetObservationLogRequest) (*GetObservationLogReply, error) + // * + // Delete all log of Observations for a Trial. + DeleteObservationLog(context.Context, *DeleteObservationLogRequest) (*DeleteObservationLogReply, error) +} + +// UnimplementedDBManagerServer should be embedded to have forward compatible implementations. +type UnimplementedDBManagerServer struct { +} + +func (UnimplementedDBManagerServer) ReportObservationLog(context.Context, *ReportObservationLogRequest) (*ReportObservationLogReply, error) { + return nil, status.Errorf(codes.Unimplemented, "method ReportObservationLog not implemented") +} +func (UnimplementedDBManagerServer) GetObservationLog(context.Context, *GetObservationLogRequest) (*GetObservationLogReply, error) { + return nil, status.Errorf(codes.Unimplemented, "method GetObservationLog not implemented") +} +func (UnimplementedDBManagerServer) DeleteObservationLog(context.Context, *DeleteObservationLogRequest) (*DeleteObservationLogReply, error) { + return nil, status.Errorf(codes.Unimplemented, "method DeleteObservationLog not implemented") +} + +// UnsafeDBManagerServer may be embedded to opt out of forward compatibility for this service. +// Use of this interface is not recommended, as added methods to DBManagerServer will +// result in compilation errors. +type UnsafeDBManagerServer interface { + mustEmbedUnimplementedDBManagerServer() +} + +func RegisterDBManagerServer(s grpc.ServiceRegistrar, srv DBManagerServer) { + s.RegisterService(&DBManager_ServiceDesc, srv) +} + +func _DBManager_ReportObservationLog_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ReportObservationLogRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(DBManagerServer).ReportObservationLog(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: DBManager_ReportObservationLog_FullMethodName, + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(DBManagerServer).ReportObservationLog(ctx, req.(*ReportObservationLogRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _DBManager_GetObservationLog_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(GetObservationLogRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(DBManagerServer).GetObservationLog(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: DBManager_GetObservationLog_FullMethodName, + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(DBManagerServer).GetObservationLog(ctx, req.(*GetObservationLogRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _DBManager_DeleteObservationLog_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(DeleteObservationLogRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(DBManagerServer).DeleteObservationLog(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: DBManager_DeleteObservationLog_FullMethodName, + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(DBManagerServer).DeleteObservationLog(ctx, req.(*DeleteObservationLogRequest)) + } + return interceptor(ctx, in, info, handler) +} + +// DBManager_ServiceDesc is the grpc.ServiceDesc for DBManager service. +// It's only intended for direct use with grpc.RegisterService, +// and not to be introspected or modified (even as a copy) +var DBManager_ServiceDesc = grpc.ServiceDesc{ + ServiceName: "api.v1.beta1.DBManager", + HandlerType: (*DBManagerServer)(nil), + Methods: []grpc.MethodDesc{ + { + MethodName: "ReportObservationLog", + Handler: _DBManager_ReportObservationLog_Handler, + }, + { + MethodName: "GetObservationLog", + Handler: _DBManager_GetObservationLog_Handler, + }, + { + MethodName: "DeleteObservationLog", + Handler: _DBManager_DeleteObservationLog_Handler, + }, + }, + Streams: []grpc.StreamDesc{}, + Metadata: "api.proto", +} + +const ( + Suggestion_GetSuggestions_FullMethodName = "/api.v1.beta1.Suggestion/GetSuggestions" + Suggestion_ValidateAlgorithmSettings_FullMethodName = "/api.v1.beta1.Suggestion/ValidateAlgorithmSettings" +) + +// SuggestionClient is the client API for Suggestion service. +// +// For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream. +type SuggestionClient interface { + GetSuggestions(ctx context.Context, in *GetSuggestionsRequest, opts ...grpc.CallOption) (*GetSuggestionsReply, error) + ValidateAlgorithmSettings(ctx context.Context, in *ValidateAlgorithmSettingsRequest, opts ...grpc.CallOption) (*ValidateAlgorithmSettingsReply, error) +} + +type suggestionClient struct { + cc grpc.ClientConnInterface +} + +func NewSuggestionClient(cc grpc.ClientConnInterface) SuggestionClient { + return &suggestionClient{cc} +} + +func (c *suggestionClient) GetSuggestions(ctx context.Context, in *GetSuggestionsRequest, opts ...grpc.CallOption) (*GetSuggestionsReply, error) { + out := new(GetSuggestionsReply) + err := c.cc.Invoke(ctx, Suggestion_GetSuggestions_FullMethodName, in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *suggestionClient) ValidateAlgorithmSettings(ctx context.Context, in *ValidateAlgorithmSettingsRequest, opts ...grpc.CallOption) (*ValidateAlgorithmSettingsReply, error) { + out := new(ValidateAlgorithmSettingsReply) + err := c.cc.Invoke(ctx, Suggestion_ValidateAlgorithmSettings_FullMethodName, in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +// SuggestionServer is the server API for Suggestion service. +// All implementations should embed UnimplementedSuggestionServer +// for forward compatibility +type SuggestionServer interface { + GetSuggestions(context.Context, *GetSuggestionsRequest) (*GetSuggestionsReply, error) + ValidateAlgorithmSettings(context.Context, *ValidateAlgorithmSettingsRequest) (*ValidateAlgorithmSettingsReply, error) +} + +// UnimplementedSuggestionServer should be embedded to have forward compatible implementations. +type UnimplementedSuggestionServer struct { +} + +func (UnimplementedSuggestionServer) GetSuggestions(context.Context, *GetSuggestionsRequest) (*GetSuggestionsReply, error) { + return nil, status.Errorf(codes.Unimplemented, "method GetSuggestions not implemented") +} +func (UnimplementedSuggestionServer) ValidateAlgorithmSettings(context.Context, *ValidateAlgorithmSettingsRequest) (*ValidateAlgorithmSettingsReply, error) { + return nil, status.Errorf(codes.Unimplemented, "method ValidateAlgorithmSettings not implemented") +} + +// UnsafeSuggestionServer may be embedded to opt out of forward compatibility for this service. +// Use of this interface is not recommended, as added methods to SuggestionServer will +// result in compilation errors. +type UnsafeSuggestionServer interface { + mustEmbedUnimplementedSuggestionServer() +} + +func RegisterSuggestionServer(s grpc.ServiceRegistrar, srv SuggestionServer) { + s.RegisterService(&Suggestion_ServiceDesc, srv) +} + +func _Suggestion_GetSuggestions_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(GetSuggestionsRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(SuggestionServer).GetSuggestions(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: Suggestion_GetSuggestions_FullMethodName, + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(SuggestionServer).GetSuggestions(ctx, req.(*GetSuggestionsRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _Suggestion_ValidateAlgorithmSettings_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ValidateAlgorithmSettingsRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(SuggestionServer).ValidateAlgorithmSettings(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: Suggestion_ValidateAlgorithmSettings_FullMethodName, + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(SuggestionServer).ValidateAlgorithmSettings(ctx, req.(*ValidateAlgorithmSettingsRequest)) + } + return interceptor(ctx, in, info, handler) +} + +// Suggestion_ServiceDesc is the grpc.ServiceDesc for Suggestion service. +// It's only intended for direct use with grpc.RegisterService, +// and not to be introspected or modified (even as a copy) +var Suggestion_ServiceDesc = grpc.ServiceDesc{ + ServiceName: "api.v1.beta1.Suggestion", + HandlerType: (*SuggestionServer)(nil), + Methods: []grpc.MethodDesc{ + { + MethodName: "GetSuggestions", + Handler: _Suggestion_GetSuggestions_Handler, + }, + { + MethodName: "ValidateAlgorithmSettings", + Handler: _Suggestion_ValidateAlgorithmSettings_Handler, + }, + }, + Streams: []grpc.StreamDesc{}, + Metadata: "api.proto", +} + +const ( + EarlyStopping_GetEarlyStoppingRules_FullMethodName = "/api.v1.beta1.EarlyStopping/GetEarlyStoppingRules" + EarlyStopping_SetTrialStatus_FullMethodName = "/api.v1.beta1.EarlyStopping/SetTrialStatus" + EarlyStopping_ValidateEarlyStoppingSettings_FullMethodName = "/api.v1.beta1.EarlyStopping/ValidateEarlyStoppingSettings" +) + +// EarlyStoppingClient is the client API for EarlyStopping service. +// +// For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream. +type EarlyStoppingClient interface { + GetEarlyStoppingRules(ctx context.Context, in *GetEarlyStoppingRulesRequest, opts ...grpc.CallOption) (*GetEarlyStoppingRulesReply, error) + SetTrialStatus(ctx context.Context, in *SetTrialStatusRequest, opts ...grpc.CallOption) (*SetTrialStatusReply, error) + ValidateEarlyStoppingSettings(ctx context.Context, in *ValidateEarlyStoppingSettingsRequest, opts ...grpc.CallOption) (*ValidateEarlyStoppingSettingsReply, error) +} + +type earlyStoppingClient struct { + cc grpc.ClientConnInterface +} + +func NewEarlyStoppingClient(cc grpc.ClientConnInterface) EarlyStoppingClient { + return &earlyStoppingClient{cc} +} + +func (c *earlyStoppingClient) GetEarlyStoppingRules(ctx context.Context, in *GetEarlyStoppingRulesRequest, opts ...grpc.CallOption) (*GetEarlyStoppingRulesReply, error) { + out := new(GetEarlyStoppingRulesReply) + err := c.cc.Invoke(ctx, EarlyStopping_GetEarlyStoppingRules_FullMethodName, in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *earlyStoppingClient) SetTrialStatus(ctx context.Context, in *SetTrialStatusRequest, opts ...grpc.CallOption) (*SetTrialStatusReply, error) { + out := new(SetTrialStatusReply) + err := c.cc.Invoke(ctx, EarlyStopping_SetTrialStatus_FullMethodName, in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *earlyStoppingClient) ValidateEarlyStoppingSettings(ctx context.Context, in *ValidateEarlyStoppingSettingsRequest, opts ...grpc.CallOption) (*ValidateEarlyStoppingSettingsReply, error) { + out := new(ValidateEarlyStoppingSettingsReply) + err := c.cc.Invoke(ctx, EarlyStopping_ValidateEarlyStoppingSettings_FullMethodName, in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +// EarlyStoppingServer is the server API for EarlyStopping service. +// All implementations should embed UnimplementedEarlyStoppingServer +// for forward compatibility +type EarlyStoppingServer interface { + GetEarlyStoppingRules(context.Context, *GetEarlyStoppingRulesRequest) (*GetEarlyStoppingRulesReply, error) + SetTrialStatus(context.Context, *SetTrialStatusRequest) (*SetTrialStatusReply, error) + ValidateEarlyStoppingSettings(context.Context, *ValidateEarlyStoppingSettingsRequest) (*ValidateEarlyStoppingSettingsReply, error) +} + +// UnimplementedEarlyStoppingServer should be embedded to have forward compatible implementations. +type UnimplementedEarlyStoppingServer struct { +} + +func (UnimplementedEarlyStoppingServer) GetEarlyStoppingRules(context.Context, *GetEarlyStoppingRulesRequest) (*GetEarlyStoppingRulesReply, error) { + return nil, status.Errorf(codes.Unimplemented, "method GetEarlyStoppingRules not implemented") +} +func (UnimplementedEarlyStoppingServer) SetTrialStatus(context.Context, *SetTrialStatusRequest) (*SetTrialStatusReply, error) { + return nil, status.Errorf(codes.Unimplemented, "method SetTrialStatus not implemented") +} +func (UnimplementedEarlyStoppingServer) ValidateEarlyStoppingSettings(context.Context, *ValidateEarlyStoppingSettingsRequest) (*ValidateEarlyStoppingSettingsReply, error) { + return nil, status.Errorf(codes.Unimplemented, "method ValidateEarlyStoppingSettings not implemented") +} + +// UnsafeEarlyStoppingServer may be embedded to opt out of forward compatibility for this service. +// Use of this interface is not recommended, as added methods to EarlyStoppingServer will +// result in compilation errors. +type UnsafeEarlyStoppingServer interface { + mustEmbedUnimplementedEarlyStoppingServer() +} + +func RegisterEarlyStoppingServer(s grpc.ServiceRegistrar, srv EarlyStoppingServer) { + s.RegisterService(&EarlyStopping_ServiceDesc, srv) +} + +func _EarlyStopping_GetEarlyStoppingRules_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(GetEarlyStoppingRulesRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(EarlyStoppingServer).GetEarlyStoppingRules(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: EarlyStopping_GetEarlyStoppingRules_FullMethodName, + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(EarlyStoppingServer).GetEarlyStoppingRules(ctx, req.(*GetEarlyStoppingRulesRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _EarlyStopping_SetTrialStatus_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(SetTrialStatusRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(EarlyStoppingServer).SetTrialStatus(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: EarlyStopping_SetTrialStatus_FullMethodName, + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(EarlyStoppingServer).SetTrialStatus(ctx, req.(*SetTrialStatusRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _EarlyStopping_ValidateEarlyStoppingSettings_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ValidateEarlyStoppingSettingsRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(EarlyStoppingServer).ValidateEarlyStoppingSettings(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: EarlyStopping_ValidateEarlyStoppingSettings_FullMethodName, + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(EarlyStoppingServer).ValidateEarlyStoppingSettings(ctx, req.(*ValidateEarlyStoppingSettingsRequest)) + } + return interceptor(ctx, in, info, handler) +} + +// EarlyStopping_ServiceDesc is the grpc.ServiceDesc for EarlyStopping service. +// It's only intended for direct use with grpc.RegisterService, +// and not to be introspected or modified (even as a copy) +var EarlyStopping_ServiceDesc = grpc.ServiceDesc{ + ServiceName: "api.v1.beta1.EarlyStopping", + HandlerType: (*EarlyStoppingServer)(nil), + Methods: []grpc.MethodDesc{ + { + MethodName: "GetEarlyStoppingRules", + Handler: _EarlyStopping_GetEarlyStoppingRules_Handler, + }, + { + MethodName: "SetTrialStatus", + Handler: _EarlyStopping_SetTrialStatus_Handler, + }, + { + MethodName: "ValidateEarlyStoppingSettings", + Handler: _EarlyStopping_ValidateEarlyStoppingSettings_Handler, + }, + }, + Streams: []grpc.StreamDesc{}, + Metadata: "api.proto", +} diff --git a/pkg/apis/manager/v1beta1/buf.gen.yaml b/pkg/apis/manager/v1beta1/buf.gen.yaml new file mode 100644 index 00000000000..f8a19960245 --- /dev/null +++ b/pkg/apis/manager/v1beta1/buf.gen.yaml @@ -0,0 +1,21 @@ +version: v2 +plugins: +- remote: buf.build/protocolbuffers/go:v1.33.0 + out: . + opt: module=github.com/kubeflow/katib/pkg/apis/manager/v1beta1 + +- remote: buf.build/grpc/go:v1.3.0 + out: . + opt: module=github.com/kubeflow/katib/pkg/apis/manager/v1beta1,require_unimplemented_servers=false + +- remote: buf.build/protocolbuffers/python:v26.1 + out: python + +- remote: buf.build/protocolbuffers/pyi:v26.1 + out: python + +- remote: buf.build/grpc/python:v1.64.1 + out: python + +inputs: +- directory: . diff --git a/pkg/apis/manager/v1beta1/build.sh b/pkg/apis/manager/v1beta1/build.sh deleted file mode 100755 index f0cb24e1cb7..00000000000 --- a/pkg/apis/manager/v1beta1/build.sh +++ /dev/null @@ -1,29 +0,0 @@ -#!/usr/bin/env bash - -# Copyright 2022 The Kubeflow Authors. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -set -x -set -e - -cd "$(dirname "$0")" - -proto="api.proto" - -docker run -i --rm -v "$PWD:$PWD" -w "$PWD" znly/protoc --python_out=plugins=grpc:./python --go_out=plugins=grpc:. -I. $proto -docker run -i --rm -v "$PWD:$PWD" -w "$PWD" znly/protoc --plugin=protoc-gen-grpc=/usr/bin/grpc_python_plugin --python_out=./python --grpc_out=./python -I. $proto - -docker build -t protoc-gen-doc gen-doc/ -docker run --rm -v "$PWD/gen-doc:/out" -v "$PWD:/apiprotos" protoc-gen-doc --doc_opt=markdown,api.md -I /protobuf -I /apiprotos $proto -docker run --rm -v "$PWD/gen-doc:/out" -v "$PWD:/apiprotos" protoc-gen-doc --doc_opt=html,index.html -I /protobuf -I /apiprotos $proto diff --git a/pkg/apis/manager/v1beta1/python/api_pb2.py b/pkg/apis/manager/v1beta1/python/api_pb2.py index 25ae1931e65..8459ebaae37 100644 --- a/pkg/apis/manager/v1beta1/python/api_pb2.py +++ b/pkg/apis/manager/v1beta1/python/api_pb2.py @@ -1,14 +1,12 @@ +# -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! # source: api.proto - -import sys -_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1')) -from google.protobuf.internal import enum_type_wrapper +# Protobuf Python Version: 5.26.1 +"""Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor -from google.protobuf import message as _message -from google.protobuf import reflection as _reflection +from google.protobuf import descriptor_pool as _descriptor_pool from google.protobuf import symbol_database as _symbol_database -from google.protobuf import descriptor_pb2 +from google.protobuf.internal import builder as _builder # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -16,2901 +14,118 @@ -DESCRIPTOR = _descriptor.FileDescriptor( - name='api.proto', - package='api.v1.beta1', - syntax='proto3', - serialized_pb=_b('\n\tapi.proto\x12\x0c\x61pi.v1.beta1\"F\n\nExperiment\x12\x0c\n\x04name\x18\x01 \x01(\t\x12*\n\x04spec\x18\x02 \x01(\x0b\x32\x1c.api.v1.beta1.ExperimentSpec\"\x96\x03\n\x0e\x45xperimentSpec\x12\x44\n\x0fparameter_specs\x18\x01 \x01(\x0b\x32+.api.v1.beta1.ExperimentSpec.ParameterSpecs\x12.\n\tobjective\x18\x02 \x01(\x0b\x32\x1b.api.v1.beta1.ObjectiveSpec\x12.\n\talgorithm\x18\x03 \x01(\x0b\x32\x1b.api.v1.beta1.AlgorithmSpec\x12\x37\n\x0e\x65\x61rly_stopping\x18\x04 \x01(\x0b\x32\x1f.api.v1.beta1.EarlyStoppingSpec\x12\x1c\n\x14parallel_trial_count\x18\x05 \x01(\x05\x12\x17\n\x0fmax_trial_count\x18\x06 \x01(\x05\x12+\n\nnas_config\x18\x07 \x01(\x0b\x32\x17.api.v1.beta1.NasConfig\x1a\x41\n\x0eParameterSpecs\x12/\n\nparameters\x18\x01 \x03(\x0b\x32\x1b.api.v1.beta1.ParameterSpec\"\x87\x01\n\rParameterSpec\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x33\n\x0eparameter_type\x18\x02 \x01(\x0e\x32\x1b.api.v1.beta1.ParameterType\x12\x33\n\x0e\x66\x65\x61sible_space\x18\x03 \x01(\x0b\x32\x1b.api.v1.beta1.FeasibleSpace\"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\"\x88\x01\n\rObjectiveSpec\x12)\n\x04type\x18\x01 \x01(\x0e\x32\x1b.api.v1.beta1.ObjectiveType\x12\x0c\n\x04goal\x18\x02 \x01(\x01\x12\x1d\n\x15objective_metric_name\x18\x03 \x01(\t\x12\x1f\n\x17\x61\x64\x64itional_metric_names\x18\x04 \x03(\t\"c\n\rAlgorithmSpec\x12\x16\n\x0e\x61lgorithm_name\x18\x01 \x01(\t\x12:\n\x12\x61lgorithm_settings\x18\x02 \x03(\x0b\x32\x1e.api.v1.beta1.AlgorithmSetting\"/\n\x10\x41lgorithmSetting\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t\"k\n\x11\x45\x61rlyStoppingSpec\x12\x16\n\x0e\x61lgorithm_name\x18\x01 \x01(\t\x12>\n\x12\x61lgorithm_settings\x18\x02 \x03(\x0b\x32\".api.v1.beta1.EarlyStoppingSetting\"3\n\x14\x45\x61rlyStoppingSetting\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t\"\xae\x01\n\tNasConfig\x12/\n\x0cgraph_config\x18\x01 \x01(\x0b\x32\x19.api.v1.beta1.GraphConfig\x12\x36\n\noperations\x18\x02 \x01(\x0b\x32\".api.v1.beta1.NasConfig.Operations\x1a\x38\n\nOperations\x12*\n\toperation\x18\x01 \x03(\x0b\x32\x17.api.v1.beta1.Operation\"L\n\x0bGraphConfig\x12\x12\n\nnum_layers\x18\x01 \x01(\x05\x12\x13\n\x0binput_sizes\x18\x02 \x03(\x05\x12\x14\n\x0coutput_sizes\x18\x03 \x03(\x05\"\xa7\x01\n\tOperation\x12\x16\n\x0eoperation_type\x18\x01 \x01(\t\x12?\n\x0fparameter_specs\x18\x02 \x01(\x0b\x32&.api.v1.beta1.Operation.ParameterSpecs\x1a\x41\n\x0eParameterSpecs\x12/\n\nparameters\x18\x01 \x03(\x0b\x32\x1b.api.v1.beta1.ParameterSpec\"g\n\x05Trial\x12\x0c\n\x04name\x18\x01 \x01(\t\x12%\n\x04spec\x18\x02 \x01(\x0b\x32\x17.api.v1.beta1.TrialSpec\x12)\n\x06status\x18\x03 \x01(\x0b\x32\x19.api.v1.beta1.TrialStatus\"\xbc\x02\n\tTrialSpec\x12.\n\tobjective\x18\x02 \x01(\x0b\x32\x1b.api.v1.beta1.ObjectiveSpec\x12K\n\x15parameter_assignments\x18\x03 \x01(\x0b\x32,.api.v1.beta1.TrialSpec.ParameterAssignments\x12\x33\n\x06labels\x18\x04 \x03(\x0b\x32#.api.v1.beta1.TrialSpec.LabelsEntry\x1aN\n\x14ParameterAssignments\x12\x36\n\x0b\x61ssignments\x18\x01 \x03(\x0b\x32!.api.v1.beta1.ParameterAssignment\x1a-\n\x0bLabelsEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01\"2\n\x13ParameterAssignment\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t\"\xba\x02\n\x0bTrialStatus\x12\x12\n\nstart_time\x18\x01 \x01(\t\x12\x17\n\x0f\x63ompletion_time\x18\x02 \x01(\t\x12?\n\tcondition\x18\x03 \x01(\x0e\x32,.api.v1.beta1.TrialStatus.TrialConditionType\x12.\n\x0bobservation\x18\x04 \x01(\x0b\x32\x19.api.v1.beta1.Observation\"\x8c\x01\n\x12TrialConditionType\x12\x0b\n\x07\x43REATED\x10\x00\x12\x0b\n\x07RUNNING\x10\x01\x12\r\n\tSUCCEEDED\x10\x02\x12\n\n\x06KILLED\x10\x03\x12\n\n\x06\x46\x41ILED\x10\x04\x12\x16\n\x12METRICSUNAVAILABLE\x10\x05\x12\x10\n\x0c\x45\x41RLYSTOPPED\x10\x06\x12\x0b\n\x07UNKNOWN\x10\x07\"4\n\x0bObservation\x12%\n\x07metrics\x18\x01 \x03(\x0b\x32\x14.api.v1.beta1.Metric\"%\n\x06Metric\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t\"h\n\x1bReportObservationLogRequest\x12\x12\n\ntrial_name\x18\x01 \x01(\t\x12\x35\n\x0fobservation_log\x18\x02 \x01(\x0b\x32\x1c.api.v1.beta1.ObservationLog\"\x1b\n\x19ReportObservationLogReply\">\n\x0eObservationLog\x12,\n\x0bmetric_logs\x18\x01 \x03(\x0b\x32\x17.api.v1.beta1.MetricLog\"E\n\tMetricLog\x12\x12\n\ntime_stamp\x18\x01 \x01(\t\x12$\n\x06metric\x18\x02 \x01(\x0b\x32\x14.api.v1.beta1.Metric\"i\n\x18GetObservationLogRequest\x12\x12\n\ntrial_name\x18\x01 \x01(\t\x12\x13\n\x0bmetric_name\x18\x02 \x01(\t\x12\x12\n\nstart_time\x18\x03 \x01(\t\x12\x10\n\x08\x65nd_time\x18\x04 \x01(\t\"O\n\x16GetObservationLogReply\x12\x35\n\x0fobservation_log\x18\x01 \x01(\x0b\x32\x1c.api.v1.beta1.ObservationLog\"1\n\x1b\x44\x65leteObservationLogRequest\x12\x12\n\ntrial_name\x18\x01 \x01(\t\"\x1b\n\x19\x44\x65leteObservationLogReply\"\xa8\x01\n\x15GetSuggestionsRequest\x12,\n\nexperiment\x18\x01 \x01(\x0b\x32\x18.api.v1.beta1.Experiment\x12#\n\x06trials\x18\x02 \x03(\x0b\x32\x13.api.v1.beta1.Trial\x12\x1e\n\x16\x63urrent_request_number\x18\x04 \x01(\x05\x12\x1c\n\x14total_request_number\x18\x05 \x01(\x05\"\xc3\x03\n\x13GetSuggestionsReply\x12U\n\x15parameter_assignments\x18\x01 \x03(\x0b\x32\x36.api.v1.beta1.GetSuggestionsReply.ParameterAssignments\x12.\n\talgorithm\x18\x02 \x01(\x0b\x32\x1b.api.v1.beta1.AlgorithmSpec\x12=\n\x14\x65\x61rly_stopping_rules\x18\x03 \x03(\x0b\x32\x1f.api.v1.beta1.EarlyStoppingRule\x1a\xe5\x01\n\x14ParameterAssignments\x12\x36\n\x0b\x61ssignments\x18\x01 \x03(\x0b\x32!.api.v1.beta1.ParameterAssignment\x12\x12\n\ntrial_name\x18\x02 \x01(\t\x12R\n\x06labels\x18\x03 \x03(\x0b\x32\x42.api.v1.beta1.GetSuggestionsReply.ParameterAssignments.LabelsEntry\x1a-\n\x0bLabelsEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01\"P\n ValidateAlgorithmSettingsRequest\x12,\n\nexperiment\x18\x01 \x01(\x0b\x32\x18.api.v1.beta1.Experiment\" \n\x1eValidateAlgorithmSettingsReply\"\x8d\x01\n\x1cGetEarlyStoppingRulesRequest\x12,\n\nexperiment\x18\x01 \x01(\x0b\x32\x18.api.v1.beta1.Experiment\x12#\n\x06trials\x18\x02 \x03(\x0b\x32\x13.api.v1.beta1.Trial\x12\x1a\n\x12\x64\x62_manager_address\x18\x03 \x01(\t\"[\n\x1aGetEarlyStoppingRulesReply\x12=\n\x14\x65\x61rly_stopping_rules\x18\x01 \x03(\x0b\x32\x1f.api.v1.beta1.EarlyStoppingRule\"v\n\x11\x45\x61rlyStoppingRule\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t\x12\x30\n\ncomparison\x18\x03 \x01(\x0e\x32\x1c.api.v1.beta1.ComparisonType\x12\x12\n\nstart_step\x18\x04 \x01(\x05\"_\n$ValidateEarlyStoppingSettingsRequest\x12\x37\n\x0e\x65\x61rly_stopping\x18\x01 \x01(\x0b\x32\x1f.api.v1.beta1.EarlyStoppingSpec\"$\n\"ValidateEarlyStoppingSettingsReply\"+\n\x15SetTrialStatusRequest\x12\x12\n\ntrial_name\x18\x01 \x01(\t\"\x15\n\x13SetTrialStatusReply*U\n\rParameterType\x12\x10\n\x0cUNKNOWN_TYPE\x10\x00\x12\n\n\x06\x44OUBLE\x10\x01\x12\x07\n\x03INT\x10\x02\x12\x0c\n\x08\x44ISCRETE\x10\x03\x12\x0f\n\x0b\x43\x41TEGORICAL\x10\x04*8\n\rObjectiveType\x12\x0b\n\x07UNKNOWN\x10\x00\x12\x0c\n\x08MINIMIZE\x10\x01\x12\x0c\n\x08MAXIMIZE\x10\x02*J\n\x0e\x43omparisonType\x12\x16\n\x12UNKNOWN_COMPARISON\x10\x00\x12\t\n\x05\x45QUAL\x10\x01\x12\x08\n\x04LESS\x10\x02\x12\x0b\n\x07GREATER\x10\x03\x32\xc6\x02\n\tDBManager\x12j\n\x14ReportObservationLog\x12).api.v1.beta1.ReportObservationLogRequest\x1a\'.api.v1.beta1.ReportObservationLogReply\x12\x61\n\x11GetObservationLog\x12&.api.v1.beta1.GetObservationLogRequest\x1a$.api.v1.beta1.GetObservationLogReply\x12j\n\x14\x44\x65leteObservationLog\x12).api.v1.beta1.DeleteObservationLogRequest\x1a\'.api.v1.beta1.DeleteObservationLogReply2\xe1\x01\n\nSuggestion\x12X\n\x0eGetSuggestions\x12#.api.v1.beta1.GetSuggestionsRequest\x1a!.api.v1.beta1.GetSuggestionsReply\x12y\n\x19ValidateAlgorithmSettings\x12..api.v1.beta1.ValidateAlgorithmSettingsRequest\x1a,.api.v1.beta1.ValidateAlgorithmSettingsReply2\xe0\x02\n\rEarlyStopping\x12m\n\x15GetEarlyStoppingRules\x12*.api.v1.beta1.GetEarlyStoppingRulesRequest\x1a(.api.v1.beta1.GetEarlyStoppingRulesReply\x12X\n\x0eSetTrialStatus\x12#.api.v1.beta1.SetTrialStatusRequest\x1a!.api.v1.beta1.SetTrialStatusReply\x12\x85\x01\n\x1dValidateEarlyStoppingSettings\x12\x32.api.v1.beta1.ValidateEarlyStoppingSettingsRequest\x1a\x30.api.v1.beta1.ValidateEarlyStoppingSettingsReplyb\x06proto3') -) - -_PARAMETERTYPE = _descriptor.EnumDescriptor( - name='ParameterType', - full_name='api.v1.beta1.ParameterType', - filename=None, - file=DESCRIPTOR, - values=[ - _descriptor.EnumValueDescriptor( - name='UNKNOWN_TYPE', index=0, number=0, - options=None, - type=None), - _descriptor.EnumValueDescriptor( - name='DOUBLE', index=1, number=1, - options=None, - type=None), - _descriptor.EnumValueDescriptor( - name='INT', index=2, number=2, - options=None, - type=None), - _descriptor.EnumValueDescriptor( - name='DISCRETE', index=3, number=3, - options=None, - type=None), - _descriptor.EnumValueDescriptor( - name='CATEGORICAL', index=4, number=4, - options=None, - type=None), - ], - containing_type=None, - options=None, - serialized_start=4318, - serialized_end=4403, -) -_sym_db.RegisterEnumDescriptor(_PARAMETERTYPE) - -ParameterType = enum_type_wrapper.EnumTypeWrapper(_PARAMETERTYPE) -_OBJECTIVETYPE = _descriptor.EnumDescriptor( - name='ObjectiveType', - full_name='api.v1.beta1.ObjectiveType', - filename=None, - file=DESCRIPTOR, - values=[ - _descriptor.EnumValueDescriptor( - name='UNKNOWN', index=0, number=0, - options=None, - type=None), - _descriptor.EnumValueDescriptor( - name='MINIMIZE', index=1, number=1, - options=None, - type=None), - _descriptor.EnumValueDescriptor( - name='MAXIMIZE', index=2, number=2, - options=None, - type=None), - ], - containing_type=None, - options=None, - serialized_start=4405, - serialized_end=4461, -) -_sym_db.RegisterEnumDescriptor(_OBJECTIVETYPE) - -ObjectiveType = enum_type_wrapper.EnumTypeWrapper(_OBJECTIVETYPE) -_COMPARISONTYPE = _descriptor.EnumDescriptor( - name='ComparisonType', - full_name='api.v1.beta1.ComparisonType', - filename=None, - file=DESCRIPTOR, - values=[ - _descriptor.EnumValueDescriptor( - name='UNKNOWN_COMPARISON', index=0, number=0, - options=None, - type=None), - _descriptor.EnumValueDescriptor( - name='EQUAL', index=1, number=1, - options=None, - type=None), - _descriptor.EnumValueDescriptor( - name='LESS', index=2, number=2, - options=None, - type=None), - _descriptor.EnumValueDescriptor( - name='GREATER', index=3, number=3, - options=None, - type=None), - ], - containing_type=None, - options=None, - serialized_start=4463, - serialized_end=4537, -) -_sym_db.RegisterEnumDescriptor(_COMPARISONTYPE) - -ComparisonType = enum_type_wrapper.EnumTypeWrapper(_COMPARISONTYPE) -UNKNOWN_TYPE = 0 -DOUBLE = 1 -INT = 2 -DISCRETE = 3 -CATEGORICAL = 4 -UNKNOWN = 0 -MINIMIZE = 1 -MAXIMIZE = 2 -UNKNOWN_COMPARISON = 0 -EQUAL = 1 -LESS = 2 -GREATER = 3 - - -_TRIALSTATUS_TRIALCONDITIONTYPE = _descriptor.EnumDescriptor( - name='TrialConditionType', - full_name='api.v1.beta1.TrialStatus.TrialConditionType', - filename=None, - file=DESCRIPTOR, - values=[ - _descriptor.EnumValueDescriptor( - name='CREATED', index=0, number=0, - options=None, - type=None), - _descriptor.EnumValueDescriptor( - name='RUNNING', index=1, number=1, - options=None, - type=None), - _descriptor.EnumValueDescriptor( - name='SUCCEEDED', index=2, number=2, - options=None, - type=None), - _descriptor.EnumValueDescriptor( - name='KILLED', index=3, number=3, - options=None, - type=None), - _descriptor.EnumValueDescriptor( - name='FAILED', index=4, number=4, - options=None, - type=None), - _descriptor.EnumValueDescriptor( - name='METRICSUNAVAILABLE', index=5, number=5, - options=None, - type=None), - _descriptor.EnumValueDescriptor( - name='EARLYSTOPPED', index=6, number=6, - options=None, - type=None), - _descriptor.EnumValueDescriptor( - name='UNKNOWN', index=7, number=7, - options=None, - type=None), - ], - containing_type=None, - options=None, - serialized_start=2244, - serialized_end=2384, -) -_sym_db.RegisterEnumDescriptor(_TRIALSTATUS_TRIALCONDITIONTYPE) - - -_EXPERIMENT = _descriptor.Descriptor( - name='Experiment', - full_name='api.v1.beta1.Experiment', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='name', full_name='api.v1.beta1.Experiment.name', index=0, - number=1, 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='spec', full_name='api.v1.beta1.Experiment.spec', index=1, - number=2, 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=27, - serialized_end=97, -) - - -_EXPERIMENTSPEC_PARAMETERSPECS = _descriptor.Descriptor( - name='ParameterSpecs', - full_name='api.v1.beta1.ExperimentSpec.ParameterSpecs', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='parameters', full_name='api.v1.beta1.ExperimentSpec.ParameterSpecs.parameters', index=0, - number=1, 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=441, - serialized_end=506, -) - -_EXPERIMENTSPEC = _descriptor.Descriptor( - name='ExperimentSpec', - full_name='api.v1.beta1.ExperimentSpec', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='parameter_specs', full_name='api.v1.beta1.ExperimentSpec.parameter_specs', 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='objective', full_name='api.v1.beta1.ExperimentSpec.objective', index=1, - number=2, 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='algorithm', full_name='api.v1.beta1.ExperimentSpec.algorithm', index=2, - number=3, 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='early_stopping', full_name='api.v1.beta1.ExperimentSpec.early_stopping', index=3, - number=4, 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='parallel_trial_count', full_name='api.v1.beta1.ExperimentSpec.parallel_trial_count', index=4, - number=5, 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), - _descriptor.FieldDescriptor( - name='max_trial_count', full_name='api.v1.beta1.ExperimentSpec.max_trial_count', index=5, - number=6, 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), - _descriptor.FieldDescriptor( - name='nas_config', full_name='api.v1.beta1.ExperimentSpec.nas_config', index=6, - number=7, 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), - ], - extensions=[ - ], - nested_types=[_EXPERIMENTSPEC_PARAMETERSPECS, ], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=100, - serialized_end=506, -) - - -_PARAMETERSPEC = _descriptor.Descriptor( - name='ParameterSpec', - full_name='api.v1.beta1.ParameterSpec', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='name', full_name='api.v1.beta1.ParameterSpec.name', index=0, - number=1, 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='parameter_type', full_name='api.v1.beta1.ParameterSpec.parameter_type', index=1, - number=2, type=14, cpp_type=8, 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), - _descriptor.FieldDescriptor( - name='feasible_space', full_name='api.v1.beta1.ParameterSpec.feasible_space', index=2, - number=3, 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=509, - serialized_end=644, -) - - -_FEASIBLESPACE = _descriptor.Descriptor( - name='FeasibleSpace', - full_name='api.v1.beta1.FeasibleSpace', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='max', full_name='api.v1.beta1.FeasibleSpace.max', index=0, - number=1, 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='min', full_name='api.v1.beta1.FeasibleSpace.min', 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='list', full_name='api.v1.beta1.FeasibleSpace.list', index=2, - number=3, type=9, cpp_type=9, 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), - _descriptor.FieldDescriptor( - name='step', full_name='api.v1.beta1.FeasibleSpace.step', index=3, - number=4, 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=646, - serialized_end=715, -) - - -_OBJECTIVESPEC = _descriptor.Descriptor( - name='ObjectiveSpec', - full_name='api.v1.beta1.ObjectiveSpec', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='type', full_name='api.v1.beta1.ObjectiveSpec.type', index=0, - number=1, type=14, cpp_type=8, 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), - _descriptor.FieldDescriptor( - name='goal', full_name='api.v1.beta1.ObjectiveSpec.goal', index=1, - number=2, type=1, cpp_type=5, label=1, - has_default_value=False, default_value=float(0), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - options=None), - _descriptor.FieldDescriptor( - name='objective_metric_name', full_name='api.v1.beta1.ObjectiveSpec.objective_metric_name', index=2, - number=3, 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='additional_metric_names', full_name='api.v1.beta1.ObjectiveSpec.additional_metric_names', index=3, - number=4, type=9, cpp_type=9, 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=718, - serialized_end=854, -) - - -_ALGORITHMSPEC = _descriptor.Descriptor( - name='AlgorithmSpec', - full_name='api.v1.beta1.AlgorithmSpec', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='algorithm_name', full_name='api.v1.beta1.AlgorithmSpec.algorithm_name', index=0, - number=1, 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='algorithm_settings', full_name='api.v1.beta1.AlgorithmSpec.algorithm_settings', index=1, - number=2, 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=856, - serialized_end=955, -) - - -_ALGORITHMSETTING = _descriptor.Descriptor( - name='AlgorithmSetting', - full_name='api.v1.beta1.AlgorithmSetting', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='name', full_name='api.v1.beta1.AlgorithmSetting.name', index=0, - number=1, 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='value', full_name='api.v1.beta1.AlgorithmSetting.value', 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=957, - serialized_end=1004, -) - - -_EARLYSTOPPINGSPEC = _descriptor.Descriptor( - name='EarlyStoppingSpec', - full_name='api.v1.beta1.EarlyStoppingSpec', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='algorithm_name', full_name='api.v1.beta1.EarlyStoppingSpec.algorithm_name', index=0, - number=1, 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='algorithm_settings', full_name='api.v1.beta1.EarlyStoppingSpec.algorithm_settings', index=1, - number=2, 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=1006, - serialized_end=1113, -) - - -_EARLYSTOPPINGSETTING = _descriptor.Descriptor( - name='EarlyStoppingSetting', - full_name='api.v1.beta1.EarlyStoppingSetting', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='name', full_name='api.v1.beta1.EarlyStoppingSetting.name', index=0, - number=1, 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='value', full_name='api.v1.beta1.EarlyStoppingSetting.value', 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1115, - serialized_end=1166, -) - - -_NASCONFIG_OPERATIONS = _descriptor.Descriptor( - name='Operations', - full_name='api.v1.beta1.NasConfig.Operations', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='operation', full_name='api.v1.beta1.NasConfig.Operations.operation', index=0, - number=1, 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=1287, - serialized_end=1343, -) - -_NASCONFIG = _descriptor.Descriptor( - name='NasConfig', - full_name='api.v1.beta1.NasConfig', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='graph_config', full_name='api.v1.beta1.NasConfig.graph_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='operations', full_name='api.v1.beta1.NasConfig.operations', index=1, - number=2, 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), - ], - extensions=[ - ], - nested_types=[_NASCONFIG_OPERATIONS, ], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1169, - serialized_end=1343, -) - - -_GRAPHCONFIG = _descriptor.Descriptor( - name='GraphConfig', - full_name='api.v1.beta1.GraphConfig', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='num_layers', full_name='api.v1.beta1.GraphConfig.num_layers', 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), - _descriptor.FieldDescriptor( - name='input_sizes', full_name='api.v1.beta1.GraphConfig.input_sizes', index=1, - number=2, type=5, cpp_type=1, 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), - _descriptor.FieldDescriptor( - name='output_sizes', full_name='api.v1.beta1.GraphConfig.output_sizes', index=2, - number=3, type=5, cpp_type=1, 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=1345, - serialized_end=1421, -) - - -_OPERATION_PARAMETERSPECS = _descriptor.Descriptor( - name='ParameterSpecs', - full_name='api.v1.beta1.Operation.ParameterSpecs', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='parameters', full_name='api.v1.beta1.Operation.ParameterSpecs.parameters', index=0, - number=1, 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=441, - serialized_end=506, -) - -_OPERATION = _descriptor.Descriptor( - name='Operation', - full_name='api.v1.beta1.Operation', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='operation_type', full_name='api.v1.beta1.Operation.operation_type', index=0, - number=1, 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='parameter_specs', full_name='api.v1.beta1.Operation.parameter_specs', index=1, - number=2, 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), - ], - extensions=[ - ], - nested_types=[_OPERATION_PARAMETERSPECS, ], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1424, - serialized_end=1591, -) - - -_TRIAL = _descriptor.Descriptor( - name='Trial', - full_name='api.v1.beta1.Trial', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='name', full_name='api.v1.beta1.Trial.name', index=0, - number=1, 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='spec', full_name='api.v1.beta1.Trial.spec', index=1, - number=2, 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='status', full_name='api.v1.beta1.Trial.status', index=2, - number=3, 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1593, - serialized_end=1696, -) - - -_TRIALSPEC_PARAMETERASSIGNMENTS = _descriptor.Descriptor( - name='ParameterAssignments', - full_name='api.v1.beta1.TrialSpec.ParameterAssignments', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='assignments', full_name='api.v1.beta1.TrialSpec.ParameterAssignments.assignments', index=0, - number=1, 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=1890, - serialized_end=1968, -) - -_TRIALSPEC_LABELSENTRY = _descriptor.Descriptor( - name='LabelsEntry', - full_name='api.v1.beta1.TrialSpec.LabelsEntry', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='key', full_name='api.v1.beta1.TrialSpec.LabelsEntry.key', index=0, - number=1, 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='value', full_name='api.v1.beta1.TrialSpec.LabelsEntry.value', 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=_descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001')), - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1970, - serialized_end=2015, -) - -_TRIALSPEC = _descriptor.Descriptor( - name='TrialSpec', - full_name='api.v1.beta1.TrialSpec', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='objective', full_name='api.v1.beta1.TrialSpec.objective', index=0, - number=2, 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='parameter_assignments', full_name='api.v1.beta1.TrialSpec.parameter_assignments', index=1, - number=3, 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='labels', full_name='api.v1.beta1.TrialSpec.labels', index=2, - number=4, 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=[_TRIALSPEC_PARAMETERASSIGNMENTS, _TRIALSPEC_LABELSENTRY, ], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1699, - serialized_end=2015, -) - - -_PARAMETERASSIGNMENT = _descriptor.Descriptor( - name='ParameterAssignment', - full_name='api.v1.beta1.ParameterAssignment', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='name', full_name='api.v1.beta1.ParameterAssignment.name', index=0, - number=1, 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='value', full_name='api.v1.beta1.ParameterAssignment.value', 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=2017, - serialized_end=2067, -) - - -_TRIALSTATUS = _descriptor.Descriptor( - name='TrialStatus', - full_name='api.v1.beta1.TrialStatus', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='start_time', full_name='api.v1.beta1.TrialStatus.start_time', index=0, - number=1, 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='completion_time', full_name='api.v1.beta1.TrialStatus.completion_time', 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='condition', full_name='api.v1.beta1.TrialStatus.condition', index=2, - number=3, type=14, cpp_type=8, 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), - _descriptor.FieldDescriptor( - name='observation', full_name='api.v1.beta1.TrialStatus.observation', index=3, - number=4, 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - _TRIALSTATUS_TRIALCONDITIONTYPE, - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=2070, - serialized_end=2384, -) - - -_OBSERVATION = _descriptor.Descriptor( - name='Observation', - full_name='api.v1.beta1.Observation', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='metrics', full_name='api.v1.beta1.Observation.metrics', index=0, - number=1, 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=2386, - serialized_end=2438, -) - - -_METRIC = _descriptor.Descriptor( - name='Metric', - full_name='api.v1.beta1.Metric', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='name', full_name='api.v1.beta1.Metric.name', index=0, - number=1, 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='value', full_name='api.v1.beta1.Metric.value', 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=2440, - serialized_end=2477, -) - - -_REPORTOBSERVATIONLOGREQUEST = _descriptor.Descriptor( - name='ReportObservationLogRequest', - full_name='api.v1.beta1.ReportObservationLogRequest', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='trial_name', full_name='api.v1.beta1.ReportObservationLogRequest.trial_name', index=0, - number=1, 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='observation_log', full_name='api.v1.beta1.ReportObservationLogRequest.observation_log', index=1, - number=2, 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=2479, - serialized_end=2583, -) - - -_REPORTOBSERVATIONLOGREPLY = _descriptor.Descriptor( - name='ReportObservationLogReply', - full_name='api.v1.beta1.ReportObservationLogReply', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=2585, - serialized_end=2612, -) - - -_OBSERVATIONLOG = _descriptor.Descriptor( - name='ObservationLog', - full_name='api.v1.beta1.ObservationLog', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='metric_logs', full_name='api.v1.beta1.ObservationLog.metric_logs', index=0, - number=1, 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=2614, - serialized_end=2676, -) - - -_METRICLOG = _descriptor.Descriptor( - name='MetricLog', - full_name='api.v1.beta1.MetricLog', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='time_stamp', full_name='api.v1.beta1.MetricLog.time_stamp', index=0, - number=1, 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='metric', full_name='api.v1.beta1.MetricLog.metric', index=1, - number=2, 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=2678, - serialized_end=2747, -) - - -_GETOBSERVATIONLOGREQUEST = _descriptor.Descriptor( - name='GetObservationLogRequest', - full_name='api.v1.beta1.GetObservationLogRequest', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='trial_name', full_name='api.v1.beta1.GetObservationLogRequest.trial_name', index=0, - number=1, 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='metric_name', full_name='api.v1.beta1.GetObservationLogRequest.metric_name', 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='start_time', full_name='api.v1.beta1.GetObservationLogRequest.start_time', index=2, - number=3, 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='end_time', full_name='api.v1.beta1.GetObservationLogRequest.end_time', index=3, - number=4, 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=2749, - serialized_end=2854, -) - - -_GETOBSERVATIONLOGREPLY = _descriptor.Descriptor( - name='GetObservationLogReply', - full_name='api.v1.beta1.GetObservationLogReply', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='observation_log', full_name='api.v1.beta1.GetObservationLogReply.observation_log', 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=2856, - serialized_end=2935, -) - - -_DELETEOBSERVATIONLOGREQUEST = _descriptor.Descriptor( - name='DeleteObservationLogRequest', - full_name='api.v1.beta1.DeleteObservationLogRequest', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='trial_name', full_name='api.v1.beta1.DeleteObservationLogRequest.trial_name', index=0, - number=1, 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=2937, - serialized_end=2986, -) - - -_DELETEOBSERVATIONLOGREPLY = _descriptor.Descriptor( - name='DeleteObservationLogReply', - full_name='api.v1.beta1.DeleteObservationLogReply', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=2988, - serialized_end=3015, -) - - -_GETSUGGESTIONSREQUEST = _descriptor.Descriptor( - name='GetSuggestionsRequest', - full_name='api.v1.beta1.GetSuggestionsRequest', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='experiment', full_name='api.v1.beta1.GetSuggestionsRequest.experiment', 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='trials', full_name='api.v1.beta1.GetSuggestionsRequest.trials', index=1, - number=2, 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), - _descriptor.FieldDescriptor( - name='current_request_number', full_name='api.v1.beta1.GetSuggestionsRequest.current_request_number', index=2, - number=4, 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), - _descriptor.FieldDescriptor( - name='total_request_number', full_name='api.v1.beta1.GetSuggestionsRequest.total_request_number', index=3, - number=5, 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=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=3018, - serialized_end=3186, -) - - -_GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS_LABELSENTRY = _descriptor.Descriptor( - name='LabelsEntry', - full_name='api.v1.beta1.GetSuggestionsReply.ParameterAssignments.LabelsEntry', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='key', full_name='api.v1.beta1.GetSuggestionsReply.ParameterAssignments.LabelsEntry.key', index=0, - number=1, 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='value', full_name='api.v1.beta1.GetSuggestionsReply.ParameterAssignments.LabelsEntry.value', 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=_descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001')), - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1970, - serialized_end=2015, -) - -_GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS = _descriptor.Descriptor( - name='ParameterAssignments', - full_name='api.v1.beta1.GetSuggestionsReply.ParameterAssignments', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='assignments', full_name='api.v1.beta1.GetSuggestionsReply.ParameterAssignments.assignments', index=0, - number=1, 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), - _descriptor.FieldDescriptor( - name='trial_name', full_name='api.v1.beta1.GetSuggestionsReply.ParameterAssignments.trial_name', 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='labels', full_name='api.v1.beta1.GetSuggestionsReply.ParameterAssignments.labels', 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=[_GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS_LABELSENTRY, ], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=3411, - serialized_end=3640, -) - -_GETSUGGESTIONSREPLY = _descriptor.Descriptor( - name='GetSuggestionsReply', - full_name='api.v1.beta1.GetSuggestionsReply', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='parameter_assignments', full_name='api.v1.beta1.GetSuggestionsReply.parameter_assignments', index=0, - number=1, 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), - _descriptor.FieldDescriptor( - name='algorithm', full_name='api.v1.beta1.GetSuggestionsReply.algorithm', index=1, - number=2, 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='early_stopping_rules', full_name='api.v1.beta1.GetSuggestionsReply.early_stopping_rules', 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=[_GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS, ], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=3189, - serialized_end=3640, -) - - -_VALIDATEALGORITHMSETTINGSREQUEST = _descriptor.Descriptor( - name='ValidateAlgorithmSettingsRequest', - full_name='api.v1.beta1.ValidateAlgorithmSettingsRequest', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='experiment', full_name='api.v1.beta1.ValidateAlgorithmSettingsRequest.experiment', 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=3642, - serialized_end=3722, -) - - -_VALIDATEALGORITHMSETTINGSREPLY = _descriptor.Descriptor( - name='ValidateAlgorithmSettingsReply', - full_name='api.v1.beta1.ValidateAlgorithmSettingsReply', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=3724, - serialized_end=3756, -) - - -_GETEARLYSTOPPINGRULESREQUEST = _descriptor.Descriptor( - name='GetEarlyStoppingRulesRequest', - full_name='api.v1.beta1.GetEarlyStoppingRulesRequest', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='experiment', full_name='api.v1.beta1.GetEarlyStoppingRulesRequest.experiment', 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='trials', full_name='api.v1.beta1.GetEarlyStoppingRulesRequest.trials', index=1, - number=2, 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), - _descriptor.FieldDescriptor( - name='db_manager_address', full_name='api.v1.beta1.GetEarlyStoppingRulesRequest.db_manager_address', index=2, - number=3, 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=3759, - serialized_end=3900, -) - - -_GETEARLYSTOPPINGRULESREPLY = _descriptor.Descriptor( - name='GetEarlyStoppingRulesReply', - full_name='api.v1.beta1.GetEarlyStoppingRulesReply', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='early_stopping_rules', full_name='api.v1.beta1.GetEarlyStoppingRulesReply.early_stopping_rules', index=0, - number=1, 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=3902, - serialized_end=3993, -) - - -_EARLYSTOPPINGRULE = _descriptor.Descriptor( - name='EarlyStoppingRule', - full_name='api.v1.beta1.EarlyStoppingRule', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='name', full_name='api.v1.beta1.EarlyStoppingRule.name', index=0, - number=1, 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='value', full_name='api.v1.beta1.EarlyStoppingRule.value', 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='comparison', full_name='api.v1.beta1.EarlyStoppingRule.comparison', index=2, - number=3, type=14, cpp_type=8, 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), - _descriptor.FieldDescriptor( - name='start_step', full_name='api.v1.beta1.EarlyStoppingRule.start_step', index=3, - number=4, 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=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=3995, - serialized_end=4113, -) - - -_VALIDATEEARLYSTOPPINGSETTINGSREQUEST = _descriptor.Descriptor( - name='ValidateEarlyStoppingSettingsRequest', - full_name='api.v1.beta1.ValidateEarlyStoppingSettingsRequest', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='early_stopping', full_name='api.v1.beta1.ValidateEarlyStoppingSettingsRequest.early_stopping', 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=4115, - serialized_end=4210, -) - - -_VALIDATEEARLYSTOPPINGSETTINGSREPLY = _descriptor.Descriptor( - name='ValidateEarlyStoppingSettingsReply', - full_name='api.v1.beta1.ValidateEarlyStoppingSettingsReply', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=4212, - serialized_end=4248, -) - - -_SETTRIALSTATUSREQUEST = _descriptor.Descriptor( - name='SetTrialStatusRequest', - full_name='api.v1.beta1.SetTrialStatusRequest', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - _descriptor.FieldDescriptor( - name='trial_name', full_name='api.v1.beta1.SetTrialStatusRequest.trial_name', index=0, - number=1, 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), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=4250, - serialized_end=4293, -) - - -_SETTRIALSTATUSREPLY = _descriptor.Descriptor( - name='SetTrialStatusReply', - full_name='api.v1.beta1.SetTrialStatusReply', - filename=None, - file=DESCRIPTOR, - containing_type=None, - fields=[ - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=4295, - serialized_end=4316, -) - -_EXPERIMENT.fields_by_name['spec'].message_type = _EXPERIMENTSPEC -_EXPERIMENTSPEC_PARAMETERSPECS.fields_by_name['parameters'].message_type = _PARAMETERSPEC -_EXPERIMENTSPEC_PARAMETERSPECS.containing_type = _EXPERIMENTSPEC -_EXPERIMENTSPEC.fields_by_name['parameter_specs'].message_type = _EXPERIMENTSPEC_PARAMETERSPECS -_EXPERIMENTSPEC.fields_by_name['objective'].message_type = _OBJECTIVESPEC -_EXPERIMENTSPEC.fields_by_name['algorithm'].message_type = _ALGORITHMSPEC -_EXPERIMENTSPEC.fields_by_name['early_stopping'].message_type = _EARLYSTOPPINGSPEC -_EXPERIMENTSPEC.fields_by_name['nas_config'].message_type = _NASCONFIG -_PARAMETERSPEC.fields_by_name['parameter_type'].enum_type = _PARAMETERTYPE -_PARAMETERSPEC.fields_by_name['feasible_space'].message_type = _FEASIBLESPACE -_OBJECTIVESPEC.fields_by_name['type'].enum_type = _OBJECTIVETYPE -_ALGORITHMSPEC.fields_by_name['algorithm_settings'].message_type = _ALGORITHMSETTING -_EARLYSTOPPINGSPEC.fields_by_name['algorithm_settings'].message_type = _EARLYSTOPPINGSETTING -_NASCONFIG_OPERATIONS.fields_by_name['operation'].message_type = _OPERATION -_NASCONFIG_OPERATIONS.containing_type = _NASCONFIG -_NASCONFIG.fields_by_name['graph_config'].message_type = _GRAPHCONFIG -_NASCONFIG.fields_by_name['operations'].message_type = _NASCONFIG_OPERATIONS -_OPERATION_PARAMETERSPECS.fields_by_name['parameters'].message_type = _PARAMETERSPEC -_OPERATION_PARAMETERSPECS.containing_type = _OPERATION -_OPERATION.fields_by_name['parameter_specs'].message_type = _OPERATION_PARAMETERSPECS -_TRIAL.fields_by_name['spec'].message_type = _TRIALSPEC -_TRIAL.fields_by_name['status'].message_type = _TRIALSTATUS -_TRIALSPEC_PARAMETERASSIGNMENTS.fields_by_name['assignments'].message_type = _PARAMETERASSIGNMENT -_TRIALSPEC_PARAMETERASSIGNMENTS.containing_type = _TRIALSPEC -_TRIALSPEC_LABELSENTRY.containing_type = _TRIALSPEC -_TRIALSPEC.fields_by_name['objective'].message_type = _OBJECTIVESPEC -_TRIALSPEC.fields_by_name['parameter_assignments'].message_type = _TRIALSPEC_PARAMETERASSIGNMENTS -_TRIALSPEC.fields_by_name['labels'].message_type = _TRIALSPEC_LABELSENTRY -_TRIALSTATUS.fields_by_name['condition'].enum_type = _TRIALSTATUS_TRIALCONDITIONTYPE -_TRIALSTATUS.fields_by_name['observation'].message_type = _OBSERVATION -_TRIALSTATUS_TRIALCONDITIONTYPE.containing_type = _TRIALSTATUS -_OBSERVATION.fields_by_name['metrics'].message_type = _METRIC -_REPORTOBSERVATIONLOGREQUEST.fields_by_name['observation_log'].message_type = _OBSERVATIONLOG -_OBSERVATIONLOG.fields_by_name['metric_logs'].message_type = _METRICLOG -_METRICLOG.fields_by_name['metric'].message_type = _METRIC -_GETOBSERVATIONLOGREPLY.fields_by_name['observation_log'].message_type = _OBSERVATIONLOG -_GETSUGGESTIONSREQUEST.fields_by_name['experiment'].message_type = _EXPERIMENT -_GETSUGGESTIONSREQUEST.fields_by_name['trials'].message_type = _TRIAL -_GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS_LABELSENTRY.containing_type = _GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS -_GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS.fields_by_name['assignments'].message_type = _PARAMETERASSIGNMENT -_GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS.fields_by_name['labels'].message_type = _GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS_LABELSENTRY -_GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS.containing_type = _GETSUGGESTIONSREPLY -_GETSUGGESTIONSREPLY.fields_by_name['parameter_assignments'].message_type = _GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS -_GETSUGGESTIONSREPLY.fields_by_name['algorithm'].message_type = _ALGORITHMSPEC -_GETSUGGESTIONSREPLY.fields_by_name['early_stopping_rules'].message_type = _EARLYSTOPPINGRULE -_VALIDATEALGORITHMSETTINGSREQUEST.fields_by_name['experiment'].message_type = _EXPERIMENT -_GETEARLYSTOPPINGRULESREQUEST.fields_by_name['experiment'].message_type = _EXPERIMENT -_GETEARLYSTOPPINGRULESREQUEST.fields_by_name['trials'].message_type = _TRIAL -_GETEARLYSTOPPINGRULESREPLY.fields_by_name['early_stopping_rules'].message_type = _EARLYSTOPPINGRULE -_EARLYSTOPPINGRULE.fields_by_name['comparison'].enum_type = _COMPARISONTYPE -_VALIDATEEARLYSTOPPINGSETTINGSREQUEST.fields_by_name['early_stopping'].message_type = _EARLYSTOPPINGSPEC -DESCRIPTOR.message_types_by_name['Experiment'] = _EXPERIMENT -DESCRIPTOR.message_types_by_name['ExperimentSpec'] = _EXPERIMENTSPEC -DESCRIPTOR.message_types_by_name['ParameterSpec'] = _PARAMETERSPEC -DESCRIPTOR.message_types_by_name['FeasibleSpace'] = _FEASIBLESPACE -DESCRIPTOR.message_types_by_name['ObjectiveSpec'] = _OBJECTIVESPEC -DESCRIPTOR.message_types_by_name['AlgorithmSpec'] = _ALGORITHMSPEC -DESCRIPTOR.message_types_by_name['AlgorithmSetting'] = _ALGORITHMSETTING -DESCRIPTOR.message_types_by_name['EarlyStoppingSpec'] = _EARLYSTOPPINGSPEC -DESCRIPTOR.message_types_by_name['EarlyStoppingSetting'] = _EARLYSTOPPINGSETTING -DESCRIPTOR.message_types_by_name['NasConfig'] = _NASCONFIG -DESCRIPTOR.message_types_by_name['GraphConfig'] = _GRAPHCONFIG -DESCRIPTOR.message_types_by_name['Operation'] = _OPERATION -DESCRIPTOR.message_types_by_name['Trial'] = _TRIAL -DESCRIPTOR.message_types_by_name['TrialSpec'] = _TRIALSPEC -DESCRIPTOR.message_types_by_name['ParameterAssignment'] = _PARAMETERASSIGNMENT -DESCRIPTOR.message_types_by_name['TrialStatus'] = _TRIALSTATUS -DESCRIPTOR.message_types_by_name['Observation'] = _OBSERVATION -DESCRIPTOR.message_types_by_name['Metric'] = _METRIC -DESCRIPTOR.message_types_by_name['ReportObservationLogRequest'] = _REPORTOBSERVATIONLOGREQUEST -DESCRIPTOR.message_types_by_name['ReportObservationLogReply'] = _REPORTOBSERVATIONLOGREPLY -DESCRIPTOR.message_types_by_name['ObservationLog'] = _OBSERVATIONLOG -DESCRIPTOR.message_types_by_name['MetricLog'] = _METRICLOG -DESCRIPTOR.message_types_by_name['GetObservationLogRequest'] = _GETOBSERVATIONLOGREQUEST -DESCRIPTOR.message_types_by_name['GetObservationLogReply'] = _GETOBSERVATIONLOGREPLY -DESCRIPTOR.message_types_by_name['DeleteObservationLogRequest'] = _DELETEOBSERVATIONLOGREQUEST -DESCRIPTOR.message_types_by_name['DeleteObservationLogReply'] = _DELETEOBSERVATIONLOGREPLY -DESCRIPTOR.message_types_by_name['GetSuggestionsRequest'] = _GETSUGGESTIONSREQUEST -DESCRIPTOR.message_types_by_name['GetSuggestionsReply'] = _GETSUGGESTIONSREPLY -DESCRIPTOR.message_types_by_name['ValidateAlgorithmSettingsRequest'] = _VALIDATEALGORITHMSETTINGSREQUEST -DESCRIPTOR.message_types_by_name['ValidateAlgorithmSettingsReply'] = _VALIDATEALGORITHMSETTINGSREPLY -DESCRIPTOR.message_types_by_name['GetEarlyStoppingRulesRequest'] = _GETEARLYSTOPPINGRULESREQUEST -DESCRIPTOR.message_types_by_name['GetEarlyStoppingRulesReply'] = _GETEARLYSTOPPINGRULESREPLY -DESCRIPTOR.message_types_by_name['EarlyStoppingRule'] = _EARLYSTOPPINGRULE -DESCRIPTOR.message_types_by_name['ValidateEarlyStoppingSettingsRequest'] = _VALIDATEEARLYSTOPPINGSETTINGSREQUEST -DESCRIPTOR.message_types_by_name['ValidateEarlyStoppingSettingsReply'] = _VALIDATEEARLYSTOPPINGSETTINGSREPLY -DESCRIPTOR.message_types_by_name['SetTrialStatusRequest'] = _SETTRIALSTATUSREQUEST -DESCRIPTOR.message_types_by_name['SetTrialStatusReply'] = _SETTRIALSTATUSREPLY -DESCRIPTOR.enum_types_by_name['ParameterType'] = _PARAMETERTYPE -DESCRIPTOR.enum_types_by_name['ObjectiveType'] = _OBJECTIVETYPE -DESCRIPTOR.enum_types_by_name['ComparisonType'] = _COMPARISONTYPE -_sym_db.RegisterFileDescriptor(DESCRIPTOR) - -Experiment = _reflection.GeneratedProtocolMessageType('Experiment', (_message.Message,), dict( - DESCRIPTOR = _EXPERIMENT, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.Experiment) - )) -_sym_db.RegisterMessage(Experiment) - -ExperimentSpec = _reflection.GeneratedProtocolMessageType('ExperimentSpec', (_message.Message,), dict( - - ParameterSpecs = _reflection.GeneratedProtocolMessageType('ParameterSpecs', (_message.Message,), dict( - DESCRIPTOR = _EXPERIMENTSPEC_PARAMETERSPECS, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.ExperimentSpec.ParameterSpecs) - )) - , - DESCRIPTOR = _EXPERIMENTSPEC, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.ExperimentSpec) - )) -_sym_db.RegisterMessage(ExperimentSpec) -_sym_db.RegisterMessage(ExperimentSpec.ParameterSpecs) - -ParameterSpec = _reflection.GeneratedProtocolMessageType('ParameterSpec', (_message.Message,), dict( - DESCRIPTOR = _PARAMETERSPEC, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.ParameterSpec) - )) -_sym_db.RegisterMessage(ParameterSpec) - -FeasibleSpace = _reflection.GeneratedProtocolMessageType('FeasibleSpace', (_message.Message,), dict( - DESCRIPTOR = _FEASIBLESPACE, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.FeasibleSpace) - )) -_sym_db.RegisterMessage(FeasibleSpace) - -ObjectiveSpec = _reflection.GeneratedProtocolMessageType('ObjectiveSpec', (_message.Message,), dict( - DESCRIPTOR = _OBJECTIVESPEC, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.ObjectiveSpec) - )) -_sym_db.RegisterMessage(ObjectiveSpec) - -AlgorithmSpec = _reflection.GeneratedProtocolMessageType('AlgorithmSpec', (_message.Message,), dict( - DESCRIPTOR = _ALGORITHMSPEC, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.AlgorithmSpec) - )) -_sym_db.RegisterMessage(AlgorithmSpec) - -AlgorithmSetting = _reflection.GeneratedProtocolMessageType('AlgorithmSetting', (_message.Message,), dict( - DESCRIPTOR = _ALGORITHMSETTING, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.AlgorithmSetting) - )) -_sym_db.RegisterMessage(AlgorithmSetting) - -EarlyStoppingSpec = _reflection.GeneratedProtocolMessageType('EarlyStoppingSpec', (_message.Message,), dict( - DESCRIPTOR = _EARLYSTOPPINGSPEC, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.EarlyStoppingSpec) - )) -_sym_db.RegisterMessage(EarlyStoppingSpec) - -EarlyStoppingSetting = _reflection.GeneratedProtocolMessageType('EarlyStoppingSetting', (_message.Message,), dict( - DESCRIPTOR = _EARLYSTOPPINGSETTING, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.EarlyStoppingSetting) - )) -_sym_db.RegisterMessage(EarlyStoppingSetting) - -NasConfig = _reflection.GeneratedProtocolMessageType('NasConfig', (_message.Message,), dict( - - Operations = _reflection.GeneratedProtocolMessageType('Operations', (_message.Message,), dict( - DESCRIPTOR = _NASCONFIG_OPERATIONS, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.NasConfig.Operations) - )) - , - DESCRIPTOR = _NASCONFIG, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.NasConfig) - )) -_sym_db.RegisterMessage(NasConfig) -_sym_db.RegisterMessage(NasConfig.Operations) - -GraphConfig = _reflection.GeneratedProtocolMessageType('GraphConfig', (_message.Message,), dict( - DESCRIPTOR = _GRAPHCONFIG, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.GraphConfig) - )) -_sym_db.RegisterMessage(GraphConfig) - -Operation = _reflection.GeneratedProtocolMessageType('Operation', (_message.Message,), dict( - - ParameterSpecs = _reflection.GeneratedProtocolMessageType('ParameterSpecs', (_message.Message,), dict( - DESCRIPTOR = _OPERATION_PARAMETERSPECS, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.Operation.ParameterSpecs) - )) - , - DESCRIPTOR = _OPERATION, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.Operation) - )) -_sym_db.RegisterMessage(Operation) -_sym_db.RegisterMessage(Operation.ParameterSpecs) - -Trial = _reflection.GeneratedProtocolMessageType('Trial', (_message.Message,), dict( - DESCRIPTOR = _TRIAL, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.Trial) - )) -_sym_db.RegisterMessage(Trial) - -TrialSpec = _reflection.GeneratedProtocolMessageType('TrialSpec', (_message.Message,), dict( - - ParameterAssignments = _reflection.GeneratedProtocolMessageType('ParameterAssignments', (_message.Message,), dict( - DESCRIPTOR = _TRIALSPEC_PARAMETERASSIGNMENTS, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.TrialSpec.ParameterAssignments) - )) - , - - LabelsEntry = _reflection.GeneratedProtocolMessageType('LabelsEntry', (_message.Message,), dict( - DESCRIPTOR = _TRIALSPEC_LABELSENTRY, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.TrialSpec.LabelsEntry) - )) - , - DESCRIPTOR = _TRIALSPEC, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.TrialSpec) - )) -_sym_db.RegisterMessage(TrialSpec) -_sym_db.RegisterMessage(TrialSpec.ParameterAssignments) -_sym_db.RegisterMessage(TrialSpec.LabelsEntry) - -ParameterAssignment = _reflection.GeneratedProtocolMessageType('ParameterAssignment', (_message.Message,), dict( - DESCRIPTOR = _PARAMETERASSIGNMENT, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.ParameterAssignment) - )) -_sym_db.RegisterMessage(ParameterAssignment) - -TrialStatus = _reflection.GeneratedProtocolMessageType('TrialStatus', (_message.Message,), dict( - DESCRIPTOR = _TRIALSTATUS, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.TrialStatus) - )) -_sym_db.RegisterMessage(TrialStatus) - -Observation = _reflection.GeneratedProtocolMessageType('Observation', (_message.Message,), dict( - DESCRIPTOR = _OBSERVATION, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.Observation) - )) -_sym_db.RegisterMessage(Observation) - -Metric = _reflection.GeneratedProtocolMessageType('Metric', (_message.Message,), dict( - DESCRIPTOR = _METRIC, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.Metric) - )) -_sym_db.RegisterMessage(Metric) - -ReportObservationLogRequest = _reflection.GeneratedProtocolMessageType('ReportObservationLogRequest', (_message.Message,), dict( - DESCRIPTOR = _REPORTOBSERVATIONLOGREQUEST, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.ReportObservationLogRequest) - )) -_sym_db.RegisterMessage(ReportObservationLogRequest) - -ReportObservationLogReply = _reflection.GeneratedProtocolMessageType('ReportObservationLogReply', (_message.Message,), dict( - DESCRIPTOR = _REPORTOBSERVATIONLOGREPLY, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.ReportObservationLogReply) - )) -_sym_db.RegisterMessage(ReportObservationLogReply) - -ObservationLog = _reflection.GeneratedProtocolMessageType('ObservationLog', (_message.Message,), dict( - DESCRIPTOR = _OBSERVATIONLOG, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.ObservationLog) - )) -_sym_db.RegisterMessage(ObservationLog) - -MetricLog = _reflection.GeneratedProtocolMessageType('MetricLog', (_message.Message,), dict( - DESCRIPTOR = _METRICLOG, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.MetricLog) - )) -_sym_db.RegisterMessage(MetricLog) - -GetObservationLogRequest = _reflection.GeneratedProtocolMessageType('GetObservationLogRequest', (_message.Message,), dict( - DESCRIPTOR = _GETOBSERVATIONLOGREQUEST, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.GetObservationLogRequest) - )) -_sym_db.RegisterMessage(GetObservationLogRequest) - -GetObservationLogReply = _reflection.GeneratedProtocolMessageType('GetObservationLogReply', (_message.Message,), dict( - DESCRIPTOR = _GETOBSERVATIONLOGREPLY, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.GetObservationLogReply) - )) -_sym_db.RegisterMessage(GetObservationLogReply) - -DeleteObservationLogRequest = _reflection.GeneratedProtocolMessageType('DeleteObservationLogRequest', (_message.Message,), dict( - DESCRIPTOR = _DELETEOBSERVATIONLOGREQUEST, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.DeleteObservationLogRequest) - )) -_sym_db.RegisterMessage(DeleteObservationLogRequest) - -DeleteObservationLogReply = _reflection.GeneratedProtocolMessageType('DeleteObservationLogReply', (_message.Message,), dict( - DESCRIPTOR = _DELETEOBSERVATIONLOGREPLY, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.DeleteObservationLogReply) - )) -_sym_db.RegisterMessage(DeleteObservationLogReply) - -GetSuggestionsRequest = _reflection.GeneratedProtocolMessageType('GetSuggestionsRequest', (_message.Message,), dict( - DESCRIPTOR = _GETSUGGESTIONSREQUEST, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.GetSuggestionsRequest) - )) -_sym_db.RegisterMessage(GetSuggestionsRequest) - -GetSuggestionsReply = _reflection.GeneratedProtocolMessageType('GetSuggestionsReply', (_message.Message,), dict( - - ParameterAssignments = _reflection.GeneratedProtocolMessageType('ParameterAssignments', (_message.Message,), dict( - - LabelsEntry = _reflection.GeneratedProtocolMessageType('LabelsEntry', (_message.Message,), dict( - DESCRIPTOR = _GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS_LABELSENTRY, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.GetSuggestionsReply.ParameterAssignments.LabelsEntry) - )) - , - DESCRIPTOR = _GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.GetSuggestionsReply.ParameterAssignments) - )) - , - DESCRIPTOR = _GETSUGGESTIONSREPLY, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.GetSuggestionsReply) - )) -_sym_db.RegisterMessage(GetSuggestionsReply) -_sym_db.RegisterMessage(GetSuggestionsReply.ParameterAssignments) -_sym_db.RegisterMessage(GetSuggestionsReply.ParameterAssignments.LabelsEntry) - -ValidateAlgorithmSettingsRequest = _reflection.GeneratedProtocolMessageType('ValidateAlgorithmSettingsRequest', (_message.Message,), dict( - DESCRIPTOR = _VALIDATEALGORITHMSETTINGSREQUEST, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.ValidateAlgorithmSettingsRequest) - )) -_sym_db.RegisterMessage(ValidateAlgorithmSettingsRequest) - -ValidateAlgorithmSettingsReply = _reflection.GeneratedProtocolMessageType('ValidateAlgorithmSettingsReply', (_message.Message,), dict( - DESCRIPTOR = _VALIDATEALGORITHMSETTINGSREPLY, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.ValidateAlgorithmSettingsReply) - )) -_sym_db.RegisterMessage(ValidateAlgorithmSettingsReply) - -GetEarlyStoppingRulesRequest = _reflection.GeneratedProtocolMessageType('GetEarlyStoppingRulesRequest', (_message.Message,), dict( - DESCRIPTOR = _GETEARLYSTOPPINGRULESREQUEST, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.GetEarlyStoppingRulesRequest) - )) -_sym_db.RegisterMessage(GetEarlyStoppingRulesRequest) - -GetEarlyStoppingRulesReply = _reflection.GeneratedProtocolMessageType('GetEarlyStoppingRulesReply', (_message.Message,), dict( - DESCRIPTOR = _GETEARLYSTOPPINGRULESREPLY, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.GetEarlyStoppingRulesReply) - )) -_sym_db.RegisterMessage(GetEarlyStoppingRulesReply) - -EarlyStoppingRule = _reflection.GeneratedProtocolMessageType('EarlyStoppingRule', (_message.Message,), dict( - DESCRIPTOR = _EARLYSTOPPINGRULE, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.EarlyStoppingRule) - )) -_sym_db.RegisterMessage(EarlyStoppingRule) - -ValidateEarlyStoppingSettingsRequest = _reflection.GeneratedProtocolMessageType('ValidateEarlyStoppingSettingsRequest', (_message.Message,), dict( - DESCRIPTOR = _VALIDATEEARLYSTOPPINGSETTINGSREQUEST, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.ValidateEarlyStoppingSettingsRequest) - )) -_sym_db.RegisterMessage(ValidateEarlyStoppingSettingsRequest) - -ValidateEarlyStoppingSettingsReply = _reflection.GeneratedProtocolMessageType('ValidateEarlyStoppingSettingsReply', (_message.Message,), dict( - DESCRIPTOR = _VALIDATEEARLYSTOPPINGSETTINGSREPLY, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.ValidateEarlyStoppingSettingsReply) - )) -_sym_db.RegisterMessage(ValidateEarlyStoppingSettingsReply) - -SetTrialStatusRequest = _reflection.GeneratedProtocolMessageType('SetTrialStatusRequest', (_message.Message,), dict( - DESCRIPTOR = _SETTRIALSTATUSREQUEST, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.SetTrialStatusRequest) - )) -_sym_db.RegisterMessage(SetTrialStatusRequest) - -SetTrialStatusReply = _reflection.GeneratedProtocolMessageType('SetTrialStatusReply', (_message.Message,), dict( - DESCRIPTOR = _SETTRIALSTATUSREPLY, - __module__ = 'api_pb2' - # @@protoc_insertion_point(class_scope:api.v1.beta1.SetTrialStatusReply) - )) -_sym_db.RegisterMessage(SetTrialStatusReply) - - -_TRIALSPEC_LABELSENTRY.has_options = True -_TRIALSPEC_LABELSENTRY._options = _descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001')) -_GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS_LABELSENTRY.has_options = True -_GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS_LABELSENTRY._options = _descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001')) - -_DBMANAGER = _descriptor.ServiceDescriptor( - name='DBManager', - full_name='api.v1.beta1.DBManager', - file=DESCRIPTOR, - index=0, - options=None, - serialized_start=4540, - serialized_end=4866, - methods=[ - _descriptor.MethodDescriptor( - name='ReportObservationLog', - full_name='api.v1.beta1.DBManager.ReportObservationLog', - index=0, - containing_service=None, - input_type=_REPORTOBSERVATIONLOGREQUEST, - output_type=_REPORTOBSERVATIONLOGREPLY, - options=None, - ), - _descriptor.MethodDescriptor( - name='GetObservationLog', - full_name='api.v1.beta1.DBManager.GetObservationLog', - index=1, - containing_service=None, - input_type=_GETOBSERVATIONLOGREQUEST, - output_type=_GETOBSERVATIONLOGREPLY, - options=None, - ), - _descriptor.MethodDescriptor( - name='DeleteObservationLog', - full_name='api.v1.beta1.DBManager.DeleteObservationLog', - index=2, - containing_service=None, - input_type=_DELETEOBSERVATIONLOGREQUEST, - output_type=_DELETEOBSERVATIONLOGREPLY, - options=None, - ), -]) -_sym_db.RegisterServiceDescriptor(_DBMANAGER) - -DESCRIPTOR.services_by_name['DBManager'] = _DBMANAGER - - -_SUGGESTION = _descriptor.ServiceDescriptor( - name='Suggestion', - full_name='api.v1.beta1.Suggestion', - file=DESCRIPTOR, - index=1, - options=None, - serialized_start=4869, - serialized_end=5094, - methods=[ - _descriptor.MethodDescriptor( - name='GetSuggestions', - full_name='api.v1.beta1.Suggestion.GetSuggestions', - index=0, - containing_service=None, - input_type=_GETSUGGESTIONSREQUEST, - output_type=_GETSUGGESTIONSREPLY, - options=None, - ), - _descriptor.MethodDescriptor( - name='ValidateAlgorithmSettings', - full_name='api.v1.beta1.Suggestion.ValidateAlgorithmSettings', - index=1, - containing_service=None, - input_type=_VALIDATEALGORITHMSETTINGSREQUEST, - output_type=_VALIDATEALGORITHMSETTINGSREPLY, - options=None, - ), -]) -_sym_db.RegisterServiceDescriptor(_SUGGESTION) - -DESCRIPTOR.services_by_name['Suggestion'] = _SUGGESTION - - -_EARLYSTOPPING = _descriptor.ServiceDescriptor( - name='EarlyStopping', - full_name='api.v1.beta1.EarlyStopping', - file=DESCRIPTOR, - index=2, - options=None, - serialized_start=5097, - serialized_end=5449, - methods=[ - _descriptor.MethodDescriptor( - name='GetEarlyStoppingRules', - full_name='api.v1.beta1.EarlyStopping.GetEarlyStoppingRules', - index=0, - containing_service=None, - input_type=_GETEARLYSTOPPINGRULESREQUEST, - output_type=_GETEARLYSTOPPINGRULESREPLY, - options=None, - ), - _descriptor.MethodDescriptor( - name='SetTrialStatus', - full_name='api.v1.beta1.EarlyStopping.SetTrialStatus', - index=1, - containing_service=None, - input_type=_SETTRIALSTATUSREQUEST, - output_type=_SETTRIALSTATUSREPLY, - options=None, - ), - _descriptor.MethodDescriptor( - name='ValidateEarlyStoppingSettings', - full_name='api.v1.beta1.EarlyStopping.ValidateEarlyStoppingSettings', - index=2, - containing_service=None, - input_type=_VALIDATEEARLYSTOPPINGSETTINGSREQUEST, - output_type=_VALIDATEEARLYSTOPPINGSETTINGSREPLY, - options=None, - ), -]) -_sym_db.RegisterServiceDescriptor(_EARLYSTOPPING) - -DESCRIPTOR.services_by_name['EarlyStopping'] = _EARLYSTOPPING - -try: - # THESE ELEMENTS WILL BE DEPRECATED. - # Please use the generated *_pb2_grpc.py files instead. - import grpc - from grpc.beta import implementations as beta_implementations - from grpc.beta import interfaces as beta_interfaces - from grpc.framework.common import cardinality - from grpc.framework.interfaces.face import utilities as face_utilities - - - class DBManagerStub(object): - """* - DBManager service defines APIs to manage Katib database. - """ - - def __init__(self, channel): - """Constructor. - - Args: - channel: A grpc.Channel. - """ - self.ReportObservationLog = channel.unary_unary( - '/api.v1.beta1.DBManager/ReportObservationLog', - request_serializer=ReportObservationLogRequest.SerializeToString, - response_deserializer=ReportObservationLogReply.FromString, - ) - self.GetObservationLog = channel.unary_unary( - '/api.v1.beta1.DBManager/GetObservationLog', - request_serializer=GetObservationLogRequest.SerializeToString, - response_deserializer=GetObservationLogReply.FromString, - ) - self.DeleteObservationLog = channel.unary_unary( - '/api.v1.beta1.DBManager/DeleteObservationLog', - request_serializer=DeleteObservationLogRequest.SerializeToString, - response_deserializer=DeleteObservationLogReply.FromString, - ) - - - class DBManagerServicer(object): - """* - DBManager service defines APIs to manage Katib database. - """ - - def ReportObservationLog(self, request, context): - """* - Report a log of Observations for a Trial. - The log consists of timestamp and value of metric. - Katib store every log of metrics. - You can see accuracy curve or other metric logs on UI. - """ - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!') - - def GetObservationLog(self, request, context): - """* - Get all log of Observations for a Trial. - """ - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!') - - def DeleteObservationLog(self, request, context): - """* - Delete all log of Observations for a Trial. - """ - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!') - - - def add_DBManagerServicer_to_server(servicer, server): - rpc_method_handlers = { - 'ReportObservationLog': grpc.unary_unary_rpc_method_handler( - servicer.ReportObservationLog, - request_deserializer=ReportObservationLogRequest.FromString, - response_serializer=ReportObservationLogReply.SerializeToString, - ), - 'GetObservationLog': grpc.unary_unary_rpc_method_handler( - servicer.GetObservationLog, - request_deserializer=GetObservationLogRequest.FromString, - response_serializer=GetObservationLogReply.SerializeToString, - ), - 'DeleteObservationLog': grpc.unary_unary_rpc_method_handler( - servicer.DeleteObservationLog, - request_deserializer=DeleteObservationLogRequest.FromString, - response_serializer=DeleteObservationLogReply.SerializeToString, - ), - } - generic_handler = grpc.method_handlers_generic_handler( - 'api.v1.beta1.DBManager', rpc_method_handlers) - server.add_generic_rpc_handlers((generic_handler,)) - - - class SuggestionStub(object): - """* - Suggestion service defines APIs to manage Katib Suggestion from HP or NAS algorithms - """ - - def __init__(self, channel): - """Constructor. - - Args: - channel: A grpc.Channel. - """ - self.GetSuggestions = channel.unary_unary( - '/api.v1.beta1.Suggestion/GetSuggestions', - request_serializer=GetSuggestionsRequest.SerializeToString, - response_deserializer=GetSuggestionsReply.FromString, - ) - self.ValidateAlgorithmSettings = channel.unary_unary( - '/api.v1.beta1.Suggestion/ValidateAlgorithmSettings', - request_serializer=ValidateAlgorithmSettingsRequest.SerializeToString, - response_deserializer=ValidateAlgorithmSettingsReply.FromString, - ) - - - class SuggestionServicer(object): - """* - Suggestion service defines APIs to manage Katib Suggestion from HP or NAS algorithms - """ - - def GetSuggestions(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 ValidateAlgorithmSettings(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 = { - 'GetSuggestions': grpc.unary_unary_rpc_method_handler( - servicer.GetSuggestions, - request_deserializer=GetSuggestionsRequest.FromString, - response_serializer=GetSuggestionsReply.SerializeToString, - ), - 'ValidateAlgorithmSettings': grpc.unary_unary_rpc_method_handler( - servicer.ValidateAlgorithmSettings, - request_deserializer=ValidateAlgorithmSettingsRequest.FromString, - response_serializer=ValidateAlgorithmSettingsReply.SerializeToString, - ), - } - generic_handler = grpc.method_handlers_generic_handler( - 'api.v1.beta1.Suggestion', rpc_method_handlers) - server.add_generic_rpc_handlers((generic_handler,)) - - - class EarlyStoppingStub(object): - """* - EarlyStopping service defines APIs to manage Katib Early Stopping algorithms - """ - - def __init__(self, channel): - """Constructor. - - Args: - channel: A grpc.Channel. - """ - self.GetEarlyStoppingRules = channel.unary_unary( - '/api.v1.beta1.EarlyStopping/GetEarlyStoppingRules', - request_serializer=GetEarlyStoppingRulesRequest.SerializeToString, - response_deserializer=GetEarlyStoppingRulesReply.FromString, - ) - self.SetTrialStatus = channel.unary_unary( - '/api.v1.beta1.EarlyStopping/SetTrialStatus', - request_serializer=SetTrialStatusRequest.SerializeToString, - response_deserializer=SetTrialStatusReply.FromString, - ) - self.ValidateEarlyStoppingSettings = channel.unary_unary( - '/api.v1.beta1.EarlyStopping/ValidateEarlyStoppingSettings', - request_serializer=ValidateEarlyStoppingSettingsRequest.SerializeToString, - response_deserializer=ValidateEarlyStoppingSettingsReply.FromString, - ) - - - class EarlyStoppingServicer(object): - """* - EarlyStopping service defines APIs to manage Katib Early Stopping algorithms - """ - - def GetEarlyStoppingRules(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 SetTrialStatus(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 ValidateEarlyStoppingSettings(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_EarlyStoppingServicer_to_server(servicer, server): - rpc_method_handlers = { - 'GetEarlyStoppingRules': grpc.unary_unary_rpc_method_handler( - servicer.GetEarlyStoppingRules, - request_deserializer=GetEarlyStoppingRulesRequest.FromString, - response_serializer=GetEarlyStoppingRulesReply.SerializeToString, - ), - 'SetTrialStatus': grpc.unary_unary_rpc_method_handler( - servicer.SetTrialStatus, - request_deserializer=SetTrialStatusRequest.FromString, - response_serializer=SetTrialStatusReply.SerializeToString, - ), - 'ValidateEarlyStoppingSettings': grpc.unary_unary_rpc_method_handler( - servicer.ValidateEarlyStoppingSettings, - request_deserializer=ValidateEarlyStoppingSettingsRequest.FromString, - response_serializer=ValidateEarlyStoppingSettingsReply.SerializeToString, - ), - } - generic_handler = grpc.method_handlers_generic_handler( - 'api.v1.beta1.EarlyStopping', rpc_method_handlers) - server.add_generic_rpc_handlers((generic_handler,)) - - - class BetaDBManagerServicer(object): - """The Beta API is deprecated for 0.15.0 and later. - - It is recommended to use the GA API (classes and functions in this - file not marked beta) for all further purposes. This class was generated - only to ease transition from grpcio<0.15.0 to grpcio>=0.15.0.""" - """* - DBManager service defines APIs to manage Katib database. - """ - def ReportObservationLog(self, request, context): - """* - Report a log of Observations for a Trial. - The log consists of timestamp and value of metric. - Katib store every log of metrics. - You can see accuracy curve or other metric logs on UI. - """ - context.code(beta_interfaces.StatusCode.UNIMPLEMENTED) - def GetObservationLog(self, request, context): - """* - Get all log of Observations for a Trial. - """ - context.code(beta_interfaces.StatusCode.UNIMPLEMENTED) - def DeleteObservationLog(self, request, context): - """* - Delete all log of Observations for a Trial. - """ - context.code(beta_interfaces.StatusCode.UNIMPLEMENTED) - - - class BetaDBManagerStub(object): - """The Beta API is deprecated for 0.15.0 and later. - - It is recommended to use the GA API (classes and functions in this - file not marked beta) for all further purposes. This class was generated - only to ease transition from grpcio<0.15.0 to grpcio>=0.15.0.""" - """* - DBManager service defines APIs to manage Katib database. - """ - def ReportObservationLog(self, request, timeout, metadata=None, with_call=False, protocol_options=None): - """* - Report a log of Observations for a Trial. - The log consists of timestamp and value of metric. - Katib store every log of metrics. - You can see accuracy curve or other metric logs on UI. - """ - raise NotImplementedError() - ReportObservationLog.future = None - def GetObservationLog(self, request, timeout, metadata=None, with_call=False, protocol_options=None): - """* - Get all log of Observations for a Trial. - """ - raise NotImplementedError() - GetObservationLog.future = None - def DeleteObservationLog(self, request, timeout, metadata=None, with_call=False, protocol_options=None): - """* - Delete all log of Observations for a Trial. - """ - raise NotImplementedError() - DeleteObservationLog.future = None - - - def beta_create_DBManager_server(servicer, pool=None, pool_size=None, default_timeout=None, maximum_timeout=None): - """The Beta API is deprecated for 0.15.0 and later. - - It is recommended to use the GA API (classes and functions in this - file not marked beta) for all further purposes. This function was - generated only to ease transition from grpcio<0.15.0 to grpcio>=0.15.0""" - request_deserializers = { - ('api.v1.beta1.DBManager', 'DeleteObservationLog'): DeleteObservationLogRequest.FromString, - ('api.v1.beta1.DBManager', 'GetObservationLog'): GetObservationLogRequest.FromString, - ('api.v1.beta1.DBManager', 'ReportObservationLog'): ReportObservationLogRequest.FromString, - } - response_serializers = { - ('api.v1.beta1.DBManager', 'DeleteObservationLog'): DeleteObservationLogReply.SerializeToString, - ('api.v1.beta1.DBManager', 'GetObservationLog'): GetObservationLogReply.SerializeToString, - ('api.v1.beta1.DBManager', 'ReportObservationLog'): ReportObservationLogReply.SerializeToString, - } - method_implementations = { - ('api.v1.beta1.DBManager', 'DeleteObservationLog'): face_utilities.unary_unary_inline(servicer.DeleteObservationLog), - ('api.v1.beta1.DBManager', 'GetObservationLog'): face_utilities.unary_unary_inline(servicer.GetObservationLog), - ('api.v1.beta1.DBManager', 'ReportObservationLog'): face_utilities.unary_unary_inline(servicer.ReportObservationLog), - } - 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) - - - def beta_create_DBManager_stub(channel, host=None, metadata_transformer=None, pool=None, pool_size=None): - """The Beta API is deprecated for 0.15.0 and later. - - It is recommended to use the GA API (classes and functions in this - file not marked beta) for all further purposes. This function was - generated only to ease transition from grpcio<0.15.0 to grpcio>=0.15.0""" - request_serializers = { - ('api.v1.beta1.DBManager', 'DeleteObservationLog'): DeleteObservationLogRequest.SerializeToString, - ('api.v1.beta1.DBManager', 'GetObservationLog'): GetObservationLogRequest.SerializeToString, - ('api.v1.beta1.DBManager', 'ReportObservationLog'): ReportObservationLogRequest.SerializeToString, - } - response_deserializers = { - ('api.v1.beta1.DBManager', 'DeleteObservationLog'): DeleteObservationLogReply.FromString, - ('api.v1.beta1.DBManager', 'GetObservationLog'): GetObservationLogReply.FromString, - ('api.v1.beta1.DBManager', 'ReportObservationLog'): ReportObservationLogReply.FromString, - } - cardinalities = { - 'DeleteObservationLog': cardinality.Cardinality.UNARY_UNARY, - 'GetObservationLog': cardinality.Cardinality.UNARY_UNARY, - 'ReportObservationLog': 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.v1.beta1.DBManager', cardinalities, options=stub_options) - - - class BetaSuggestionServicer(object): - """The Beta API is deprecated for 0.15.0 and later. - - It is recommended to use the GA API (classes and functions in this - file not marked beta) for all further purposes. This class was generated - only to ease transition from grpcio<0.15.0 to grpcio>=0.15.0.""" - """* - Suggestion service defines APIs to manage Katib Suggestion from HP or NAS algorithms - """ - def GetSuggestions(self, request, context): - # missing associated documentation comment in .proto file - pass - context.code(beta_interfaces.StatusCode.UNIMPLEMENTED) - def ValidateAlgorithmSettings(self, request, context): - # missing associated documentation comment in .proto file - pass - context.code(beta_interfaces.StatusCode.UNIMPLEMENTED) - - - class BetaSuggestionStub(object): - """The Beta API is deprecated for 0.15.0 and later. - - It is recommended to use the GA API (classes and functions in this - file not marked beta) for all further purposes. This class was generated - only to ease transition from grpcio<0.15.0 to grpcio>=0.15.0.""" - """* - Suggestion service defines APIs to manage Katib Suggestion from HP or NAS algorithms - """ - def GetSuggestions(self, request, timeout, metadata=None, with_call=False, protocol_options=None): - # missing associated documentation comment in .proto file - pass - raise NotImplementedError() - GetSuggestions.future = None - def ValidateAlgorithmSettings(self, request, timeout, metadata=None, with_call=False, protocol_options=None): - # missing associated documentation comment in .proto file - pass - raise NotImplementedError() - ValidateAlgorithmSettings.future = None - - - def beta_create_Suggestion_server(servicer, pool=None, pool_size=None, default_timeout=None, maximum_timeout=None): - """The Beta API is deprecated for 0.15.0 and later. - - It is recommended to use the GA API (classes and functions in this - file not marked beta) for all further purposes. This function was - generated only to ease transition from grpcio<0.15.0 to grpcio>=0.15.0""" - request_deserializers = { - ('api.v1.beta1.Suggestion', 'GetSuggestions'): GetSuggestionsRequest.FromString, - ('api.v1.beta1.Suggestion', 'ValidateAlgorithmSettings'): ValidateAlgorithmSettingsRequest.FromString, - } - response_serializers = { - ('api.v1.beta1.Suggestion', 'GetSuggestions'): GetSuggestionsReply.SerializeToString, - ('api.v1.beta1.Suggestion', 'ValidateAlgorithmSettings'): ValidateAlgorithmSettingsReply.SerializeToString, - } - method_implementations = { - ('api.v1.beta1.Suggestion', 'GetSuggestions'): face_utilities.unary_unary_inline(servicer.GetSuggestions), - ('api.v1.beta1.Suggestion', 'ValidateAlgorithmSettings'): face_utilities.unary_unary_inline(servicer.ValidateAlgorithmSettings), - } - 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) - - - def beta_create_Suggestion_stub(channel, host=None, metadata_transformer=None, pool=None, pool_size=None): - """The Beta API is deprecated for 0.15.0 and later. - - It is recommended to use the GA API (classes and functions in this - file not marked beta) for all further purposes. This function was - generated only to ease transition from grpcio<0.15.0 to grpcio>=0.15.0""" - request_serializers = { - ('api.v1.beta1.Suggestion', 'GetSuggestions'): GetSuggestionsRequest.SerializeToString, - ('api.v1.beta1.Suggestion', 'ValidateAlgorithmSettings'): ValidateAlgorithmSettingsRequest.SerializeToString, - } - response_deserializers = { - ('api.v1.beta1.Suggestion', 'GetSuggestions'): GetSuggestionsReply.FromString, - ('api.v1.beta1.Suggestion', 'ValidateAlgorithmSettings'): ValidateAlgorithmSettingsReply.FromString, - } - cardinalities = { - 'GetSuggestions': cardinality.Cardinality.UNARY_UNARY, - 'ValidateAlgorithmSettings': 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.v1.beta1.Suggestion', cardinalities, options=stub_options) - - - class BetaEarlyStoppingServicer(object): - """The Beta API is deprecated for 0.15.0 and later. - - It is recommended to use the GA API (classes and functions in this - file not marked beta) for all further purposes. This class was generated - only to ease transition from grpcio<0.15.0 to grpcio>=0.15.0.""" - """* - EarlyStopping service defines APIs to manage Katib Early Stopping algorithms - """ - def GetEarlyStoppingRules(self, request, context): - # missing associated documentation comment in .proto file - pass - context.code(beta_interfaces.StatusCode.UNIMPLEMENTED) - def SetTrialStatus(self, request, context): - # missing associated documentation comment in .proto file - pass - context.code(beta_interfaces.StatusCode.UNIMPLEMENTED) - def ValidateEarlyStoppingSettings(self, request, context): - # missing associated documentation comment in .proto file - pass - context.code(beta_interfaces.StatusCode.UNIMPLEMENTED) - - - class BetaEarlyStoppingStub(object): - """The Beta API is deprecated for 0.15.0 and later. - - It is recommended to use the GA API (classes and functions in this - file not marked beta) for all further purposes. This class was generated - only to ease transition from grpcio<0.15.0 to grpcio>=0.15.0.""" - """* - EarlyStopping service defines APIs to manage Katib Early Stopping algorithms - """ - def GetEarlyStoppingRules(self, request, timeout, metadata=None, with_call=False, protocol_options=None): - # missing associated documentation comment in .proto file - pass - raise NotImplementedError() - GetEarlyStoppingRules.future = None - def SetTrialStatus(self, request, timeout, metadata=None, with_call=False, protocol_options=None): - # missing associated documentation comment in .proto file - pass - raise NotImplementedError() - SetTrialStatus.future = None - def ValidateEarlyStoppingSettings(self, request, timeout, metadata=None, with_call=False, protocol_options=None): - # missing associated documentation comment in .proto file - pass - raise NotImplementedError() - ValidateEarlyStoppingSettings.future = None - - - def beta_create_EarlyStopping_server(servicer, pool=None, pool_size=None, default_timeout=None, maximum_timeout=None): - """The Beta API is deprecated for 0.15.0 and later. - - It is recommended to use the GA API (classes and functions in this - file not marked beta) for all further purposes. This function was - generated only to ease transition from grpcio<0.15.0 to grpcio>=0.15.0""" - request_deserializers = { - ('api.v1.beta1.EarlyStopping', 'GetEarlyStoppingRules'): GetEarlyStoppingRulesRequest.FromString, - ('api.v1.beta1.EarlyStopping', 'SetTrialStatus'): SetTrialStatusRequest.FromString, - ('api.v1.beta1.EarlyStopping', 'ValidateEarlyStoppingSettings'): ValidateEarlyStoppingSettingsRequest.FromString, - } - response_serializers = { - ('api.v1.beta1.EarlyStopping', 'GetEarlyStoppingRules'): GetEarlyStoppingRulesReply.SerializeToString, - ('api.v1.beta1.EarlyStopping', 'SetTrialStatus'): SetTrialStatusReply.SerializeToString, - ('api.v1.beta1.EarlyStopping', 'ValidateEarlyStoppingSettings'): ValidateEarlyStoppingSettingsReply.SerializeToString, - } - method_implementations = { - ('api.v1.beta1.EarlyStopping', 'GetEarlyStoppingRules'): face_utilities.unary_unary_inline(servicer.GetEarlyStoppingRules), - ('api.v1.beta1.EarlyStopping', 'SetTrialStatus'): face_utilities.unary_unary_inline(servicer.SetTrialStatus), - ('api.v1.beta1.EarlyStopping', 'ValidateEarlyStoppingSettings'): face_utilities.unary_unary_inline(servicer.ValidateEarlyStoppingSettings), - } - 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) - - - def beta_create_EarlyStopping_stub(channel, host=None, metadata_transformer=None, pool=None, pool_size=None): - """The Beta API is deprecated for 0.15.0 and later. - - It is recommended to use the GA API (classes and functions in this - file not marked beta) for all further purposes. This function was - generated only to ease transition from grpcio<0.15.0 to grpcio>=0.15.0""" - request_serializers = { - ('api.v1.beta1.EarlyStopping', 'GetEarlyStoppingRules'): GetEarlyStoppingRulesRequest.SerializeToString, - ('api.v1.beta1.EarlyStopping', 'SetTrialStatus'): SetTrialStatusRequest.SerializeToString, - ('api.v1.beta1.EarlyStopping', 'ValidateEarlyStoppingSettings'): ValidateEarlyStoppingSettingsRequest.SerializeToString, - } - response_deserializers = { - ('api.v1.beta1.EarlyStopping', 'GetEarlyStoppingRules'): GetEarlyStoppingRulesReply.FromString, - ('api.v1.beta1.EarlyStopping', 'SetTrialStatus'): SetTrialStatusReply.FromString, - ('api.v1.beta1.EarlyStopping', 'ValidateEarlyStoppingSettings'): ValidateEarlyStoppingSettingsReply.FromString, - } - cardinalities = { - 'GetEarlyStoppingRules': cardinality.Cardinality.UNARY_UNARY, - 'SetTrialStatus': cardinality.Cardinality.UNARY_UNARY, - 'ValidateEarlyStoppingSettings': 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.v1.beta1.EarlyStopping', cardinalities, options=stub_options) -except ImportError: - pass +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\tapi.proto\x12\x0c\x61pi.v1.beta1\"R\n\nExperiment\x12\x12\n\x04name\x18\x01 \x01(\tR\x04name\x12\x30\n\x04spec\x18\x02 \x01(\x0b\x32\x1c.api.v1.beta1.ExperimentSpecR\x04spec\"\x85\x04\n\x0e\x45xperimentSpec\x12T\n\x0fparameter_specs\x18\x01 \x01(\x0b\x32+.api.v1.beta1.ExperimentSpec.ParameterSpecsR\x0eparameterSpecs\x12\x39\n\tobjective\x18\x02 \x01(\x0b\x32\x1b.api.v1.beta1.ObjectiveSpecR\tobjective\x12\x39\n\talgorithm\x18\x03 \x01(\x0b\x32\x1b.api.v1.beta1.AlgorithmSpecR\talgorithm\x12\x46\n\x0e\x65\x61rly_stopping\x18\x04 \x01(\x0b\x32\x1f.api.v1.beta1.EarlyStoppingSpecR\rearlyStopping\x12\x30\n\x14parallel_trial_count\x18\x05 \x01(\x05R\x12parallelTrialCount\x12&\n\x0fmax_trial_count\x18\x06 \x01(\x05R\rmaxTrialCount\x12\x36\n\nnas_config\x18\x07 \x01(\x0b\x32\x17.api.v1.beta1.NasConfigR\tnasConfig\x1aM\n\x0eParameterSpecs\x12;\n\nparameters\x18\x01 \x03(\x0b\x32\x1b.api.v1.beta1.ParameterSpecR\nparameters\"\xab\x01\n\rParameterSpec\x12\x12\n\x04name\x18\x01 \x01(\tR\x04name\x12\x42\n\x0eparameter_type\x18\x02 \x01(\x0e\x32\x1b.api.v1.beta1.ParameterTypeR\rparameterType\x12\x42\n\x0e\x66\x65\x61sible_space\x18\x03 \x01(\x0b\x32\x1b.api.v1.beta1.FeasibleSpaceR\rfeasibleSpace\"[\n\rFeasibleSpace\x12\x10\n\x03max\x18\x01 \x01(\tR\x03max\x12\x10\n\x03min\x18\x02 \x01(\tR\x03min\x12\x12\n\x04list\x18\x03 \x03(\tR\x04list\x12\x12\n\x04step\x18\x04 \x01(\tR\x04step\"\xc0\x01\n\rObjectiveSpec\x12/\n\x04type\x18\x01 \x01(\x0e\x32\x1b.api.v1.beta1.ObjectiveTypeR\x04type\x12\x12\n\x04goal\x18\x02 \x01(\x01R\x04goal\x12\x32\n\x15objective_metric_name\x18\x03 \x01(\tR\x13objectiveMetricName\x12\x36\n\x17\x61\x64\x64itional_metric_names\x18\x04 \x03(\tR\x15\x61\x64\x64itionalMetricNames\"\x85\x01\n\rAlgorithmSpec\x12%\n\x0e\x61lgorithm_name\x18\x01 \x01(\tR\ralgorithmName\x12M\n\x12\x61lgorithm_settings\x18\x02 \x03(\x0b\x32\x1e.api.v1.beta1.AlgorithmSettingR\x11\x61lgorithmSettings\"<\n\x10\x41lgorithmSetting\x12\x12\n\x04name\x18\x01 \x01(\tR\x04name\x12\x14\n\x05value\x18\x02 \x01(\tR\x05value\"\x8d\x01\n\x11\x45\x61rlyStoppingSpec\x12%\n\x0e\x61lgorithm_name\x18\x01 \x01(\tR\ralgorithmName\x12Q\n\x12\x61lgorithm_settings\x18\x02 \x03(\x0b\x32\".api.v1.beta1.EarlyStoppingSettingR\x11\x61lgorithmSettings\"@\n\x14\x45\x61rlyStoppingSetting\x12\x12\n\x04name\x18\x01 \x01(\tR\x04name\x12\x14\n\x05value\x18\x02 \x01(\tR\x05value\"\xd2\x01\n\tNasConfig\x12<\n\x0cgraph_config\x18\x01 \x01(\x0b\x32\x19.api.v1.beta1.GraphConfigR\x0bgraphConfig\x12\x42\n\noperations\x18\x02 \x01(\x0b\x32\".api.v1.beta1.NasConfig.OperationsR\noperations\x1a\x43\n\nOperations\x12\x35\n\toperation\x18\x01 \x03(\x0b\x32\x17.api.v1.beta1.OperationR\toperation\"p\n\x0bGraphConfig\x12\x1d\n\nnum_layers\x18\x01 \x01(\x05R\tnumLayers\x12\x1f\n\x0binput_sizes\x18\x02 \x03(\x05R\ninputSizes\x12!\n\x0coutput_sizes\x18\x03 \x03(\x05R\x0boutputSizes\"\xd2\x01\n\tOperation\x12%\n\x0eoperation_type\x18\x01 \x01(\tR\roperationType\x12O\n\x0fparameter_specs\x18\x02 \x01(\x0b\x32&.api.v1.beta1.Operation.ParameterSpecsR\x0eparameterSpecs\x1aM\n\x0eParameterSpecs\x12;\n\nparameters\x18\x01 \x03(\x0b\x32\x1b.api.v1.beta1.ParameterSpecR\nparameters\"{\n\x05Trial\x12\x12\n\x04name\x18\x01 \x01(\tR\x04name\x12+\n\x04spec\x18\x02 \x01(\x0b\x32\x17.api.v1.beta1.TrialSpecR\x04spec\x12\x31\n\x06status\x18\x03 \x01(\x0b\x32\x19.api.v1.beta1.TrialStatusR\x06status\"\xfe\x02\n\tTrialSpec\x12\x39\n\tobjective\x18\x02 \x01(\x0b\x32\x1b.api.v1.beta1.ObjectiveSpecR\tobjective\x12\x61\n\x15parameter_assignments\x18\x03 \x01(\x0b\x32,.api.v1.beta1.TrialSpec.ParameterAssignmentsR\x14parameterAssignments\x12;\n\x06labels\x18\x04 \x03(\x0b\x32#.api.v1.beta1.TrialSpec.LabelsEntryR\x06labels\x1a[\n\x14ParameterAssignments\x12\x43\n\x0b\x61ssignments\x18\x01 \x03(\x0b\x32!.api.v1.beta1.ParameterAssignmentR\x0b\x61ssignments\x1a\x39\n\x0bLabelsEntry\x12\x10\n\x03key\x18\x01 \x01(\tR\x03key\x12\x14\n\x05value\x18\x02 \x01(\tR\x05value:\x02\x38\x01\"?\n\x13ParameterAssignment\x12\x12\n\x04name\x18\x01 \x01(\tR\x04name\x12\x14\n\x05value\x18\x02 \x01(\tR\x05value\"\xed\x02\n\x0bTrialStatus\x12\x1d\n\nstart_time\x18\x01 \x01(\tR\tstartTime\x12\'\n\x0f\x63ompletion_time\x18\x02 \x01(\tR\x0e\x63ompletionTime\x12J\n\tcondition\x18\x03 \x01(\x0e\x32,.api.v1.beta1.TrialStatus.TrialConditionTypeR\tcondition\x12;\n\x0bobservation\x18\x04 \x01(\x0b\x32\x19.api.v1.beta1.ObservationR\x0bobservation\"\x8c\x01\n\x12TrialConditionType\x12\x0b\n\x07\x43REATED\x10\x00\x12\x0b\n\x07RUNNING\x10\x01\x12\r\n\tSUCCEEDED\x10\x02\x12\n\n\x06KILLED\x10\x03\x12\n\n\x06\x46\x41ILED\x10\x04\x12\x16\n\x12METRICSUNAVAILABLE\x10\x05\x12\x10\n\x0c\x45\x41RLYSTOPPED\x10\x06\x12\x0b\n\x07UNKNOWN\x10\x07\"=\n\x0bObservation\x12.\n\x07metrics\x18\x01 \x03(\x0b\x32\x14.api.v1.beta1.MetricR\x07metrics\"2\n\x06Metric\x12\x12\n\x04name\x18\x01 \x01(\tR\x04name\x12\x14\n\x05value\x18\x02 \x01(\tR\x05value\"\x83\x01\n\x1bReportObservationLogRequest\x12\x1d\n\ntrial_name\x18\x01 \x01(\tR\ttrialName\x12\x45\n\x0fobservation_log\x18\x02 \x01(\x0b\x32\x1c.api.v1.beta1.ObservationLogR\x0eobservationLog\"\x1b\n\x19ReportObservationLogReply\"J\n\x0eObservationLog\x12\x38\n\x0bmetric_logs\x18\x01 \x03(\x0b\x32\x17.api.v1.beta1.MetricLogR\nmetricLogs\"X\n\tMetricLog\x12\x1d\n\ntime_stamp\x18\x01 \x01(\tR\ttimeStamp\x12,\n\x06metric\x18\x02 \x01(\x0b\x32\x14.api.v1.beta1.MetricR\x06metric\"\x94\x01\n\x18GetObservationLogRequest\x12\x1d\n\ntrial_name\x18\x01 \x01(\tR\ttrialName\x12\x1f\n\x0bmetric_name\x18\x02 \x01(\tR\nmetricName\x12\x1d\n\nstart_time\x18\x03 \x01(\tR\tstartTime\x12\x19\n\x08\x65nd_time\x18\x04 \x01(\tR\x07\x65ndTime\"_\n\x16GetObservationLogReply\x12\x45\n\x0fobservation_log\x18\x01 \x01(\x0b\x32\x1c.api.v1.beta1.ObservationLogR\x0eobservationLog\"<\n\x1b\x44\x65leteObservationLogRequest\x12\x1d\n\ntrial_name\x18\x01 \x01(\tR\ttrialName\"\x1b\n\x19\x44\x65leteObservationLogReply\"\xe6\x01\n\x15GetSuggestionsRequest\x12\x38\n\nexperiment\x18\x01 \x01(\x0b\x32\x18.api.v1.beta1.ExperimentR\nexperiment\x12+\n\x06trials\x18\x02 \x03(\x0b\x32\x13.api.v1.beta1.TrialR\x06trials\x12\x34\n\x16\x63urrent_request_number\x18\x04 \x01(\x05R\x14\x63urrentRequestNumber\x12\x30\n\x14total_request_number\x18\x05 \x01(\x05R\x12totalRequestNumber\"\xa4\x04\n\x13GetSuggestionsReply\x12k\n\x15parameter_assignments\x18\x01 \x03(\x0b\x32\x36.api.v1.beta1.GetSuggestionsReply.ParameterAssignmentsR\x14parameterAssignments\x12\x39\n\talgorithm\x18\x02 \x01(\x0b\x32\x1b.api.v1.beta1.AlgorithmSpecR\talgorithm\x12Q\n\x14\x65\x61rly_stopping_rules\x18\x03 \x03(\x0b\x32\x1f.api.v1.beta1.EarlyStoppingRuleR\x12\x65\x61rlyStoppingRules\x1a\x91\x02\n\x14ParameterAssignments\x12\x43\n\x0b\x61ssignments\x18\x01 \x03(\x0b\x32!.api.v1.beta1.ParameterAssignmentR\x0b\x61ssignments\x12\x1d\n\ntrial_name\x18\x02 \x01(\tR\ttrialName\x12Z\n\x06labels\x18\x03 \x03(\x0b\x32\x42.api.v1.beta1.GetSuggestionsReply.ParameterAssignments.LabelsEntryR\x06labels\x1a\x39\n\x0bLabelsEntry\x12\x10\n\x03key\x18\x01 \x01(\tR\x03key\x12\x14\n\x05value\x18\x02 \x01(\tR\x05value:\x02\x38\x01\"\\\n ValidateAlgorithmSettingsRequest\x12\x38\n\nexperiment\x18\x01 \x01(\x0b\x32\x18.api.v1.beta1.ExperimentR\nexperiment\" \n\x1eValidateAlgorithmSettingsReply\"\xb3\x01\n\x1cGetEarlyStoppingRulesRequest\x12\x38\n\nexperiment\x18\x01 \x01(\x0b\x32\x18.api.v1.beta1.ExperimentR\nexperiment\x12+\n\x06trials\x18\x02 \x03(\x0b\x32\x13.api.v1.beta1.TrialR\x06trials\x12,\n\x12\x64\x62_manager_address\x18\x03 \x01(\tR\x10\x64\x62ManagerAddress\"o\n\x1aGetEarlyStoppingRulesReply\x12Q\n\x14\x65\x61rly_stopping_rules\x18\x01 \x03(\x0b\x32\x1f.api.v1.beta1.EarlyStoppingRuleR\x12\x65\x61rlyStoppingRules\"\x9a\x01\n\x11\x45\x61rlyStoppingRule\x12\x12\n\x04name\x18\x01 \x01(\tR\x04name\x12\x14\n\x05value\x18\x02 \x01(\tR\x05value\x12<\n\ncomparison\x18\x03 \x01(\x0e\x32\x1c.api.v1.beta1.ComparisonTypeR\ncomparison\x12\x1d\n\nstart_step\x18\x04 \x01(\x05R\tstartStep\"n\n$ValidateEarlyStoppingSettingsRequest\x12\x46\n\x0e\x65\x61rly_stopping\x18\x01 \x01(\x0b\x32\x1f.api.v1.beta1.EarlyStoppingSpecR\rearlyStopping\"$\n\"ValidateEarlyStoppingSettingsReply\"6\n\x15SetTrialStatusRequest\x12\x1d\n\ntrial_name\x18\x01 \x01(\tR\ttrialName\"\x15\n\x13SetTrialStatusReply*U\n\rParameterType\x12\x10\n\x0cUNKNOWN_TYPE\x10\x00\x12\n\n\x06\x44OUBLE\x10\x01\x12\x07\n\x03INT\x10\x02\x12\x0c\n\x08\x44ISCRETE\x10\x03\x12\x0f\n\x0b\x43\x41TEGORICAL\x10\x04*8\n\rObjectiveType\x12\x0b\n\x07UNKNOWN\x10\x00\x12\x0c\n\x08MINIMIZE\x10\x01\x12\x0c\n\x08MAXIMIZE\x10\x02*J\n\x0e\x43omparisonType\x12\x16\n\x12UNKNOWN_COMPARISON\x10\x00\x12\t\n\x05\x45QUAL\x10\x01\x12\x08\n\x04LESS\x10\x02\x12\x0b\n\x07GREATER\x10\x03\x32\xc6\x02\n\tDBManager\x12j\n\x14ReportObservationLog\x12).api.v1.beta1.ReportObservationLogRequest\x1a\'.api.v1.beta1.ReportObservationLogReply\x12\x61\n\x11GetObservationLog\x12&.api.v1.beta1.GetObservationLogRequest\x1a$.api.v1.beta1.GetObservationLogReply\x12j\n\x14\x44\x65leteObservationLog\x12).api.v1.beta1.DeleteObservationLogRequest\x1a\'.api.v1.beta1.DeleteObservationLogReply2\xe1\x01\n\nSuggestion\x12X\n\x0eGetSuggestions\x12#.api.v1.beta1.GetSuggestionsRequest\x1a!.api.v1.beta1.GetSuggestionsReply\x12y\n\x19ValidateAlgorithmSettings\x12..api.v1.beta1.ValidateAlgorithmSettingsRequest\x1a,.api.v1.beta1.ValidateAlgorithmSettingsReply2\xe0\x02\n\rEarlyStopping\x12m\n\x15GetEarlyStoppingRules\x12*.api.v1.beta1.GetEarlyStoppingRulesRequest\x1a(.api.v1.beta1.GetEarlyStoppingRulesReply\x12X\n\x0eSetTrialStatus\x12#.api.v1.beta1.SetTrialStatusRequest\x1a!.api.v1.beta1.SetTrialStatusReply\x12\x85\x01\n\x1dValidateEarlyStoppingSettings\x12\x32.api.v1.beta1.ValidateEarlyStoppingSettingsRequest\x1a\x30.api.v1.beta1.ValidateEarlyStoppingSettingsReplyBAZ?github.com/kubeflow/katib/pkg/apis/manager/v1beta1;api_v1_beta1b\x06proto3') + +_globals = globals() +_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) +_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'api_pb2', _globals) +if not _descriptor._USE_C_DESCRIPTORS: + _globals['DESCRIPTOR']._loaded_options = None + _globals['DESCRIPTOR']._serialized_options = b'Z?github.com/kubeflow/katib/pkg/apis/manager/v1beta1;api_v1_beta1' + _globals['_TRIALSPEC_LABELSENTRY']._loaded_options = None + _globals['_TRIALSPEC_LABELSENTRY']._serialized_options = b'8\001' + _globals['_GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS_LABELSENTRY']._loaded_options = None + _globals['_GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS_LABELSENTRY']._serialized_options = b'8\001' + _globals['_PARAMETERTYPE']._serialized_start=5360 + _globals['_PARAMETERTYPE']._serialized_end=5445 + _globals['_OBJECTIVETYPE']._serialized_start=5447 + _globals['_OBJECTIVETYPE']._serialized_end=5503 + _globals['_COMPARISONTYPE']._serialized_start=5505 + _globals['_COMPARISONTYPE']._serialized_end=5579 + _globals['_EXPERIMENT']._serialized_start=27 + _globals['_EXPERIMENT']._serialized_end=109 + _globals['_EXPERIMENTSPEC']._serialized_start=112 + _globals['_EXPERIMENTSPEC']._serialized_end=629 + _globals['_EXPERIMENTSPEC_PARAMETERSPECS']._serialized_start=552 + _globals['_EXPERIMENTSPEC_PARAMETERSPECS']._serialized_end=629 + _globals['_PARAMETERSPEC']._serialized_start=632 + _globals['_PARAMETERSPEC']._serialized_end=803 + _globals['_FEASIBLESPACE']._serialized_start=805 + _globals['_FEASIBLESPACE']._serialized_end=896 + _globals['_OBJECTIVESPEC']._serialized_start=899 + _globals['_OBJECTIVESPEC']._serialized_end=1091 + _globals['_ALGORITHMSPEC']._serialized_start=1094 + _globals['_ALGORITHMSPEC']._serialized_end=1227 + _globals['_ALGORITHMSETTING']._serialized_start=1229 + _globals['_ALGORITHMSETTING']._serialized_end=1289 + _globals['_EARLYSTOPPINGSPEC']._serialized_start=1292 + _globals['_EARLYSTOPPINGSPEC']._serialized_end=1433 + _globals['_EARLYSTOPPINGSETTING']._serialized_start=1435 + _globals['_EARLYSTOPPINGSETTING']._serialized_end=1499 + _globals['_NASCONFIG']._serialized_start=1502 + _globals['_NASCONFIG']._serialized_end=1712 + _globals['_NASCONFIG_OPERATIONS']._serialized_start=1645 + _globals['_NASCONFIG_OPERATIONS']._serialized_end=1712 + _globals['_GRAPHCONFIG']._serialized_start=1714 + _globals['_GRAPHCONFIG']._serialized_end=1826 + _globals['_OPERATION']._serialized_start=1829 + _globals['_OPERATION']._serialized_end=2039 + _globals['_OPERATION_PARAMETERSPECS']._serialized_start=552 + _globals['_OPERATION_PARAMETERSPECS']._serialized_end=629 + _globals['_TRIAL']._serialized_start=2041 + _globals['_TRIAL']._serialized_end=2164 + _globals['_TRIALSPEC']._serialized_start=2167 + _globals['_TRIALSPEC']._serialized_end=2549 + _globals['_TRIALSPEC_PARAMETERASSIGNMENTS']._serialized_start=2399 + _globals['_TRIALSPEC_PARAMETERASSIGNMENTS']._serialized_end=2490 + _globals['_TRIALSPEC_LABELSENTRY']._serialized_start=2492 + _globals['_TRIALSPEC_LABELSENTRY']._serialized_end=2549 + _globals['_PARAMETERASSIGNMENT']._serialized_start=2551 + _globals['_PARAMETERASSIGNMENT']._serialized_end=2614 + _globals['_TRIALSTATUS']._serialized_start=2617 + _globals['_TRIALSTATUS']._serialized_end=2982 + _globals['_TRIALSTATUS_TRIALCONDITIONTYPE']._serialized_start=2842 + _globals['_TRIALSTATUS_TRIALCONDITIONTYPE']._serialized_end=2982 + _globals['_OBSERVATION']._serialized_start=2984 + _globals['_OBSERVATION']._serialized_end=3045 + _globals['_METRIC']._serialized_start=3047 + _globals['_METRIC']._serialized_end=3097 + _globals['_REPORTOBSERVATIONLOGREQUEST']._serialized_start=3100 + _globals['_REPORTOBSERVATIONLOGREQUEST']._serialized_end=3231 + _globals['_REPORTOBSERVATIONLOGREPLY']._serialized_start=3233 + _globals['_REPORTOBSERVATIONLOGREPLY']._serialized_end=3260 + _globals['_OBSERVATIONLOG']._serialized_start=3262 + _globals['_OBSERVATIONLOG']._serialized_end=3336 + _globals['_METRICLOG']._serialized_start=3338 + _globals['_METRICLOG']._serialized_end=3426 + _globals['_GETOBSERVATIONLOGREQUEST']._serialized_start=3429 + _globals['_GETOBSERVATIONLOGREQUEST']._serialized_end=3577 + _globals['_GETOBSERVATIONLOGREPLY']._serialized_start=3579 + _globals['_GETOBSERVATIONLOGREPLY']._serialized_end=3674 + _globals['_DELETEOBSERVATIONLOGREQUEST']._serialized_start=3676 + _globals['_DELETEOBSERVATIONLOGREQUEST']._serialized_end=3736 + _globals['_DELETEOBSERVATIONLOGREPLY']._serialized_start=3738 + _globals['_DELETEOBSERVATIONLOGREPLY']._serialized_end=3765 + _globals['_GETSUGGESTIONSREQUEST']._serialized_start=3768 + _globals['_GETSUGGESTIONSREQUEST']._serialized_end=3998 + _globals['_GETSUGGESTIONSREPLY']._serialized_start=4001 + _globals['_GETSUGGESTIONSREPLY']._serialized_end=4549 + _globals['_GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS']._serialized_start=4276 + _globals['_GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS']._serialized_end=4549 + _globals['_GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS_LABELSENTRY']._serialized_start=2492 + _globals['_GETSUGGESTIONSREPLY_PARAMETERASSIGNMENTS_LABELSENTRY']._serialized_end=2549 + _globals['_VALIDATEALGORITHMSETTINGSREQUEST']._serialized_start=4551 + _globals['_VALIDATEALGORITHMSETTINGSREQUEST']._serialized_end=4643 + _globals['_VALIDATEALGORITHMSETTINGSREPLY']._serialized_start=4645 + _globals['_VALIDATEALGORITHMSETTINGSREPLY']._serialized_end=4677 + _globals['_GETEARLYSTOPPINGRULESREQUEST']._serialized_start=4680 + _globals['_GETEARLYSTOPPINGRULESREQUEST']._serialized_end=4859 + _globals['_GETEARLYSTOPPINGRULESREPLY']._serialized_start=4861 + _globals['_GETEARLYSTOPPINGRULESREPLY']._serialized_end=4972 + _globals['_EARLYSTOPPINGRULE']._serialized_start=4975 + _globals['_EARLYSTOPPINGRULE']._serialized_end=5129 + _globals['_VALIDATEEARLYSTOPPINGSETTINGSREQUEST']._serialized_start=5131 + _globals['_VALIDATEEARLYSTOPPINGSETTINGSREQUEST']._serialized_end=5241 + _globals['_VALIDATEEARLYSTOPPINGSETTINGSREPLY']._serialized_start=5243 + _globals['_VALIDATEEARLYSTOPPINGSETTINGSREPLY']._serialized_end=5279 + _globals['_SETTRIALSTATUSREQUEST']._serialized_start=5281 + _globals['_SETTRIALSTATUSREQUEST']._serialized_end=5335 + _globals['_SETTRIALSTATUSREPLY']._serialized_start=5337 + _globals['_SETTRIALSTATUSREPLY']._serialized_end=5358 + _globals['_DBMANAGER']._serialized_start=5582 + _globals['_DBMANAGER']._serialized_end=5908 + _globals['_SUGGESTION']._serialized_start=5911 + _globals['_SUGGESTION']._serialized_end=6136 + _globals['_EARLYSTOPPING']._serialized_start=6139 + _globals['_EARLYSTOPPING']._serialized_end=6491 # @@protoc_insertion_point(module_scope) diff --git a/pkg/apis/manager/v1beta1/python/api_pb2.pyi b/pkg/apis/manager/v1beta1/python/api_pb2.pyi new file mode 100644 index 00000000000..d1df3096d05 --- /dev/null +++ b/pkg/apis/manager/v1beta1/python/api_pb2.pyi @@ -0,0 +1,407 @@ +from google.protobuf.internal import containers as _containers +from google.protobuf.internal import enum_type_wrapper as _enum_type_wrapper +from google.protobuf import descriptor as _descriptor +from google.protobuf import message as _message +from typing import ClassVar as _ClassVar, Iterable as _Iterable, Mapping as _Mapping, Optional as _Optional, Union as _Union + +DESCRIPTOR: _descriptor.FileDescriptor + +class ParameterType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper): + __slots__ = () + UNKNOWN_TYPE: _ClassVar[ParameterType] + DOUBLE: _ClassVar[ParameterType] + INT: _ClassVar[ParameterType] + DISCRETE: _ClassVar[ParameterType] + CATEGORICAL: _ClassVar[ParameterType] + +class ObjectiveType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper): + __slots__ = () + UNKNOWN: _ClassVar[ObjectiveType] + MINIMIZE: _ClassVar[ObjectiveType] + MAXIMIZE: _ClassVar[ObjectiveType] + +class ComparisonType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper): + __slots__ = () + UNKNOWN_COMPARISON: _ClassVar[ComparisonType] + EQUAL: _ClassVar[ComparisonType] + LESS: _ClassVar[ComparisonType] + GREATER: _ClassVar[ComparisonType] +UNKNOWN_TYPE: ParameterType +DOUBLE: ParameterType +INT: ParameterType +DISCRETE: ParameterType +CATEGORICAL: ParameterType +UNKNOWN: ObjectiveType +MINIMIZE: ObjectiveType +MAXIMIZE: ObjectiveType +UNKNOWN_COMPARISON: ComparisonType +EQUAL: ComparisonType +LESS: ComparisonType +GREATER: ComparisonType + +class Experiment(_message.Message): + __slots__ = ("name", "spec") + NAME_FIELD_NUMBER: _ClassVar[int] + SPEC_FIELD_NUMBER: _ClassVar[int] + name: str + spec: ExperimentSpec + def __init__(self, name: _Optional[str] = ..., spec: _Optional[_Union[ExperimentSpec, _Mapping]] = ...) -> None: ... + +class ExperimentSpec(_message.Message): + __slots__ = ("parameter_specs", "objective", "algorithm", "early_stopping", "parallel_trial_count", "max_trial_count", "nas_config") + class ParameterSpecs(_message.Message): + __slots__ = ("parameters",) + PARAMETERS_FIELD_NUMBER: _ClassVar[int] + parameters: _containers.RepeatedCompositeFieldContainer[ParameterSpec] + def __init__(self, parameters: _Optional[_Iterable[_Union[ParameterSpec, _Mapping]]] = ...) -> None: ... + PARAMETER_SPECS_FIELD_NUMBER: _ClassVar[int] + OBJECTIVE_FIELD_NUMBER: _ClassVar[int] + ALGORITHM_FIELD_NUMBER: _ClassVar[int] + EARLY_STOPPING_FIELD_NUMBER: _ClassVar[int] + PARALLEL_TRIAL_COUNT_FIELD_NUMBER: _ClassVar[int] + MAX_TRIAL_COUNT_FIELD_NUMBER: _ClassVar[int] + NAS_CONFIG_FIELD_NUMBER: _ClassVar[int] + parameter_specs: ExperimentSpec.ParameterSpecs + objective: ObjectiveSpec + algorithm: AlgorithmSpec + early_stopping: EarlyStoppingSpec + parallel_trial_count: int + max_trial_count: int + nas_config: NasConfig + def __init__(self, parameter_specs: _Optional[_Union[ExperimentSpec.ParameterSpecs, _Mapping]] = ..., objective: _Optional[_Union[ObjectiveSpec, _Mapping]] = ..., algorithm: _Optional[_Union[AlgorithmSpec, _Mapping]] = ..., early_stopping: _Optional[_Union[EarlyStoppingSpec, _Mapping]] = ..., parallel_trial_count: _Optional[int] = ..., max_trial_count: _Optional[int] = ..., nas_config: _Optional[_Union[NasConfig, _Mapping]] = ...) -> None: ... + +class ParameterSpec(_message.Message): + __slots__ = ("name", "parameter_type", "feasible_space") + NAME_FIELD_NUMBER: _ClassVar[int] + PARAMETER_TYPE_FIELD_NUMBER: _ClassVar[int] + FEASIBLE_SPACE_FIELD_NUMBER: _ClassVar[int] + name: str + parameter_type: ParameterType + feasible_space: FeasibleSpace + def __init__(self, name: _Optional[str] = ..., parameter_type: _Optional[_Union[ParameterType, str]] = ..., feasible_space: _Optional[_Union[FeasibleSpace, _Mapping]] = ...) -> None: ... + +class FeasibleSpace(_message.Message): + __slots__ = ("max", "min", "list", "step") + MAX_FIELD_NUMBER: _ClassVar[int] + MIN_FIELD_NUMBER: _ClassVar[int] + LIST_FIELD_NUMBER: _ClassVar[int] + STEP_FIELD_NUMBER: _ClassVar[int] + max: str + min: str + list: _containers.RepeatedScalarFieldContainer[str] + step: str + def __init__(self, max: _Optional[str] = ..., min: _Optional[str] = ..., list: _Optional[_Iterable[str]] = ..., step: _Optional[str] = ...) -> None: ... + +class ObjectiveSpec(_message.Message): + __slots__ = ("type", "goal", "objective_metric_name", "additional_metric_names") + TYPE_FIELD_NUMBER: _ClassVar[int] + GOAL_FIELD_NUMBER: _ClassVar[int] + OBJECTIVE_METRIC_NAME_FIELD_NUMBER: _ClassVar[int] + ADDITIONAL_METRIC_NAMES_FIELD_NUMBER: _ClassVar[int] + type: ObjectiveType + goal: float + objective_metric_name: str + additional_metric_names: _containers.RepeatedScalarFieldContainer[str] + def __init__(self, type: _Optional[_Union[ObjectiveType, str]] = ..., goal: _Optional[float] = ..., objective_metric_name: _Optional[str] = ..., additional_metric_names: _Optional[_Iterable[str]] = ...) -> None: ... + +class AlgorithmSpec(_message.Message): + __slots__ = ("algorithm_name", "algorithm_settings") + ALGORITHM_NAME_FIELD_NUMBER: _ClassVar[int] + ALGORITHM_SETTINGS_FIELD_NUMBER: _ClassVar[int] + algorithm_name: str + algorithm_settings: _containers.RepeatedCompositeFieldContainer[AlgorithmSetting] + def __init__(self, algorithm_name: _Optional[str] = ..., algorithm_settings: _Optional[_Iterable[_Union[AlgorithmSetting, _Mapping]]] = ...) -> None: ... + +class AlgorithmSetting(_message.Message): + __slots__ = ("name", "value") + NAME_FIELD_NUMBER: _ClassVar[int] + VALUE_FIELD_NUMBER: _ClassVar[int] + name: str + value: str + def __init__(self, name: _Optional[str] = ..., value: _Optional[str] = ...) -> None: ... + +class EarlyStoppingSpec(_message.Message): + __slots__ = ("algorithm_name", "algorithm_settings") + ALGORITHM_NAME_FIELD_NUMBER: _ClassVar[int] + ALGORITHM_SETTINGS_FIELD_NUMBER: _ClassVar[int] + algorithm_name: str + algorithm_settings: _containers.RepeatedCompositeFieldContainer[EarlyStoppingSetting] + def __init__(self, algorithm_name: _Optional[str] = ..., algorithm_settings: _Optional[_Iterable[_Union[EarlyStoppingSetting, _Mapping]]] = ...) -> None: ... + +class EarlyStoppingSetting(_message.Message): + __slots__ = ("name", "value") + NAME_FIELD_NUMBER: _ClassVar[int] + VALUE_FIELD_NUMBER: _ClassVar[int] + name: str + value: str + def __init__(self, name: _Optional[str] = ..., value: _Optional[str] = ...) -> None: ... + +class NasConfig(_message.Message): + __slots__ = ("graph_config", "operations") + class Operations(_message.Message): + __slots__ = ("operation",) + OPERATION_FIELD_NUMBER: _ClassVar[int] + operation: _containers.RepeatedCompositeFieldContainer[Operation] + def __init__(self, operation: _Optional[_Iterable[_Union[Operation, _Mapping]]] = ...) -> None: ... + GRAPH_CONFIG_FIELD_NUMBER: _ClassVar[int] + OPERATIONS_FIELD_NUMBER: _ClassVar[int] + graph_config: GraphConfig + operations: NasConfig.Operations + def __init__(self, graph_config: _Optional[_Union[GraphConfig, _Mapping]] = ..., operations: _Optional[_Union[NasConfig.Operations, _Mapping]] = ...) -> None: ... + +class GraphConfig(_message.Message): + __slots__ = ("num_layers", "input_sizes", "output_sizes") + NUM_LAYERS_FIELD_NUMBER: _ClassVar[int] + INPUT_SIZES_FIELD_NUMBER: _ClassVar[int] + OUTPUT_SIZES_FIELD_NUMBER: _ClassVar[int] + num_layers: int + input_sizes: _containers.RepeatedScalarFieldContainer[int] + output_sizes: _containers.RepeatedScalarFieldContainer[int] + def __init__(self, num_layers: _Optional[int] = ..., input_sizes: _Optional[_Iterable[int]] = ..., output_sizes: _Optional[_Iterable[int]] = ...) -> None: ... + +class Operation(_message.Message): + __slots__ = ("operation_type", "parameter_specs") + class ParameterSpecs(_message.Message): + __slots__ = ("parameters",) + PARAMETERS_FIELD_NUMBER: _ClassVar[int] + parameters: _containers.RepeatedCompositeFieldContainer[ParameterSpec] + def __init__(self, parameters: _Optional[_Iterable[_Union[ParameterSpec, _Mapping]]] = ...) -> None: ... + OPERATION_TYPE_FIELD_NUMBER: _ClassVar[int] + PARAMETER_SPECS_FIELD_NUMBER: _ClassVar[int] + operation_type: str + parameter_specs: Operation.ParameterSpecs + def __init__(self, operation_type: _Optional[str] = ..., parameter_specs: _Optional[_Union[Operation.ParameterSpecs, _Mapping]] = ...) -> None: ... + +class Trial(_message.Message): + __slots__ = ("name", "spec", "status") + NAME_FIELD_NUMBER: _ClassVar[int] + SPEC_FIELD_NUMBER: _ClassVar[int] + STATUS_FIELD_NUMBER: _ClassVar[int] + name: str + spec: TrialSpec + status: TrialStatus + def __init__(self, name: _Optional[str] = ..., spec: _Optional[_Union[TrialSpec, _Mapping]] = ..., status: _Optional[_Union[TrialStatus, _Mapping]] = ...) -> None: ... + +class TrialSpec(_message.Message): + __slots__ = ("objective", "parameter_assignments", "labels") + class ParameterAssignments(_message.Message): + __slots__ = ("assignments",) + ASSIGNMENTS_FIELD_NUMBER: _ClassVar[int] + assignments: _containers.RepeatedCompositeFieldContainer[ParameterAssignment] + def __init__(self, assignments: _Optional[_Iterable[_Union[ParameterAssignment, _Mapping]]] = ...) -> None: ... + class LabelsEntry(_message.Message): + __slots__ = ("key", "value") + KEY_FIELD_NUMBER: _ClassVar[int] + VALUE_FIELD_NUMBER: _ClassVar[int] + key: str + value: str + def __init__(self, key: _Optional[str] = ..., value: _Optional[str] = ...) -> None: ... + OBJECTIVE_FIELD_NUMBER: _ClassVar[int] + PARAMETER_ASSIGNMENTS_FIELD_NUMBER: _ClassVar[int] + LABELS_FIELD_NUMBER: _ClassVar[int] + objective: ObjectiveSpec + parameter_assignments: TrialSpec.ParameterAssignments + labels: _containers.ScalarMap[str, str] + def __init__(self, objective: _Optional[_Union[ObjectiveSpec, _Mapping]] = ..., parameter_assignments: _Optional[_Union[TrialSpec.ParameterAssignments, _Mapping]] = ..., labels: _Optional[_Mapping[str, str]] = ...) -> None: ... + +class ParameterAssignment(_message.Message): + __slots__ = ("name", "value") + NAME_FIELD_NUMBER: _ClassVar[int] + VALUE_FIELD_NUMBER: _ClassVar[int] + name: str + value: str + def __init__(self, name: _Optional[str] = ..., value: _Optional[str] = ...) -> None: ... + +class TrialStatus(_message.Message): + __slots__ = ("start_time", "completion_time", "condition", "observation") + class TrialConditionType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper): + __slots__ = () + CREATED: _ClassVar[TrialStatus.TrialConditionType] + RUNNING: _ClassVar[TrialStatus.TrialConditionType] + SUCCEEDED: _ClassVar[TrialStatus.TrialConditionType] + KILLED: _ClassVar[TrialStatus.TrialConditionType] + FAILED: _ClassVar[TrialStatus.TrialConditionType] + METRICSUNAVAILABLE: _ClassVar[TrialStatus.TrialConditionType] + EARLYSTOPPED: _ClassVar[TrialStatus.TrialConditionType] + UNKNOWN: _ClassVar[TrialStatus.TrialConditionType] + CREATED: TrialStatus.TrialConditionType + RUNNING: TrialStatus.TrialConditionType + SUCCEEDED: TrialStatus.TrialConditionType + KILLED: TrialStatus.TrialConditionType + FAILED: TrialStatus.TrialConditionType + METRICSUNAVAILABLE: TrialStatus.TrialConditionType + EARLYSTOPPED: TrialStatus.TrialConditionType + UNKNOWN: TrialStatus.TrialConditionType + START_TIME_FIELD_NUMBER: _ClassVar[int] + COMPLETION_TIME_FIELD_NUMBER: _ClassVar[int] + CONDITION_FIELD_NUMBER: _ClassVar[int] + OBSERVATION_FIELD_NUMBER: _ClassVar[int] + start_time: str + completion_time: str + condition: TrialStatus.TrialConditionType + observation: Observation + def __init__(self, start_time: _Optional[str] = ..., completion_time: _Optional[str] = ..., condition: _Optional[_Union[TrialStatus.TrialConditionType, str]] = ..., observation: _Optional[_Union[Observation, _Mapping]] = ...) -> None: ... + +class Observation(_message.Message): + __slots__ = ("metrics",) + METRICS_FIELD_NUMBER: _ClassVar[int] + metrics: _containers.RepeatedCompositeFieldContainer[Metric] + def __init__(self, metrics: _Optional[_Iterable[_Union[Metric, _Mapping]]] = ...) -> None: ... + +class Metric(_message.Message): + __slots__ = ("name", "value") + NAME_FIELD_NUMBER: _ClassVar[int] + VALUE_FIELD_NUMBER: _ClassVar[int] + name: str + value: str + def __init__(self, name: _Optional[str] = ..., value: _Optional[str] = ...) -> None: ... + +class ReportObservationLogRequest(_message.Message): + __slots__ = ("trial_name", "observation_log") + TRIAL_NAME_FIELD_NUMBER: _ClassVar[int] + OBSERVATION_LOG_FIELD_NUMBER: _ClassVar[int] + trial_name: str + observation_log: ObservationLog + def __init__(self, trial_name: _Optional[str] = ..., observation_log: _Optional[_Union[ObservationLog, _Mapping]] = ...) -> None: ... + +class ReportObservationLogReply(_message.Message): + __slots__ = () + def __init__(self) -> None: ... + +class ObservationLog(_message.Message): + __slots__ = ("metric_logs",) + METRIC_LOGS_FIELD_NUMBER: _ClassVar[int] + metric_logs: _containers.RepeatedCompositeFieldContainer[MetricLog] + def __init__(self, metric_logs: _Optional[_Iterable[_Union[MetricLog, _Mapping]]] = ...) -> None: ... + +class MetricLog(_message.Message): + __slots__ = ("time_stamp", "metric") + TIME_STAMP_FIELD_NUMBER: _ClassVar[int] + METRIC_FIELD_NUMBER: _ClassVar[int] + time_stamp: str + metric: Metric + def __init__(self, time_stamp: _Optional[str] = ..., metric: _Optional[_Union[Metric, _Mapping]] = ...) -> None: ... + +class GetObservationLogRequest(_message.Message): + __slots__ = ("trial_name", "metric_name", "start_time", "end_time") + TRIAL_NAME_FIELD_NUMBER: _ClassVar[int] + METRIC_NAME_FIELD_NUMBER: _ClassVar[int] + START_TIME_FIELD_NUMBER: _ClassVar[int] + END_TIME_FIELD_NUMBER: _ClassVar[int] + trial_name: str + metric_name: str + start_time: str + end_time: str + def __init__(self, trial_name: _Optional[str] = ..., metric_name: _Optional[str] = ..., start_time: _Optional[str] = ..., end_time: _Optional[str] = ...) -> None: ... + +class GetObservationLogReply(_message.Message): + __slots__ = ("observation_log",) + OBSERVATION_LOG_FIELD_NUMBER: _ClassVar[int] + observation_log: ObservationLog + def __init__(self, observation_log: _Optional[_Union[ObservationLog, _Mapping]] = ...) -> None: ... + +class DeleteObservationLogRequest(_message.Message): + __slots__ = ("trial_name",) + TRIAL_NAME_FIELD_NUMBER: _ClassVar[int] + trial_name: str + def __init__(self, trial_name: _Optional[str] = ...) -> None: ... + +class DeleteObservationLogReply(_message.Message): + __slots__ = () + def __init__(self) -> None: ... + +class GetSuggestionsRequest(_message.Message): + __slots__ = ("experiment", "trials", "current_request_number", "total_request_number") + EXPERIMENT_FIELD_NUMBER: _ClassVar[int] + TRIALS_FIELD_NUMBER: _ClassVar[int] + CURRENT_REQUEST_NUMBER_FIELD_NUMBER: _ClassVar[int] + TOTAL_REQUEST_NUMBER_FIELD_NUMBER: _ClassVar[int] + experiment: Experiment + trials: _containers.RepeatedCompositeFieldContainer[Trial] + current_request_number: int + total_request_number: int + def __init__(self, experiment: _Optional[_Union[Experiment, _Mapping]] = ..., trials: _Optional[_Iterable[_Union[Trial, _Mapping]]] = ..., current_request_number: _Optional[int] = ..., total_request_number: _Optional[int] = ...) -> None: ... + +class GetSuggestionsReply(_message.Message): + __slots__ = ("parameter_assignments", "algorithm", "early_stopping_rules") + class ParameterAssignments(_message.Message): + __slots__ = ("assignments", "trial_name", "labels") + class LabelsEntry(_message.Message): + __slots__ = ("key", "value") + KEY_FIELD_NUMBER: _ClassVar[int] + VALUE_FIELD_NUMBER: _ClassVar[int] + key: str + value: str + def __init__(self, key: _Optional[str] = ..., value: _Optional[str] = ...) -> None: ... + ASSIGNMENTS_FIELD_NUMBER: _ClassVar[int] + TRIAL_NAME_FIELD_NUMBER: _ClassVar[int] + LABELS_FIELD_NUMBER: _ClassVar[int] + assignments: _containers.RepeatedCompositeFieldContainer[ParameterAssignment] + trial_name: str + labels: _containers.ScalarMap[str, str] + def __init__(self, assignments: _Optional[_Iterable[_Union[ParameterAssignment, _Mapping]]] = ..., trial_name: _Optional[str] = ..., labels: _Optional[_Mapping[str, str]] = ...) -> None: ... + PARAMETER_ASSIGNMENTS_FIELD_NUMBER: _ClassVar[int] + ALGORITHM_FIELD_NUMBER: _ClassVar[int] + EARLY_STOPPING_RULES_FIELD_NUMBER: _ClassVar[int] + parameter_assignments: _containers.RepeatedCompositeFieldContainer[GetSuggestionsReply.ParameterAssignments] + algorithm: AlgorithmSpec + early_stopping_rules: _containers.RepeatedCompositeFieldContainer[EarlyStoppingRule] + def __init__(self, parameter_assignments: _Optional[_Iterable[_Union[GetSuggestionsReply.ParameterAssignments, _Mapping]]] = ..., algorithm: _Optional[_Union[AlgorithmSpec, _Mapping]] = ..., early_stopping_rules: _Optional[_Iterable[_Union[EarlyStoppingRule, _Mapping]]] = ...) -> None: ... + +class ValidateAlgorithmSettingsRequest(_message.Message): + __slots__ = ("experiment",) + EXPERIMENT_FIELD_NUMBER: _ClassVar[int] + experiment: Experiment + def __init__(self, experiment: _Optional[_Union[Experiment, _Mapping]] = ...) -> None: ... + +class ValidateAlgorithmSettingsReply(_message.Message): + __slots__ = () + def __init__(self) -> None: ... + +class GetEarlyStoppingRulesRequest(_message.Message): + __slots__ = ("experiment", "trials", "db_manager_address") + EXPERIMENT_FIELD_NUMBER: _ClassVar[int] + TRIALS_FIELD_NUMBER: _ClassVar[int] + DB_MANAGER_ADDRESS_FIELD_NUMBER: _ClassVar[int] + experiment: Experiment + trials: _containers.RepeatedCompositeFieldContainer[Trial] + db_manager_address: str + def __init__(self, experiment: _Optional[_Union[Experiment, _Mapping]] = ..., trials: _Optional[_Iterable[_Union[Trial, _Mapping]]] = ..., db_manager_address: _Optional[str] = ...) -> None: ... + +class GetEarlyStoppingRulesReply(_message.Message): + __slots__ = ("early_stopping_rules",) + EARLY_STOPPING_RULES_FIELD_NUMBER: _ClassVar[int] + early_stopping_rules: _containers.RepeatedCompositeFieldContainer[EarlyStoppingRule] + def __init__(self, early_stopping_rules: _Optional[_Iterable[_Union[EarlyStoppingRule, _Mapping]]] = ...) -> None: ... + +class EarlyStoppingRule(_message.Message): + __slots__ = ("name", "value", "comparison", "start_step") + NAME_FIELD_NUMBER: _ClassVar[int] + VALUE_FIELD_NUMBER: _ClassVar[int] + COMPARISON_FIELD_NUMBER: _ClassVar[int] + START_STEP_FIELD_NUMBER: _ClassVar[int] + name: str + value: str + comparison: ComparisonType + start_step: int + def __init__(self, name: _Optional[str] = ..., value: _Optional[str] = ..., comparison: _Optional[_Union[ComparisonType, str]] = ..., start_step: _Optional[int] = ...) -> None: ... + +class ValidateEarlyStoppingSettingsRequest(_message.Message): + __slots__ = ("early_stopping",) + EARLY_STOPPING_FIELD_NUMBER: _ClassVar[int] + early_stopping: EarlyStoppingSpec + def __init__(self, early_stopping: _Optional[_Union[EarlyStoppingSpec, _Mapping]] = ...) -> None: ... + +class ValidateEarlyStoppingSettingsReply(_message.Message): + __slots__ = () + def __init__(self) -> None: ... + +class SetTrialStatusRequest(_message.Message): + __slots__ = ("trial_name",) + TRIAL_NAME_FIELD_NUMBER: _ClassVar[int] + trial_name: str + def __init__(self, trial_name: _Optional[str] = ...) -> None: ... + +class SetTrialStatusReply(_message.Message): + __slots__ = () + def __init__(self) -> None: ... diff --git a/pkg/apis/manager/v1beta1/python/api_pb2_grpc.py b/pkg/apis/manager/v1beta1/python/api_pb2_grpc.py index 7d5cbf79006..62ad535358f 100644 --- a/pkg/apis/manager/v1beta1/python/api_pb2_grpc.py +++ b/pkg/apis/manager/v1beta1/python/api_pb2_grpc.py @@ -1,227 +1,463 @@ # Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT! +"""Client and server classes corresponding to protobuf-defined services.""" import grpc import api_pb2 as api__pb2 class DBManagerStub(object): - """* - DBManager service defines APIs to manage Katib database. - """ - - def __init__(self, channel): - """Constructor. - - Args: - channel: A grpc.Channel. + """* + DBManager service defines APIs to manage Katib database. """ - self.ReportObservationLog = channel.unary_unary( - '/api.v1.beta1.DBManager/ReportObservationLog', - request_serializer=api__pb2.ReportObservationLogRequest.SerializeToString, - response_deserializer=api__pb2.ReportObservationLogReply.FromString, - ) - self.GetObservationLog = channel.unary_unary( - '/api.v1.beta1.DBManager/GetObservationLog', - request_serializer=api__pb2.GetObservationLogRequest.SerializeToString, - response_deserializer=api__pb2.GetObservationLogReply.FromString, - ) - self.DeleteObservationLog = channel.unary_unary( - '/api.v1.beta1.DBManager/DeleteObservationLog', - request_serializer=api__pb2.DeleteObservationLogRequest.SerializeToString, - response_deserializer=api__pb2.DeleteObservationLogReply.FromString, - ) + def __init__(self, channel): + """Constructor. + + Args: + channel: A grpc.Channel. + """ + self.ReportObservationLog = channel.unary_unary( + '/api.v1.beta1.DBManager/ReportObservationLog', + request_serializer=api__pb2.ReportObservationLogRequest.SerializeToString, + response_deserializer=api__pb2.ReportObservationLogReply.FromString, + _registered_method=True) + self.GetObservationLog = channel.unary_unary( + '/api.v1.beta1.DBManager/GetObservationLog', + request_serializer=api__pb2.GetObservationLogRequest.SerializeToString, + response_deserializer=api__pb2.GetObservationLogReply.FromString, + _registered_method=True) + self.DeleteObservationLog = channel.unary_unary( + '/api.v1.beta1.DBManager/DeleteObservationLog', + request_serializer=api__pb2.DeleteObservationLogRequest.SerializeToString, + response_deserializer=api__pb2.DeleteObservationLogReply.FromString, + _registered_method=True) -class DBManagerServicer(object): - """* - DBManager service defines APIs to manage Katib database. - """ - - def ReportObservationLog(self, request, context): - """* - Report a log of Observations for a Trial. - The log consists of timestamp and value of metric. - Katib store every log of metrics. - You can see accuracy curve or other metric logs on UI. - """ - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!') - def GetObservationLog(self, request, context): +class DBManagerServicer(object): """* - Get all log of Observations for a Trial. + DBManager service defines APIs to manage Katib database. """ - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!') - def DeleteObservationLog(self, request, context): - """* - Delete all log of Observations for a Trial. - """ - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!') + def ReportObservationLog(self, request, context): + """* + Report a log of Observations for a Trial. + The log consists of timestamp and value of metric. + Katib store every log of metrics. + You can see accuracy curve or other metric logs on UI. + """ + context.set_code(grpc.StatusCode.UNIMPLEMENTED) + context.set_details('Method not implemented!') + raise NotImplementedError('Method not implemented!') + + def GetObservationLog(self, request, context): + """* + Get all log of Observations for a Trial. + """ + context.set_code(grpc.StatusCode.UNIMPLEMENTED) + context.set_details('Method not implemented!') + raise NotImplementedError('Method not implemented!') + + def DeleteObservationLog(self, request, context): + """* + Delete all log of Observations for a Trial. + """ + context.set_code(grpc.StatusCode.UNIMPLEMENTED) + context.set_details('Method not implemented!') + raise NotImplementedError('Method not implemented!') def add_DBManagerServicer_to_server(servicer, server): - rpc_method_handlers = { - 'ReportObservationLog': grpc.unary_unary_rpc_method_handler( - servicer.ReportObservationLog, - request_deserializer=api__pb2.ReportObservationLogRequest.FromString, - response_serializer=api__pb2.ReportObservationLogReply.SerializeToString, - ), - 'GetObservationLog': grpc.unary_unary_rpc_method_handler( - servicer.GetObservationLog, - request_deserializer=api__pb2.GetObservationLogRequest.FromString, - response_serializer=api__pb2.GetObservationLogReply.SerializeToString, - ), - 'DeleteObservationLog': grpc.unary_unary_rpc_method_handler( - servicer.DeleteObservationLog, - request_deserializer=api__pb2.DeleteObservationLogRequest.FromString, - response_serializer=api__pb2.DeleteObservationLogReply.SerializeToString, - ), - } - generic_handler = grpc.method_handlers_generic_handler( - 'api.v1.beta1.DBManager', rpc_method_handlers) - server.add_generic_rpc_handlers((generic_handler,)) + rpc_method_handlers = { + 'ReportObservationLog': grpc.unary_unary_rpc_method_handler( + servicer.ReportObservationLog, + request_deserializer=api__pb2.ReportObservationLogRequest.FromString, + response_serializer=api__pb2.ReportObservationLogReply.SerializeToString, + ), + 'GetObservationLog': grpc.unary_unary_rpc_method_handler( + servicer.GetObservationLog, + request_deserializer=api__pb2.GetObservationLogRequest.FromString, + response_serializer=api__pb2.GetObservationLogReply.SerializeToString, + ), + 'DeleteObservationLog': grpc.unary_unary_rpc_method_handler( + servicer.DeleteObservationLog, + request_deserializer=api__pb2.DeleteObservationLogRequest.FromString, + response_serializer=api__pb2.DeleteObservationLogReply.SerializeToString, + ), + } + generic_handler = grpc.method_handlers_generic_handler( + 'api.v1.beta1.DBManager', rpc_method_handlers) + server.add_generic_rpc_handlers((generic_handler,)) + server.add_registered_method_handlers('api.v1.beta1.DBManager', rpc_method_handlers) + + + # This class is part of an EXPERIMENTAL API. +class DBManager(object): + """* + DBManager service defines APIs to manage Katib database. + """ + + @staticmethod + def ReportObservationLog(request, + target, + options=(), + channel_credentials=None, + call_credentials=None, + insecure=False, + compression=None, + wait_for_ready=None, + timeout=None, + metadata=None): + return grpc.experimental.unary_unary( + request, + target, + '/api.v1.beta1.DBManager/ReportObservationLog', + api__pb2.ReportObservationLogRequest.SerializeToString, + api__pb2.ReportObservationLogReply.FromString, + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) + + @staticmethod + def GetObservationLog(request, + target, + options=(), + channel_credentials=None, + call_credentials=None, + insecure=False, + compression=None, + wait_for_ready=None, + timeout=None, + metadata=None): + return grpc.experimental.unary_unary( + request, + target, + '/api.v1.beta1.DBManager/GetObservationLog', + api__pb2.GetObservationLogRequest.SerializeToString, + api__pb2.GetObservationLogReply.FromString, + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) + + @staticmethod + def DeleteObservationLog(request, + target, + options=(), + channel_credentials=None, + call_credentials=None, + insecure=False, + compression=None, + wait_for_ready=None, + timeout=None, + metadata=None): + return grpc.experimental.unary_unary( + request, + target, + '/api.v1.beta1.DBManager/DeleteObservationLog', + api__pb2.DeleteObservationLogRequest.SerializeToString, + api__pb2.DeleteObservationLogReply.FromString, + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) class SuggestionStub(object): - """* - Suggestion service defines APIs to manage Katib Suggestion from HP or NAS algorithms - """ + """* + Suggestion service defines APIs to manage Katib Suggestion from HP or NAS algorithms + """ - def __init__(self, channel): - """Constructor. + def __init__(self, channel): + """Constructor. - Args: - channel: A grpc.Channel. - """ - self.GetSuggestions = channel.unary_unary( - '/api.v1.beta1.Suggestion/GetSuggestions', - request_serializer=api__pb2.GetSuggestionsRequest.SerializeToString, - response_deserializer=api__pb2.GetSuggestionsReply.FromString, - ) - self.ValidateAlgorithmSettings = channel.unary_unary( - '/api.v1.beta1.Suggestion/ValidateAlgorithmSettings', - request_serializer=api__pb2.ValidateAlgorithmSettingsRequest.SerializeToString, - response_deserializer=api__pb2.ValidateAlgorithmSettingsReply.FromString, - ) + Args: + channel: A grpc.Channel. + """ + self.GetSuggestions = channel.unary_unary( + '/api.v1.beta1.Suggestion/GetSuggestions', + request_serializer=api__pb2.GetSuggestionsRequest.SerializeToString, + response_deserializer=api__pb2.GetSuggestionsReply.FromString, + _registered_method=True) + self.ValidateAlgorithmSettings = channel.unary_unary( + '/api.v1.beta1.Suggestion/ValidateAlgorithmSettings', + request_serializer=api__pb2.ValidateAlgorithmSettingsRequest.SerializeToString, + response_deserializer=api__pb2.ValidateAlgorithmSettingsReply.FromString, + _registered_method=True) class SuggestionServicer(object): - """* - Suggestion service defines APIs to manage Katib Suggestion from HP or NAS algorithms - """ + """* + Suggestion service defines APIs to manage Katib Suggestion from HP or NAS algorithms + """ - def GetSuggestions(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 GetSuggestions(self, request, context): + """Missing associated documentation comment in .proto file.""" + context.set_code(grpc.StatusCode.UNIMPLEMENTED) + context.set_details('Method not implemented!') + raise NotImplementedError('Method not implemented!') - def ValidateAlgorithmSettings(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 ValidateAlgorithmSettings(self, request, context): + """Missing associated documentation comment in .proto file.""" + 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 = { - 'GetSuggestions': grpc.unary_unary_rpc_method_handler( - servicer.GetSuggestions, - request_deserializer=api__pb2.GetSuggestionsRequest.FromString, - response_serializer=api__pb2.GetSuggestionsReply.SerializeToString, - ), - 'ValidateAlgorithmSettings': grpc.unary_unary_rpc_method_handler( - servicer.ValidateAlgorithmSettings, - request_deserializer=api__pb2.ValidateAlgorithmSettingsRequest.FromString, - response_serializer=api__pb2.ValidateAlgorithmSettingsReply.SerializeToString, - ), - } - generic_handler = grpc.method_handlers_generic_handler( - 'api.v1.beta1.Suggestion', rpc_method_handlers) - server.add_generic_rpc_handlers((generic_handler,)) + rpc_method_handlers = { + 'GetSuggestions': grpc.unary_unary_rpc_method_handler( + servicer.GetSuggestions, + request_deserializer=api__pb2.GetSuggestionsRequest.FromString, + response_serializer=api__pb2.GetSuggestionsReply.SerializeToString, + ), + 'ValidateAlgorithmSettings': grpc.unary_unary_rpc_method_handler( + servicer.ValidateAlgorithmSettings, + request_deserializer=api__pb2.ValidateAlgorithmSettingsRequest.FromString, + response_serializer=api__pb2.ValidateAlgorithmSettingsReply.SerializeToString, + ), + } + generic_handler = grpc.method_handlers_generic_handler( + 'api.v1.beta1.Suggestion', rpc_method_handlers) + server.add_generic_rpc_handlers((generic_handler,)) + server.add_registered_method_handlers('api.v1.beta1.Suggestion', rpc_method_handlers) + + + # This class is part of an EXPERIMENTAL API. +class Suggestion(object): + """* + Suggestion service defines APIs to manage Katib Suggestion from HP or NAS algorithms + """ + + @staticmethod + def GetSuggestions(request, + target, + options=(), + channel_credentials=None, + call_credentials=None, + insecure=False, + compression=None, + wait_for_ready=None, + timeout=None, + metadata=None): + return grpc.experimental.unary_unary( + request, + target, + '/api.v1.beta1.Suggestion/GetSuggestions', + api__pb2.GetSuggestionsRequest.SerializeToString, + api__pb2.GetSuggestionsReply.FromString, + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) + + @staticmethod + def ValidateAlgorithmSettings(request, + target, + options=(), + channel_credentials=None, + call_credentials=None, + insecure=False, + compression=None, + wait_for_ready=None, + timeout=None, + metadata=None): + return grpc.experimental.unary_unary( + request, + target, + '/api.v1.beta1.Suggestion/ValidateAlgorithmSettings', + api__pb2.ValidateAlgorithmSettingsRequest.SerializeToString, + api__pb2.ValidateAlgorithmSettingsReply.FromString, + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) class EarlyStoppingStub(object): - """* - EarlyStopping service defines APIs to manage Katib Early Stopping algorithms - """ + """* + EarlyStopping service defines APIs to manage Katib Early Stopping algorithms + """ + + def __init__(self, channel): + """Constructor. + + Args: + channel: A grpc.Channel. + """ + self.GetEarlyStoppingRules = channel.unary_unary( + '/api.v1.beta1.EarlyStopping/GetEarlyStoppingRules', + request_serializer=api__pb2.GetEarlyStoppingRulesRequest.SerializeToString, + response_deserializer=api__pb2.GetEarlyStoppingRulesReply.FromString, + _registered_method=True) + self.SetTrialStatus = channel.unary_unary( + '/api.v1.beta1.EarlyStopping/SetTrialStatus', + request_serializer=api__pb2.SetTrialStatusRequest.SerializeToString, + response_deserializer=api__pb2.SetTrialStatusReply.FromString, + _registered_method=True) + self.ValidateEarlyStoppingSettings = channel.unary_unary( + '/api.v1.beta1.EarlyStopping/ValidateEarlyStoppingSettings', + request_serializer=api__pb2.ValidateEarlyStoppingSettingsRequest.SerializeToString, + response_deserializer=api__pb2.ValidateEarlyStoppingSettingsReply.FromString, + _registered_method=True) - def __init__(self, channel): - """Constructor. - Args: - channel: A grpc.Channel. +class EarlyStoppingServicer(object): + """* + EarlyStopping service defines APIs to manage Katib Early Stopping algorithms """ - self.GetEarlyStoppingRules = channel.unary_unary( - '/api.v1.beta1.EarlyStopping/GetEarlyStoppingRules', - request_serializer=api__pb2.GetEarlyStoppingRulesRequest.SerializeToString, - response_deserializer=api__pb2.GetEarlyStoppingRulesReply.FromString, - ) - self.SetTrialStatus = channel.unary_unary( - '/api.v1.beta1.EarlyStopping/SetTrialStatus', - request_serializer=api__pb2.SetTrialStatusRequest.SerializeToString, - response_deserializer=api__pb2.SetTrialStatusReply.FromString, - ) - self.ValidateEarlyStoppingSettings = channel.unary_unary( - '/api.v1.beta1.EarlyStopping/ValidateEarlyStoppingSettings', - request_serializer=api__pb2.ValidateEarlyStoppingSettingsRequest.SerializeToString, - response_deserializer=api__pb2.ValidateEarlyStoppingSettingsReply.FromString, - ) + def GetEarlyStoppingRules(self, request, context): + """Missing associated documentation comment in .proto file.""" + context.set_code(grpc.StatusCode.UNIMPLEMENTED) + context.set_details('Method not implemented!') + raise NotImplementedError('Method not implemented!') -class EarlyStoppingServicer(object): - """* - EarlyStopping service defines APIs to manage Katib Early Stopping algorithms - """ - - def GetEarlyStoppingRules(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 SetTrialStatus(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 ValidateEarlyStoppingSettings(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 SetTrialStatus(self, request, context): + """Missing associated documentation comment in .proto file.""" + context.set_code(grpc.StatusCode.UNIMPLEMENTED) + context.set_details('Method not implemented!') + raise NotImplementedError('Method not implemented!') + + def ValidateEarlyStoppingSettings(self, request, context): + """Missing associated documentation comment in .proto file.""" + context.set_code(grpc.StatusCode.UNIMPLEMENTED) + context.set_details('Method not implemented!') + raise NotImplementedError('Method not implemented!') def add_EarlyStoppingServicer_to_server(servicer, server): - rpc_method_handlers = { - 'GetEarlyStoppingRules': grpc.unary_unary_rpc_method_handler( - servicer.GetEarlyStoppingRules, - request_deserializer=api__pb2.GetEarlyStoppingRulesRequest.FromString, - response_serializer=api__pb2.GetEarlyStoppingRulesReply.SerializeToString, - ), - 'SetTrialStatus': grpc.unary_unary_rpc_method_handler( - servicer.SetTrialStatus, - request_deserializer=api__pb2.SetTrialStatusRequest.FromString, - response_serializer=api__pb2.SetTrialStatusReply.SerializeToString, - ), - 'ValidateEarlyStoppingSettings': grpc.unary_unary_rpc_method_handler( - servicer.ValidateEarlyStoppingSettings, - request_deserializer=api__pb2.ValidateEarlyStoppingSettingsRequest.FromString, - response_serializer=api__pb2.ValidateEarlyStoppingSettingsReply.SerializeToString, - ), - } - generic_handler = grpc.method_handlers_generic_handler( - 'api.v1.beta1.EarlyStopping', rpc_method_handlers) - server.add_generic_rpc_handlers((generic_handler,)) + rpc_method_handlers = { + 'GetEarlyStoppingRules': grpc.unary_unary_rpc_method_handler( + servicer.GetEarlyStoppingRules, + request_deserializer=api__pb2.GetEarlyStoppingRulesRequest.FromString, + response_serializer=api__pb2.GetEarlyStoppingRulesReply.SerializeToString, + ), + 'SetTrialStatus': grpc.unary_unary_rpc_method_handler( + servicer.SetTrialStatus, + request_deserializer=api__pb2.SetTrialStatusRequest.FromString, + response_serializer=api__pb2.SetTrialStatusReply.SerializeToString, + ), + 'ValidateEarlyStoppingSettings': grpc.unary_unary_rpc_method_handler( + servicer.ValidateEarlyStoppingSettings, + request_deserializer=api__pb2.ValidateEarlyStoppingSettingsRequest.FromString, + response_serializer=api__pb2.ValidateEarlyStoppingSettingsReply.SerializeToString, + ), + } + generic_handler = grpc.method_handlers_generic_handler( + 'api.v1.beta1.EarlyStopping', rpc_method_handlers) + server.add_generic_rpc_handlers((generic_handler,)) + server.add_registered_method_handlers('api.v1.beta1.EarlyStopping', rpc_method_handlers) + + + # This class is part of an EXPERIMENTAL API. +class EarlyStopping(object): + """* + EarlyStopping service defines APIs to manage Katib Early Stopping algorithms + """ + + @staticmethod + def GetEarlyStoppingRules(request, + target, + options=(), + channel_credentials=None, + call_credentials=None, + insecure=False, + compression=None, + wait_for_ready=None, + timeout=None, + metadata=None): + return grpc.experimental.unary_unary( + request, + target, + '/api.v1.beta1.EarlyStopping/GetEarlyStoppingRules', + api__pb2.GetEarlyStoppingRulesRequest.SerializeToString, + api__pb2.GetEarlyStoppingRulesReply.FromString, + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) + + @staticmethod + def SetTrialStatus(request, + target, + options=(), + channel_credentials=None, + call_credentials=None, + insecure=False, + compression=None, + wait_for_ready=None, + timeout=None, + metadata=None): + return grpc.experimental.unary_unary( + request, + target, + '/api.v1.beta1.EarlyStopping/SetTrialStatus', + api__pb2.SetTrialStatusRequest.SerializeToString, + api__pb2.SetTrialStatusReply.FromString, + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) + + @staticmethod + def ValidateEarlyStoppingSettings(request, + target, + options=(), + channel_credentials=None, + call_credentials=None, + insecure=False, + compression=None, + wait_for_ready=None, + timeout=None, + metadata=None): + return grpc.experimental.unary_unary( + request, + target, + '/api.v1.beta1.EarlyStopping/ValidateEarlyStoppingSettings', + api__pb2.ValidateEarlyStoppingSettingsRequest.SerializeToString, + api__pb2.ValidateEarlyStoppingSettingsReply.FromString, + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) diff --git a/pkg/controller.v1beta1/suggestion/suggestionclient/suggestionclient_test.go b/pkg/controller.v1beta1/suggestion/suggestionclient/suggestionclient_test.go index 862e82b4636..b51e9f6cb29 100644 --- a/pkg/controller.v1beta1/suggestion/suggestionclient/suggestionclient_test.go +++ b/pkg/controller.v1beta1/suggestion/suggestionclient/suggestionclient_test.go @@ -28,6 +28,7 @@ import ( "google.golang.org/grpc" "google.golang.org/grpc/codes" "google.golang.org/grpc/status" + "google.golang.org/protobuf/proto" corev1 "k8s.io/api/core/v1" "k8s.io/apimachinery/pkg/api/equality" metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" @@ -52,7 +53,12 @@ type k8sMatcher struct { } func (k8s k8sMatcher) Matches(x interface{}) bool { - return equality.Semantic.DeepEqual(k8s.x, x) + switch ex := k8s.x.(type) { + case proto.Message: + return proto.Equal(ex, x.(proto.Message)) + default: + return equality.Semantic.DeepEqual(k8s.x, x) + } } func (k8s k8sMatcher) String() string { diff --git a/pkg/earlystopping/v1beta1/medianstop/service.py b/pkg/earlystopping/v1beta1/medianstop/service.py index 384d04f3a57..6658ab2a894 100644 --- a/pkg/earlystopping/v1beta1/medianstop/service.py +++ b/pkg/earlystopping/v1beta1/medianstop/service.py @@ -13,6 +13,7 @@ # limitations under the License. import logging +from typing import Iterable, Optional from kubernetes import client, config import multiprocessing from datetime import datetime @@ -64,7 +65,7 @@ def __init__(self): self.api_instance = client.CustomObjectsApi() - def ValidateEarlyStoppingSettings(self, request, context): + def ValidateEarlyStoppingSettings(self, request: api_pb2.ValidateEarlyStoppingSettingsRequest, context: grpc.ServicerContext) -> api_pb2.ValidateEarlyStoppingSettingsReply: is_valid, message = self.validate_early_stopping_spec(request.early_stopping) if not is_valid: context.set_code(grpc.StatusCode.INVALID_ARGUMENT) @@ -97,7 +98,7 @@ def validate_medianstop_setting(early_stopping_settings): return True, "" - def GetEarlyStoppingRules(self, request, context): + def GetEarlyStoppingRules(self, request: api_pb2.GetEarlyStoppingRulesRequest, context: grpc.ServicerContext) -> api_pb2.GetSuggestionsReply: logger.info("Get new early stopping rules") # Get required values for the first call. @@ -137,24 +138,32 @@ def GetEarlyStoppingRules(self, request, context): early_stopping_rules=early_stopping_rules ) - def get_early_stopping_settings(self, early_stopping_settings): + def get_early_stopping_settings(self, early_stopping_settings: Iterable[api_pb2.EarlyStoppingSetting]): for setting in early_stopping_settings: if setting.name == "min_trials_required": self.min_trials_required = int(setting.value) elif setting.name == "start_step": self.start_step = int(setting.value) - def get_median_value(self, trials): + def get_median_value(self, trials: Iterable[api_pb2.Trial]) -> Optional[float]: for trial in trials: # Get metrics only for the new succeeded Trials. - if trial.name not in self.trials_avg_history and trial.status.condition == SUCCEEDED_TRIAL: - channel = grpc.beta.implementations.insecure_channel( - self.db_manager_address[0], int(self.db_manager_address[1])) - with api_pb2.beta_create_DBManager_stub(channel) as client: - get_log_response = client.GetObservationLog(api_pb2.GetObservationLogRequest( - trial_name=trial.name, - metric_name=self.objective_metric - ), timeout=APISERVER_TIMEOUT) + if ( + trial.name not in self.trials_avg_history + and trial.status.condition == SUCCEEDED_TRIAL + ): + with grpc.insecure_channel( + f"{self.db_manager_address[0]}:{self.db_manager_address[1]}" + ) as channel: + stub = api_pb2_grpc.DBManagerStub(channel) + get_log_response: api_pb2.GetObservationLogReply = ( + stub.GetObservationLog( + api_pb2.GetObservationLogRequest( + trial_name=trial.name, metric_name=self.objective_metric + ), + timeout=APISERVER_TIMEOUT, + ) + ) # Get only first start_step metrics. # Since metrics are collected consistently and ordered by time, we slice top start_step metrics. @@ -181,7 +190,7 @@ def get_median_value(self, trials): )) return None - def SetTrialStatus(self, request, context): + def SetTrialStatus(self, request: api_pb2.SetTrialStatusRequest, context: grpc.ServicerContext) -> api_pb2.SetTrialStatusReply: trial_name = request.trial_name logger.info("Update status for Trial: {}".format(trial_name)) diff --git a/pkg/metricscollector/v1beta1/file-metricscollector/file-metricscollector_test.go b/pkg/metricscollector/v1beta1/file-metricscollector/file-metricscollector_test.go index 87353f09a9b..14e505f6ec4 100644 --- a/pkg/metricscollector/v1beta1/file-metricscollector/file-metricscollector_test.go +++ b/pkg/metricscollector/v1beta1/file-metricscollector/file-metricscollector_test.go @@ -27,6 +27,7 @@ import ( commonv1beta1 "github.com/kubeflow/katib/pkg/apis/controller/common/v1beta1" v1beta1 "github.com/kubeflow/katib/pkg/apis/manager/v1beta1" "github.com/kubeflow/katib/pkg/controller.v1beta1/consts" + "google.golang.org/protobuf/testing/protocmp" ) func TestCollectObservationLog(t *testing.T) { @@ -320,7 +321,7 @@ invalid INFO {metricName: loss, metricValue: 0.3634}`, if diff := cmp.Diff(test.wantError, err, cmpopts.EquateErrors()); len(diff) != 0 { t.Errorf("Unexpected error (-want,+got):\n%s", diff) } - if diff := cmp.Diff(test.expected, actual); len(diff) != 0 { + if diff := cmp.Diff(test.expected, actual, protocmp.Transform()); len(diff) != 0 { t.Errorf("Unexpected parsed result (-want,+got):\n%s", diff) } }) diff --git a/test/__init__.py b/test/__init__.py new file mode 100644 index 00000000000..e69de29bb2d diff --git a/test/conftest.py b/test/conftest.py new file mode 100644 index 00000000000..6d492c40318 --- /dev/null +++ b/test/conftest.py @@ -0,0 +1,12 @@ +import os +from sys import path + +root = os.path.join(os.path.dirname(__file__), "..") +path.extend( + [ + os.path.join(root, "pkg/apis/manager/v1beta1/python"), + os.path.join(root, "pkg/apis/manager/health/python"), + os.path.join(root, "pkg/metricscollector/v1beta1/common"), + os.path.join(root, "pkg/metricscollector/v1beta1/tfevent-metricscollector"), + ] +)