(modelName string, serverName string, desiredReplicas uint32, replicas []int, version uint32, replicaStates []store.ModelReplicaState, )
| 1059 | } |
| 1060 | |
| 1061 | func createTestModel(modelName string, |
| 1062 | serverName string, |
| 1063 | desiredReplicas uint32, |
| 1064 | replicas []int, |
| 1065 | version uint32, |
| 1066 | replicaStates []store.ModelReplicaState, |
| 1067 | ) func(inc *IncrementalProcessor, g *WithT) { |
| 1068 | f := func(inc *IncrementalProcessor, g *WithT) { |
| 1069 | model := &scheduler.Model{ |
| 1070 | Meta: &scheduler.MetaData{ |
| 1071 | Name: modelName, |
| 1072 | }, |
| 1073 | ModelSpec: &scheduler.ModelSpec{ |
| 1074 | Uri: "gs://" + util.CreateRequestId(), // Create a random uri |
| 1075 | }, |
| 1076 | DeploymentSpec: &scheduler.DeploymentSpec{ |
| 1077 | Replicas: desiredReplicas, |
| 1078 | }, |
| 1079 | } |
| 1080 | err := inc.modelStore.UpdateModel(&scheduler.LoadModelRequest{Model: model}) |
| 1081 | g.Expect(err).To(BeNil()) |
| 1082 | var serverReplicas []*store.ServerReplica |
| 1083 | for _, replicaIdx := range replicas { |
| 1084 | var serverReplica *store.ServerReplica |
| 1085 | server, err := inc.modelStore.GetServer(serverName, false, true) |
| 1086 | g.Expect(err).To(BeNil()) |
| 1087 | if server != nil { |
| 1088 | if sr, ok := server.Replicas[replicaIdx]; ok { |
| 1089 | serverReplica = sr |
| 1090 | } |
| 1091 | } |
| 1092 | if serverReplica == nil { |
| 1093 | serverReplica = store.NewServerReplica("", 1, 2, replicaIdx, nil, nil, 1000, 1000, 0, nil, 0) |
| 1094 | } |
| 1095 | serverReplicas = append(serverReplicas, serverReplica) |
| 1096 | } |
| 1097 | |
| 1098 | // this adds all model replicas as `LoadRequested` |
| 1099 | err = inc.modelStore.UpdateLoadedModels(modelName, version, serverName, serverReplicas) |
| 1100 | g.Expect(err).To(BeNil()) |
| 1101 | |
| 1102 | for idx, replicaIdx := range replicas { |
| 1103 | err = inc.modelStore.UpdateModelState(modelName, version, serverName, replicaIdx, nil, store.LoadRequested, replicaStates[idx], "", nil) |
| 1104 | g.Expect(err).To(BeNil()) |
| 1105 | } |
| 1106 | |
| 1107 | err = inc.modelUpdate(modelName) |
| 1108 | g.Expect(err).To(BeNil()) |
| 1109 | } |
| 1110 | return f |
| 1111 | } |
| 1112 | |
| 1113 | func removeTestModel( |
| 1114 | modelName string, |
no test coverage detected