Index

A

Affinity (class in hydrosdk.deployment_configuration) AnyDimSize (class in hydrosdk.signature) Application (class in hydrosdk.application) ApplicationBuilder (class in hydrosdk.application)

ApplicationStatus (class in hydrosdk.application) as_metric() (hydrosdk.modelversion.ModelVersion method) assign_metrics() (hydrosdk.modelversion.ModelVersion method) attach_ds() (in module hydrosdk.signature)

B

BadRequestException BadResponseException build() (hydrosdk.application.ApplicationBuilder method) (hydrosdk.deployment_configuration.DeploymentConfigurationBuilder method) (hydrosdk.modelversion.ModelVersionBuilder method)

build_external() (hydrosdk.modelversion.ModelVersionBuilder method) build_info() (hydrosdk.cluster.Cluster method) build_logs() (hydrosdk.modelversion.ModelVersion method)

C

Cluster (class in hydrosdk.cluster)

ContainerSpec (class in hydrosdk.deployment_configuration) create() (hydrosdk.servable.Servable static method)

D

DataProfileStatus (class in hydrosdk.modelversion) DataUploadResponse (class in hydrosdk.modelversion) DataUploadResponse.Failed DataUploadResponse.NotRegistered DataUploadResponse.Unknown

delete() (hydrosdk.application.Application static method) (hydrosdk.deployment_configuration.DeploymentConfiguration static method) (hydrosdk.servable.Servable static method) DeploymentConfiguration (class in hydrosdk.deployment_configuration) DeploymentConfigurationBuilder (class in hydrosdk.deployment_configuration) DeploymentSpec (class in hydrosdk.deployment_configuration)

F

field_from_dict() (in module hydrosdk.signature) field_to_dict() (in module hydrosdk.signature) find() (hydrosdk.application.Application static method) (hydrosdk.deployment_configuration.DeploymentConfiguration static method) (hydrosdk.modelversion.ModelVersion static method)

find_by_id() (hydrosdk.modelversion.ModelVersion static method) find_by_model_name() (hydrosdk.modelversion.ModelVersion static method) find_by_name() (hydrosdk.servable.Servable static method) from_camel_case() (hydrosdk.servable.ServableStatus static method)

H

HorizontalPodAutoScalerSpec (class in hydrosdk.deployment_configuration) hydrosdk.application module hydrosdk.cluster module hydrosdk.deployment_configuration module hydrosdk.exceptions module hydrosdk.image module

hydrosdk.modelversion module hydrosdk.monitoring module hydrosdk.predictor module hydrosdk.servable module hydrosdk.signature module HydrosphereException

L

LabelSelector (class in hydrosdk.deployment_configuration) LabelSelectorRequirement (class in hydrosdk.deployment_configuration) list() (hydrosdk.application.Application static method) (hydrosdk.deployment_configuration.DeploymentConfiguration static method) (hydrosdk.modelversion.ModelVersion static method) (hydrosdk.servable.Servable static method)

lock_till_released() (hydrosdk.modelversion.ModelVersion method) lock_while_starting() (hydrosdk.application.Application method) (hydrosdk.servable.Servable method)

M

MetricModel (class in hydrosdk.monitoring) MetricSpecConfig (class in hydrosdk.monitoring) MetricSpecException mock_input_data() (in module hydrosdk.signature) ModelSignature_to_signature_dict() (in module hydrosdk.signature) ModelVersion (class in hydrosdk.modelversion) ModelVersion.ReleaseFailed ModelVersionBuilder (class in hydrosdk.modelversion) ModelVersionStatus (class in hydrosdk.modelversion) module hydrosdk.application hydrosdk.cluster hydrosdk.deployment_configuration hydrosdk.exceptions hydrosdk.image hydrosdk.modelversion hydrosdk.monitoring hydrosdk.predictor hydrosdk.servable hydrosdk.signature

MonitorableApplicationPredictionService (class in hydrosdk.predictor) MonitorableServablePredictionService (class in hydrosdk.predictor)

N

NodeAffinity (class in hydrosdk.deployment_configuration) NodeSelector (class in hydrosdk.deployment_configuration)

NodeSelectorRequirement (class in hydrosdk.deployment_configuration) NodeSelectorTerm (class in hydrosdk.deployment_configuration)

P

parse_field() (in module hydrosdk.signature) PodAffinity (class in hydrosdk.deployment_configuration) PodAffinityTerm (class in hydrosdk.deployment_configuration) PodAntiAffinity (class in hydrosdk.deployment_configuration) PodSpec (class in hydrosdk.deployment_configuration) predict() (hydrosdk.predictor.PredictServiceClient method) predict_resp_to_df() (hydrosdk.predictor.PredictServiceClient static method)

predict_resp_to_dict_np() (hydrosdk.predictor.PredictServiceClient static method) predict_resp_to_dict_pydtype() (hydrosdk.predictor.PredictServiceClient static method) PredictImplementation (class in hydrosdk.predictor) predictor() (hydrosdk.application.Application method) (hydrosdk.servable.Servable method) PredictServiceClient (class in hydrosdk.predictor) PreferredSchedulingTerm (class in hydrosdk.deployment_configuration) ProfilingType (class in hydrosdk.signature)

R

request() (hydrosdk.cluster.Cluster method)

resolve_paths() (in module hydrosdk.modelversion) ResourceRequirements (class in hydrosdk.deployment_configuration)

S

Servable (class in hydrosdk.servable) ServableException ServableStatus (class in hydrosdk.servable)

shape_to_dict() (in module hydrosdk.signature) signature_dict_to_ModelSignature() (in module hydrosdk.signature) SignatureViolationException

T

ThresholdCmpOp (class in hydrosdk.monitoring) TimeoutException

to_proto() (hydrosdk.modelversion.ModelVersion method) Toleration (class in hydrosdk.deployment_configuration)

U

UnknownException

UnmonitorableServablePredictionService (class in hydrosdk.predictor) upload_training_data() (hydrosdk.modelversion.ModelVersion method)

W

wait() (hydrosdk.modelversion.DataUploadResponse method) WeightedPodAffinityTerm (class in hydrosdk.deployment_configuration) with_affinity() (hydrosdk.deployment_configuration.DeploymentConfigurationBuilder method) with_env() (hydrosdk.deployment_configuration.DeploymentConfigurationBuilder method) with_hpa() (hydrosdk.deployment_configuration.DeploymentConfigurationBuilder method) with_install_command() (hydrosdk.modelversion.ModelVersionBuilder method) with_kafka_params() (hydrosdk.application.ApplicationBuilder method) with_metadata() (hydrosdk.application.ApplicationBuilder method) (hydrosdk.modelversion.ModelVersionBuilder method) with_metadatas() (hydrosdk.application.ApplicationBuilder method)

with_monitoring_configuration() (hydrosdk.modelversion.ModelVersionBuilder method) with_payload() (hydrosdk.modelversion.ModelVersionBuilder method) with_pod_node_selector() (hydrosdk.deployment_configuration.DeploymentConfigurationBuilder method) with_replicas() (hydrosdk.deployment_configuration.DeploymentConfigurationBuilder method) with_resource_requirements() (hydrosdk.deployment_configuration.DeploymentConfigurationBuilder method) with_runtime() (hydrosdk.modelversion.ModelVersionBuilder method) with_signature() (hydrosdk.modelversion.ModelVersionBuilder method) with_stage() (hydrosdk.application.ApplicationBuilder method) with_toleration() (hydrosdk.deployment_configuration.DeploymentConfigurationBuilder method) with_training_data() (hydrosdk.modelversion.ModelVersionBuilder method)