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 \ V1Methods
__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 |
↳ model_reference |
string
Optional. Reference to the public base model last used by the dataset. Only set for prompt datasets. |
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 |
|
getModelReference
Optional. Reference to the public base model last used by the dataset. Only set for prompt datasets.
| Returns | |
|---|---|
| Type | Description |
string |
|
setModelReference
Optional. Reference to the public base model last used by the dataset. Only set for prompt datasets.
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this |
|