Google Cloud Ai Platform V1 Client - Class Dataset (0.37.1)

Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class Dataset.

A collection of DataItems and Annotations on them.

Generated from protobuf message google.cloud.aiplatform.v1.Dataset

Namespace

Google \ Cloud \ AIPlatform \ V1

Methods

__construct

Constructor.

Parameters
Name Description
data array

Optional. Data for populating the Message object.
↳ name string

Output only. The resource name of the Dataset.
↳ display_name string

Required. The user-defined name of the Dataset. The name can be up to 128 characters long and can consist of any UTF-8 characters.
↳ description string

The description of the Dataset.
↳ metadata_schema_uri string

Required. Points to a YAML file stored on Google Cloud Storage describing additional information about the Dataset. The schema is defined as an OpenAPI 3.0.2 Schema Object. The schema files that can be used here are found in gs://google-cloud-aiplatform/schema/dataset/metadata/.
↳ metadata Google\Protobuf\Value

Required. Additional information about the Dataset.
↳ data_item_count int|string

Output only. The number of DataItems in this Dataset. Only apply for non-structured Dataset.
↳ create_time Google\Protobuf\Timestamp

Output only. Timestamp when this Dataset was created.
↳ update_time Google\Protobuf\Timestamp

Output only. Timestamp when this Dataset was last updated.
↳ etag string

Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
↳ labels array|Google\Protobuf\Internal\MapField

The labels with user-defined metadata to organize your Datasets. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. No more than 64 user labels can be associated with one Dataset (System labels are excluded). See https://goo.gl/xmQnxf for more information and examples of labels. System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable. Following system labels exist for each Dataset: * "aiplatform.googleapis.com/dataset_metadata_schema": output only, its value is the metadata_schema's title.
↳ saved_queries array<Google\Cloud\AIPlatform\V1\SavedQuery>

All SavedQueries belong to the Dataset will be returned in List/Get Dataset response. The annotation_specs field will not be populated except for UI cases which will only use annotation_spec_count. In CreateDataset request, a SavedQuery is created together if this field is set, up to one SavedQuery can be set in CreateDatasetRequest. The SavedQuery should not contain any AnnotationSpec.
↳ encryption_spec Google\Cloud\AIPlatform\V1\EncryptionSpec

Customer-managed encryption key spec for a Dataset. If set, this Dataset and all sub-resources of this Dataset will be secured by this key.
↳ metadata_artifact string

Output only. The resource name of the Artifact that was created in MetadataStore when creating the Dataset. The Artifact resource name pattern is projects/{project}/locations/{location}/metadataStores/{metadata_store}/artifacts/{artifact}.

getName

Output only. The resource name of the Dataset.

Returns
Type Description
string

setName

Output only. The resource name of the Dataset.

Parameter
Name Description
var string
Returns
Type Description
$this

getDisplayName

Required. The user-defined name of the Dataset.

The name can be up to 128 characters long and can consist of any UTF-8 characters.

Returns
Type Description
string

setDisplayName

Required. The user-defined name of the Dataset.

The name can be up to 128 characters long and can consist of any UTF-8 characters.

Parameter
Name Description
var string
Returns
Type Description
$this

getDescription

The description of the Dataset.

Returns
Type Description
string

setDescription

The description of the Dataset.

Parameter
Name Description
var string
Returns
Type Description
$this

getMetadataSchemaUri

Required. Points to a YAML file stored on Google Cloud Storage describing additional information about the Dataset. The schema is defined as an OpenAPI 3.0.2 Schema Object. The schema files that can be used here are found in gs://google-cloud-aiplatform/schema/dataset/metadata/.

Returns
Type Description
string

setMetadataSchemaUri

Required. Points to a YAML file stored on Google Cloud Storage describing additional information about the Dataset. The schema is defined as an OpenAPI 3.0.2 Schema Object. The schema files that can be used here are found in gs://google-cloud-aiplatform/schema/dataset/metadata/.

Parameter
Name Description
var string
Returns
Type Description
$this

getMetadata

Required. Additional information about the Dataset.

Returns
Type Description
Google\Protobuf\Value|null

hasMetadata

clearMetadata

setMetadata

Required. Additional information about the Dataset.

Parameter
Name Description
var Google\Protobuf\Value
Returns
Type Description
$this

getDataItemCount

Output only. The number of DataItems in this Dataset. Only apply for non-structured Dataset.

Returns
Type Description
int|string

setDataItemCount

Output only. The number of DataItems in this Dataset. Only apply for non-structured Dataset.

Parameter
Name Description
var int|string
Returns
Type Description
$this

getCreateTime

Output only. Timestamp when this Dataset was created.

Returns
Type Description
Google\Protobuf\Timestamp|null

hasCreateTime

clearCreateTime

setCreateTime

Output only. Timestamp when this Dataset was created.

Parameter
Name Description
var Google\Protobuf\Timestamp
Returns
Type Description
$this

getUpdateTime

Output only. Timestamp when this Dataset was last updated.

Returns
Type Description
Google\Protobuf\Timestamp|null

hasUpdateTime

clearUpdateTime

setUpdateTime

Output only. Timestamp when this Dataset was last updated.

Parameter
Name Description
var Google\Protobuf\Timestamp
Returns
Type Description
$this

getEtag

Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

Returns
Type Description
string

setEtag

Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

Parameter
Name Description
var string
Returns
Type Description
$this

getLabels

The labels with user-defined metadata to organize your Datasets.

Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. No more than 64 user labels can be associated with one Dataset (System labels are excluded). See https://goo.gl/xmQnxf for more information and examples of labels. System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable. Following system labels exist for each Dataset:

  • "aiplatform.googleapis.com/dataset_metadata_schema": output only, its value is the metadata_schema's title.
Returns
Type Description
Google\Protobuf\Internal\MapField

setLabels

The labels with user-defined metadata to organize your Datasets.

Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. No more than 64 user labels can be associated with one Dataset (System labels are excluded). See https://goo.gl/xmQnxf for more information and examples of labels. System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable. Following system labels exist for each Dataset:

  • "aiplatform.googleapis.com/dataset_metadata_schema": output only, its value is the metadata_schema's title.
Parameter
Name Description
var array|Google\Protobuf\Internal\MapField
Returns
Type Description
$this

getSavedQueries

All SavedQueries belong to the Dataset will be returned in List/Get Dataset response. The annotation_specs field will not be populated except for UI cases which will only use annotation_spec_count.

In CreateDataset request, a SavedQuery is created together if this field is set, up to one SavedQuery can be set in CreateDatasetRequest. The SavedQuery should not contain any AnnotationSpec.

Returns
Type Description
Google\Protobuf\Internal\RepeatedField

setSavedQueries

All SavedQueries belong to the Dataset will be returned in List/Get Dataset response. The annotation_specs field will not be populated except for UI cases which will only use annotation_spec_count.

In CreateDataset request, a SavedQuery is created together if this field is set, up to one SavedQuery can be set in CreateDatasetRequest. The SavedQuery should not contain any AnnotationSpec.

Parameter
Name Description
var array<Google\Cloud\AIPlatform\V1\SavedQuery>
Returns
Type Description
$this

getEncryptionSpec

Customer-managed encryption key spec for a Dataset. If set, this Dataset and all sub-resources of this Dataset will be secured by this key.

Returns
Type Description
Google\Cloud\AIPlatform\V1\EncryptionSpec|null

hasEncryptionSpec

clearEncryptionSpec

setEncryptionSpec

Customer-managed encryption key spec for a Dataset. If set, this Dataset and all sub-resources of this Dataset will be secured by this key.

Parameter
Name Description
var Google\Cloud\AIPlatform\V1\EncryptionSpec
Returns
Type Description
$this

getMetadataArtifact

Output only. The resource name of the Artifact that was created in MetadataStore when creating the Dataset. The Artifact resource name pattern is projects/{project}/locations/{location}/metadataStores/{metadata_store}/artifacts/{artifact}.

Returns
Type Description
string

setMetadataArtifact

Output only. The resource name of the Artifact that was created in MetadataStore when creating the Dataset. The Artifact resource name pattern is projects/{project}/locations/{location}/metadataStores/{metadata_store}/artifacts/{artifact}.

Parameter
Name Description
var string
Returns
Type Description
$this