GoogleCloudAiplatformV1Model class

A trained machine learning Model.

Constructors

GoogleCloudAiplatformV1Model({String? artifactUri, GoogleCloudAiplatformV1ModelBaseModelSource? baseModelSource, GoogleCloudAiplatformV1ModelContainerSpec? containerSpec, String? createTime, GoogleCloudAiplatformV1ModelDataStats? dataStats, List<GoogleCloudAiplatformV1DeployedModelRef>? deployedModels, String? description, String? displayName, GoogleCloudAiplatformV1EncryptionSpec? encryptionSpec, String? etag, GoogleCloudAiplatformV1ExplanationSpec? explanationSpec, Map<String, String>? labels, Object? metadata, String? metadataArtifact, String? metadataSchemaUri, GoogleCloudAiplatformV1ModelSourceInfo? modelSourceInfo, String? name, GoogleCloudAiplatformV1ModelOriginalModelInfo? originalModelInfo, String? pipelineJob, GoogleCloudAiplatformV1PredictSchemata? predictSchemata, List<String>? supportedDeploymentResourcesTypes, List<GoogleCloudAiplatformV1ModelExportFormat>? supportedExportFormats, List<String>? supportedInputStorageFormats, List<String>? supportedOutputStorageFormats, String? trainingPipeline, String? updateTime, List<String>? versionAliases, String? versionCreateTime, String? versionDescription, String? versionId, String? versionUpdateTime})
GoogleCloudAiplatformV1Model.fromJson(Map json_)

Properties

artifactUri ↔ String?
The path to the directory containing the Model artifact and any of its supporting files.
getter/setter pair
baseModelSource ↔ GoogleCloudAiplatformV1ModelBaseModelSource?
User input field to specify the base model source.
getter/setter pair
containerSpec ↔ GoogleCloudAiplatformV1ModelContainerSpec?
Input only.
getter/setter pair
createTime ↔ String?
Timestamp when this Model was uploaded into Vertex AI.
getter/setter pair
dataStats ↔ GoogleCloudAiplatformV1ModelDataStats?
Stats of data used for training or evaluating the Model.
getter/setter pair
deployedModels ↔ List<GoogleCloudAiplatformV1DeployedModelRef>?
The pointers to DeployedModels created from this Model.
getter/setter pair
description ↔ String?
The description of the Model.
getter/setter pair
displayName ↔ String?
The display name of the Model.
getter/setter pair
encryptionSpec ↔ GoogleCloudAiplatformV1EncryptionSpec?
Customer-managed encryption key spec for a Model.
getter/setter pair
etag ↔ String?
Used to perform consistent read-modify-write updates.
getter/setter pair
explanationSpec ↔ GoogleCloudAiplatformV1ExplanationSpec?
The default explanation specification for this Model.
getter/setter pair
hashCode → int
The hash code for this object.
no setterinherited
labels ↔ Map<String, String>?
The labels with user-defined metadata to organize your Models.
getter/setter pair
metadata ↔ Object?
An additional information about the Model; the schema of the metadata can be found in metadata_schema.
getter/setter pair
metadataArtifact ↔ String?
The resource name of the Artifact that was created in MetadataStore when creating the Model.
getter/setter pair
metadataSchemaUri ↔ String?
Points to a YAML file stored on Google Cloud Storage describing additional information about the Model, that is specific to it.
getter/setter pair
modelSourceInfo ↔ GoogleCloudAiplatformV1ModelSourceInfo?
Source of a model.
getter/setter pair
name ↔ String?
The resource name of the Model.
getter/setter pair
originalModelInfo ↔ GoogleCloudAiplatformV1ModelOriginalModelInfo?
If this Model is a copy of another Model, this contains info about the original.
getter/setter pair
pipelineJob ↔ String?
This field is populated if the model is produced by a pipeline job.
getter/setter pair
predictSchemata ↔ GoogleCloudAiplatformV1PredictSchemata?
The schemata that describe formats of the Model's predictions and explanations as given and returned via PredictionService.Predict and PredictionService.Explain.
getter/setter pair
runtimeType → Type
A representation of the runtime type of the object.
no setterinherited
supportedDeploymentResourcesTypes ↔ List<String>?
When this Model is deployed, its prediction resources are described by the prediction_resources field of the Endpoint.deployed_models object.
getter/setter pair
supportedExportFormats ↔ List<GoogleCloudAiplatformV1ModelExportFormat>?
The formats in which this Model may be exported.
getter/setter pair
supportedInputStorageFormats ↔ List<String>?
The formats this Model supports in BatchPredictionJob.input_config.
getter/setter pair
supportedOutputStorageFormats ↔ List<String>?
The formats this Model supports in BatchPredictionJob.output_config.
getter/setter pair
trainingPipeline ↔ String?
The resource name of the TrainingPipeline that uploaded this Model, if any.
getter/setter pair
updateTime ↔ String?
Timestamp when this Model was most recently updated.
getter/setter pair
versionAliases ↔ List<String>?
User provided version aliases so that a model version can be referenced via alias (i.e. projects/{project}/locations/{location}/models/{model_id}@{version_alias} instead of auto-generated version id (i.e. projects/{project}/locations/{location}/models/{model_id}@{version_id}).
getter/setter pair
versionCreateTime ↔ String?
Timestamp when this version was created.
getter/setter pair
versionDescription ↔ String?
The description of this version.
getter/setter pair
versionId ↔ String?
The version ID of the model.
getter/setter pair
versionUpdateTime ↔ String?
Timestamp when this version was most recently updated.
getter/setter pair

Methods

noSuchMethod(Invocation invocation) → dynamic
Invoked when a nonexistent method or property is accessed.
inherited
toJson() → Map<String, dynamic>
toString() → String
A string representation of this object.
inherited

Operators

operator ==(Object other) → bool
The equality operator.
inherited