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PackagesGoogle Cloud Classic v7.20.0 published on Wednesday, Apr 24, 2024 by Pulumi
gcp.vertex.AiFeatureGroupFeature
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Vertex AI Feature Group Feature is feature metadata information.
To get more information about FeatureGroupFeature, see:
- API documentation
- How-to Guides
Example Usage
Vertex Ai Feature Group Feature
import * as pulumi from "@pulumi/pulumi";
import * as gcp from "@pulumi/gcp";
const sampleDataset = new gcp.bigquery.Dataset("sample_dataset", {
datasetId: "job_load_dataset",
friendlyName: "test",
description: "This is a test description",
location: "US",
});
const sampleTable = new gcp.bigquery.Table("sample_table", {
deletionProtection: false,
datasetId: sampleDataset.datasetId,
tableId: "job_load_table",
schema: `[
{
"name": "feature_id",
"type": "STRING",
"mode": "NULLABLE"
},
{
"name": "example_feature",
"type": "STRING",
"mode": "NULLABLE"
},
{
"name": "feature_timestamp",
"type": "TIMESTAMP",
"mode": "NULLABLE"
}
]
`,
});
const sampleFeatureGroup = new gcp.vertex.AiFeatureGroup("sample_feature_group", {
name: "example_feature_group",
description: "A sample feature group",
region: "us-central1",
labels: {
"label-one": "value-one",
},
bigQuery: {
bigQuerySource: {
inputUri: pulumi.interpolate`bq://${sampleTable.project}.${sampleTable.datasetId}.${sampleTable.tableId}`,
},
entityIdColumns: ["feature_id"],
},
});
const featureGroupFeature = new gcp.vertex.AiFeatureGroupFeature("feature_group_feature", {
name: "example_feature",
region: "us-central1",
featureGroup: sampleFeatureGroup.name,
description: "A sample feature",
labels: {
"label-one": "value-one",
},
});
import pulumi
import pulumi_gcp as gcp
sample_dataset = gcp.bigquery.Dataset("sample_dataset",
dataset_id="job_load_dataset",
friendly_name="test",
description="This is a test description",
location="US")
sample_table = gcp.bigquery.Table("sample_table",
deletion_protection=False,
dataset_id=sample_dataset.dataset_id,
table_id="job_load_table",
schema="""[
{
"name": "feature_id",
"type": "STRING",
"mode": "NULLABLE"
},
{
"name": "example_feature",
"type": "STRING",
"mode": "NULLABLE"
},
{
"name": "feature_timestamp",
"type": "TIMESTAMP",
"mode": "NULLABLE"
}
]
""")
sample_feature_group = gcp.vertex.AiFeatureGroup("sample_feature_group",
name="example_feature_group",
description="A sample feature group",
region="us-central1",
labels={
"label-one": "value-one",
},
big_query=gcp.vertex.AiFeatureGroupBigQueryArgs(
big_query_source=gcp.vertex.AiFeatureGroupBigQueryBigQuerySourceArgs(
input_uri=pulumi.Output.all(sample_table.project, sample_table.dataset_id, sample_table.table_id).apply(lambda project, dataset_id, table_id: f"bq://{project}.{dataset_id}.{table_id}"),
),
entity_id_columns=["feature_id"],
))
feature_group_feature = gcp.vertex.AiFeatureGroupFeature("feature_group_feature",
name="example_feature",
region="us-central1",
feature_group=sample_feature_group.name,
description="A sample feature",
labels={
"label-one": "value-one",
})
package main
import (
"fmt"
"github.com/pulumi/pulumi-gcp/sdk/v7/go/gcp/bigquery"
"github.com/pulumi/pulumi-gcp/sdk/v7/go/gcp/vertex"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)
func main() {
pulumi.Run(func(ctx *pulumi.Context) error {
sampleDataset, err := bigquery.NewDataset(ctx, "sample_dataset", &bigquery.DatasetArgs{
DatasetId: pulumi.String("job_load_dataset"),
FriendlyName: pulumi.String("test"),
Description: pulumi.String("This is a test description"),
Location: pulumi.String("US"),
})
if err != nil {
return err
}
sampleTable, err := bigquery.NewTable(ctx, "sample_table", &bigquery.TableArgs{
DeletionProtection: pulumi.Bool(false),
DatasetId: sampleDataset.DatasetId,
TableId: pulumi.String("job_load_table"),
Schema: pulumi.String(`[
{
"name": "feature_id",
"type": "STRING",
"mode": "NULLABLE"
},
{
"name": "example_feature",
"type": "STRING",
"mode": "NULLABLE"
},
{
"name": "feature_timestamp",
"type": "TIMESTAMP",
"mode": "NULLABLE"
}
]
`),
})
if err != nil {
return err
}
sampleFeatureGroup, err := vertex.NewAiFeatureGroup(ctx, "sample_feature_group", &vertex.AiFeatureGroupArgs{
Name: pulumi.String("example_feature_group"),
Description: pulumi.String("A sample feature group"),
Region: pulumi.String("us-central1"),
Labels: pulumi.StringMap{
"label-one": pulumi.String("value-one"),
},
BigQuery: &vertex.AiFeatureGroupBigQueryArgs{
BigQuerySource: &vertex.AiFeatureGroupBigQueryBigQuerySourceArgs{
InputUri: pulumi.All(sampleTable.Project, sampleTable.DatasetId, sampleTable.TableId).ApplyT(func(_args []interface{}) (string, error) {
project := _args[0].(string)
datasetId := _args[1].(string)
tableId := _args[2].(string)
return fmt.Sprintf("bq://%v.%v.%v", project, datasetId, tableId), nil
}).(pulumi.StringOutput),
},
EntityIdColumns: pulumi.StringArray{
pulumi.String("feature_id"),
},
},
})
if err != nil {
return err
}
_, err = vertex.NewAiFeatureGroupFeature(ctx, "feature_group_feature", &vertex.AiFeatureGroupFeatureArgs{
Name: pulumi.String("example_feature"),
Region: pulumi.String("us-central1"),
FeatureGroup: sampleFeatureGroup.Name,
Description: pulumi.String("A sample feature"),
Labels: pulumi.StringMap{
"label-one": pulumi.String("value-one"),
},
})
if err != nil {
return err
}
return nil
})
}
using System.Collections.Generic;
using System.Linq;
using Pulumi;
using Gcp = Pulumi.Gcp;
return await Deployment.RunAsync(() =>
{
var sampleDataset = new Gcp.BigQuery.Dataset("sample_dataset", new()
{
DatasetId = "job_load_dataset",
FriendlyName = "test",
Description = "This is a test description",
Location = "US",
});
var sampleTable = new Gcp.BigQuery.Table("sample_table", new()
{
DeletionProtection = false,
DatasetId = sampleDataset.DatasetId,
TableId = "job_load_table",
Schema = @"[
{
""name"": ""feature_id"",
""type"": ""STRING"",
""mode"": ""NULLABLE""
},
{
""name"": ""example_feature"",
""type"": ""STRING"",
""mode"": ""NULLABLE""
},
{
""name"": ""feature_timestamp"",
""type"": ""TIMESTAMP"",
""mode"": ""NULLABLE""
}
]
",
});
var sampleFeatureGroup = new Gcp.Vertex.AiFeatureGroup("sample_feature_group", new()
{
Name = "example_feature_group",
Description = "A sample feature group",
Region = "us-central1",
Labels =
{
{ "label-one", "value-one" },
},
BigQuery = new Gcp.Vertex.Inputs.AiFeatureGroupBigQueryArgs
{
BigQuerySource = new Gcp.Vertex.Inputs.AiFeatureGroupBigQueryBigQuerySourceArgs
{
InputUri = Output.Tuple(sampleTable.Project, sampleTable.DatasetId, sampleTable.TableId).Apply(values =>
{
var project = values.Item1;
var datasetId = values.Item2;
var tableId = values.Item3;
return $"bq://{project}.{datasetId}.{tableId}";
}),
},
EntityIdColumns = new[]
{
"feature_id",
},
},
});
var featureGroupFeature = new Gcp.Vertex.AiFeatureGroupFeature("feature_group_feature", new()
{
Name = "example_feature",
Region = "us-central1",
FeatureGroup = sampleFeatureGroup.Name,
Description = "A sample feature",
Labels =
{
{ "label-one", "value-one" },
},
});
});
package generated_program;
import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.gcp.bigquery.Dataset;
import com.pulumi.gcp.bigquery.DatasetArgs;
import com.pulumi.gcp.bigquery.Table;
import com.pulumi.gcp.bigquery.TableArgs;
import com.pulumi.gcp.vertex.AiFeatureGroup;
import com.pulumi.gcp.vertex.AiFeatureGroupArgs;
import com.pulumi.gcp.vertex.inputs.AiFeatureGroupBigQueryArgs;
import com.pulumi.gcp.vertex.inputs.AiFeatureGroupBigQueryBigQuerySourceArgs;
import com.pulumi.gcp.vertex.AiFeatureGroupFeature;
import com.pulumi.gcp.vertex.AiFeatureGroupFeatureArgs;
import java.util.List;
import java.util.ArrayList;
import java.util.Map;
import java.io.File;
import java.nio.file.Files;
import java.nio.file.Paths;
public class App {
public static void main(String[] args) {
Pulumi.run(App::stack);
}
public static void stack(Context ctx) {
var sampleDataset = new Dataset("sampleDataset", DatasetArgs.builder()
.datasetId("job_load_dataset")
.friendlyName("test")
.description("This is a test description")
.location("US")
.build());
var sampleTable = new Table("sampleTable", TableArgs.builder()
.deletionProtection(false)
.datasetId(sampleDataset.datasetId())
.tableId("job_load_table")
.schema("""
[
{
"name": "feature_id",
"type": "STRING",
"mode": "NULLABLE"
},
{
"name": "example_feature",
"type": "STRING",
"mode": "NULLABLE"
},
{
"name": "feature_timestamp",
"type": "TIMESTAMP",
"mode": "NULLABLE"
}
]
""")
.build());
var sampleFeatureGroup = new AiFeatureGroup("sampleFeatureGroup", AiFeatureGroupArgs.builder()
.name("example_feature_group")
.description("A sample feature group")
.region("us-central1")
.labels(Map.of("label-one", "value-one"))
.bigQuery(AiFeatureGroupBigQueryArgs.builder()
.bigQuerySource(AiFeatureGroupBigQueryBigQuerySourceArgs.builder()
.inputUri(Output.tuple(sampleTable.project(), sampleTable.datasetId(), sampleTable.tableId()).applyValue(values -> {
var project = values.t1;
var datasetId = values.t2;
var tableId = values.t3;
return String.format("bq://%s.%s.%s", project,datasetId,tableId);
}))
.build())
.entityIdColumns("feature_id")
.build())
.build());
var featureGroupFeature = new AiFeatureGroupFeature("featureGroupFeature", AiFeatureGroupFeatureArgs.builder()
.name("example_feature")
.region("us-central1")
.featureGroup(sampleFeatureGroup.name())
.description("A sample feature")
.labels(Map.of("label-one", "value-one"))
.build());
}
}
resources:
featureGroupFeature:
type: gcp:vertex:AiFeatureGroupFeature
name: feature_group_feature
properties:
name: example_feature
region: us-central1
featureGroup: ${sampleFeatureGroup.name}
description: A sample feature
labels:
label-one: value-one
sampleFeatureGroup:
type: gcp:vertex:AiFeatureGroup
name: sample_feature_group
properties:
name: example_feature_group
description: A sample feature group
region: us-central1
labels:
label-one: value-one
bigQuery:
bigQuerySource:
inputUri: bq://${sampleTable.project}.${sampleTable.datasetId}.${sampleTable.tableId}
entityIdColumns:
- feature_id
sampleDataset:
type: gcp:bigquery:Dataset
name: sample_dataset
properties:
datasetId: job_load_dataset
friendlyName: test
description: This is a test description
location: US
sampleTable:
type: gcp:bigquery:Table
name: sample_table
properties:
deletionProtection: false
datasetId: ${sampleDataset.datasetId}
tableId: job_load_table
schema: |
[
{
"name": "feature_id",
"type": "STRING",
"mode": "NULLABLE"
},
{
"name": "example_feature",
"type": "STRING",
"mode": "NULLABLE"
},
{
"name": "feature_timestamp",
"type": "TIMESTAMP",
"mode": "NULLABLE"
}
]
Create AiFeatureGroupFeature Resource
Resources are created with functions called constructors. To learn more about declaring and configuring resources, see Resources.
Constructor syntax
new AiFeatureGroupFeature(name: string, args: AiFeatureGroupFeatureArgs, opts?: CustomResourceOptions);@overload
def AiFeatureGroupFeature(resource_name: str,
args: AiFeatureGroupFeatureArgs,
opts: Optional[ResourceOptions] = None)
@overload
def AiFeatureGroupFeature(resource_name: str,
opts: Optional[ResourceOptions] = None,
feature_group: Optional[str] = None,
region: Optional[str] = None,
description: Optional[str] = None,
labels: Optional[Mapping[str, str]] = None,
name: Optional[str] = None,
project: Optional[str] = None,
version_column_name: Optional[str] = None)func NewAiFeatureGroupFeature(ctx *Context, name string, args AiFeatureGroupFeatureArgs, opts ...ResourceOption) (*AiFeatureGroupFeature, error)public AiFeatureGroupFeature(string name, AiFeatureGroupFeatureArgs args, CustomResourceOptions? opts = null)
public AiFeatureGroupFeature(String name, AiFeatureGroupFeatureArgs args)
public AiFeatureGroupFeature(String name, AiFeatureGroupFeatureArgs args, CustomResourceOptions options)
type: gcp:vertex:AiFeatureGroupFeature
properties: # The arguments to resource properties.
options: # Bag of options to control resource's behavior.
Parameters
- name string
- The unique name of the resource.
- args AiFeatureGroupFeatureArgs
- The arguments to resource properties.
- opts CustomResourceOptions
- Bag of options to control resource's behavior.
- resource_name str
- The unique name of the resource.
- args AiFeatureGroupFeatureArgs
- The arguments to resource properties.
- opts ResourceOptions
- Bag of options to control resource's behavior.
- ctx Context
- Context object for the current deployment.
- name string
- The unique name of the resource.
- args AiFeatureGroupFeatureArgs
- The arguments to resource properties.
- opts ResourceOption
- Bag of options to control resource's behavior.
- name string
- The unique name of the resource.
- args AiFeatureGroupFeatureArgs
- The arguments to resource properties.
- opts CustomResourceOptions
- Bag of options to control resource's behavior.
- name String
- The unique name of the resource.
- args AiFeatureGroupFeatureArgs
- The arguments to resource properties.
- options CustomResourceOptions
- Bag of options to control resource's behavior.
Example
The following reference example uses placeholder values for all input properties.
var aiFeatureGroupFeatureResource = new Gcp.Vertex.AiFeatureGroupFeature("aiFeatureGroupFeatureResource", new()
{
FeatureGroup = "string",
Region = "string",
Description = "string",
Labels =
{
{ "string", "string" },
},
Name = "string",
Project = "string",
VersionColumnName = "string",
});
example, err := vertex.NewAiFeatureGroupFeature(ctx, "aiFeatureGroupFeatureResource", &vertex.AiFeatureGroupFeatureArgs{
FeatureGroup: pulumi.String("string"),
Region: pulumi.String("string"),
Description: pulumi.String("string"),
Labels: pulumi.StringMap{
"string": pulumi.String("string"),
},
Name: pulumi.String("string"),
Project: pulumi.String("string"),
VersionColumnName: pulumi.String("string"),
})
var aiFeatureGroupFeatureResource = new AiFeatureGroupFeature("aiFeatureGroupFeatureResource", AiFeatureGroupFeatureArgs.builder()
.featureGroup("string")
.region("string")
.description("string")
.labels(Map.of("string", "string"))
.name("string")
.project("string")
.versionColumnName("string")
.build());
ai_feature_group_feature_resource = gcp.vertex.AiFeatureGroupFeature("aiFeatureGroupFeatureResource",
feature_group="string",
region="string",
description="string",
labels={
"string": "string",
},
name="string",
project="string",
version_column_name="string")
const aiFeatureGroupFeatureResource = new gcp.vertex.AiFeatureGroupFeature("aiFeatureGroupFeatureResource", {
featureGroup: "string",
region: "string",
description: "string",
labels: {
string: "string",
},
name: "string",
project: "string",
versionColumnName: "string",
});
type: gcp:vertex:AiFeatureGroupFeature
properties:
description: string
featureGroup: string
labels:
string: string
name: string
project: string
region: string
versionColumnName: string
AiFeatureGroupFeature Resource Properties
To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.
Inputs
The AiFeatureGroupFeature resource accepts the following input properties:
- Feature
Group string - The name of the Feature Group.
- Region string
- The region for the resource. It should be the same as the feature group's region.
- Description string
- The description of the FeatureGroup.
- Labels Dictionary<string, string>
- The labels with user-defined metadata to organize your FeatureGroup.
Note: This field is non-authoritative, and will only manage the labels present in your configuration.
Please refer to the field
effective_labelsfor all of the labels present on the resource. - Name string
- The resource name of the Feature Group Feature.
- Project string
- The ID of the project in which the resource belongs. If it is not provided, the provider project is used.
- Version
Column stringName - The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use featureId.
- Feature
Group string - The name of the Feature Group.
- Region string
- The region for the resource. It should be the same as the feature group's region.
- Description string
- The description of the FeatureGroup.
- Labels map[string]string
- The labels with user-defined metadata to organize your FeatureGroup.
Note: This field is non-authoritative, and will only manage the labels present in your configuration.
Please refer to the field
effective_labelsfor all of the labels present on the resource. - Name string
- The resource name of the Feature Group Feature.
- Project string
- The ID of the project in which the resource belongs. If it is not provided, the provider project is used.
- Version
Column stringName - The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use featureId.
- feature
Group String - The name of the Feature Group.
- region String
- The region for the resource. It should be the same as the feature group's region.
- description String
- The description of the FeatureGroup.
- labels Map<String,String>
- The labels with user-defined metadata to organize your FeatureGroup.
Note: This field is non-authoritative, and will only manage the labels present in your configuration.
Please refer to the field
effective_labelsfor all of the labels present on the resource. - name String
- The resource name of the Feature Group Feature.
- project String
- The ID of the project in which the resource belongs. If it is not provided, the provider project is used.
- version
Column StringName - The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use featureId.
- feature
Group string - The name of the Feature Group.
- region string
- The region for the resource. It should be the same as the feature group's region.
- description string
- The description of the FeatureGroup.
- labels {[key: string]: string}
- The labels with user-defined metadata to organize your FeatureGroup.
Note: This field is non-authoritative, and will only manage the labels present in your configuration.
Please refer to the field
effective_labelsfor all of the labels present on the resource. - name string
- The resource name of the Feature Group Feature.
- project string
- The ID of the project in which the resource belongs. If it is not provided, the provider project is used.
- version
Column stringName - The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use featureId.
- feature_
group str - The name of the Feature Group.
- region str
- The region for the resource. It should be the same as the feature group's region.
- description str
- The description of the FeatureGroup.
- labels Mapping[str, str]
- The labels with user-defined metadata to organize your FeatureGroup.
Note: This field is non-authoritative, and will only manage the labels present in your configuration.
Please refer to the field
effective_labelsfor all of the labels present on the resource. - name str
- The resource name of the Feature Group Feature.
- project str
- The ID of the project in which the resource belongs. If it is not provided, the provider project is used.
- version_
column_ strname - The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use featureId.
- feature
Group String - The name of the Feature Group.
- region String
- The region for the resource. It should be the same as the feature group's region.
- description String
- The description of the FeatureGroup.
- labels Map<String>
- The labels with user-defined metadata to organize your FeatureGroup.
Note: This field is non-authoritative, and will only manage the labels present in your configuration.
Please refer to the field
effective_labelsfor all of the labels present on the resource. - name String
- The resource name of the Feature Group Feature.
- project String
- The ID of the project in which the resource belongs. If it is not provided, the provider project is used.
- version
Column StringName - The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use featureId.
Outputs
All input properties are implicitly available as output properties. Additionally, the AiFeatureGroupFeature resource produces the following output properties:
- Create
Time string - The timestamp of when the FeatureGroup was created in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- Effective
Labels Dictionary<string, string> - All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services.
- Id string
- The provider-assigned unique ID for this managed resource.
- Pulumi
Labels Dictionary<string, string> - The combination of labels configured directly on the resource and default labels configured on the provider.
- Update
Time string - The timestamp of when the FeatureGroup was last updated in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- Create
Time string - The timestamp of when the FeatureGroup was created in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- Effective
Labels map[string]string - All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services.
- Id string
- The provider-assigned unique ID for this managed resource.
- Pulumi
Labels map[string]string - The combination of labels configured directly on the resource and default labels configured on the provider.
- Update
Time string - The timestamp of when the FeatureGroup was last updated in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- create
Time String - The timestamp of when the FeatureGroup was created in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- effective
Labels Map<String,String> - All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services.
- id String
- The provider-assigned unique ID for this managed resource.
- pulumi
Labels Map<String,String> - The combination of labels configured directly on the resource and default labels configured on the provider.
- update
Time String - The timestamp of when the FeatureGroup was last updated in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- create
Time string - The timestamp of when the FeatureGroup was created in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- effective
Labels {[key: string]: string} - All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services.
- id string
- The provider-assigned unique ID for this managed resource.
- pulumi
Labels {[key: string]: string} - The combination of labels configured directly on the resource and default labels configured on the provider.
- update
Time string - The timestamp of when the FeatureGroup was last updated in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- create_
time str - The timestamp of when the FeatureGroup was created in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- effective_
labels Mapping[str, str] - All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services.
- id str
- The provider-assigned unique ID for this managed resource.
- pulumi_
labels Mapping[str, str] - The combination of labels configured directly on the resource and default labels configured on the provider.
- update_
time str - The timestamp of when the FeatureGroup was last updated in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- create
Time String - The timestamp of when the FeatureGroup was created in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- effective
Labels Map<String> - All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services.
- id String
- The provider-assigned unique ID for this managed resource.
- pulumi
Labels Map<String> - The combination of labels configured directly on the resource and default labels configured on the provider.
- update
Time String - The timestamp of when the FeatureGroup was last updated in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
Look up Existing AiFeatureGroupFeature Resource
Get an existing AiFeatureGroupFeature resource’s state with the given name, ID, and optional extra properties used to qualify the lookup.
public static get(name: string, id: Input<ID>, state?: AiFeatureGroupFeatureState, opts?: CustomResourceOptions): AiFeatureGroupFeature@staticmethod
def get(resource_name: str,
id: str,
opts: Optional[ResourceOptions] = None,
create_time: Optional[str] = None,
description: Optional[str] = None,
effective_labels: Optional[Mapping[str, str]] = None,
feature_group: Optional[str] = None,
labels: Optional[Mapping[str, str]] = None,
name: Optional[str] = None,
project: Optional[str] = None,
pulumi_labels: Optional[Mapping[str, str]] = None,
region: Optional[str] = None,
update_time: Optional[str] = None,
version_column_name: Optional[str] = None) -> AiFeatureGroupFeaturefunc GetAiFeatureGroupFeature(ctx *Context, name string, id IDInput, state *AiFeatureGroupFeatureState, opts ...ResourceOption) (*AiFeatureGroupFeature, error)public static AiFeatureGroupFeature Get(string name, Input<string> id, AiFeatureGroupFeatureState? state, CustomResourceOptions? opts = null)public static AiFeatureGroupFeature get(String name, Output<String> id, AiFeatureGroupFeatureState state, CustomResourceOptions options)Resource lookup is not supported in YAML- name
- The unique name of the resulting resource.
- id
- The unique provider ID of the resource to lookup.
- state
- Any extra arguments used during the lookup.
- opts
- A bag of options that control this resource's behavior.
- resource_name
- The unique name of the resulting resource.
- id
- The unique provider ID of the resource to lookup.
- name
- The unique name of the resulting resource.
- id
- The unique provider ID of the resource to lookup.
- state
- Any extra arguments used during the lookup.
- opts
- A bag of options that control this resource's behavior.
- name
- The unique name of the resulting resource.
- id
- The unique provider ID of the resource to lookup.
- state
- Any extra arguments used during the lookup.
- opts
- A bag of options that control this resource's behavior.
- name
- The unique name of the resulting resource.
- id
- The unique provider ID of the resource to lookup.
- state
- Any extra arguments used during the lookup.
- opts
- A bag of options that control this resource's behavior.
- Create
Time string - The timestamp of when the FeatureGroup was created in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- Description string
- The description of the FeatureGroup.
- Effective
Labels Dictionary<string, string> - All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services.
- Feature
Group string - The name of the Feature Group.
- Labels Dictionary<string, string>
- The labels with user-defined metadata to organize your FeatureGroup.
Note: This field is non-authoritative, and will only manage the labels present in your configuration.
Please refer to the field
effective_labelsfor all of the labels present on the resource. - Name string
- The resource name of the Feature Group Feature.
- Project string
- The ID of the project in which the resource belongs. If it is not provided, the provider project is used.
- Pulumi
Labels Dictionary<string, string> - The combination of labels configured directly on the resource and default labels configured on the provider.
- Region string
- The region for the resource. It should be the same as the feature group's region.
- Update
Time string - The timestamp of when the FeatureGroup was last updated in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- Version
Column stringName - The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use featureId.
- Create
Time string - The timestamp of when the FeatureGroup was created in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- Description string
- The description of the FeatureGroup.
- Effective
Labels map[string]string - All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services.
- Feature
Group string - The name of the Feature Group.
- Labels map[string]string
- The labels with user-defined metadata to organize your FeatureGroup.
Note: This field is non-authoritative, and will only manage the labels present in your configuration.
Please refer to the field
effective_labelsfor all of the labels present on the resource. - Name string
- The resource name of the Feature Group Feature.
- Project string
- The ID of the project in which the resource belongs. If it is not provided, the provider project is used.
- Pulumi
Labels map[string]string - The combination of labels configured directly on the resource and default labels configured on the provider.
- Region string
- The region for the resource. It should be the same as the feature group's region.
- Update
Time string - The timestamp of when the FeatureGroup was last updated in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- Version
Column stringName - The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use featureId.
- create
Time String - The timestamp of when the FeatureGroup was created in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- description String
- The description of the FeatureGroup.
- effective
Labels Map<String,String> - All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services.
- feature
Group String - The name of the Feature Group.
- labels Map<String,String>
- The labels with user-defined metadata to organize your FeatureGroup.
Note: This field is non-authoritative, and will only manage the labels present in your configuration.
Please refer to the field
effective_labelsfor all of the labels present on the resource. - name String
- The resource name of the Feature Group Feature.
- project String
- The ID of the project in which the resource belongs. If it is not provided, the provider project is used.
- pulumi
Labels Map<String,String> - The combination of labels configured directly on the resource and default labels configured on the provider.
- region String
- The region for the resource. It should be the same as the feature group's region.
- update
Time String - The timestamp of when the FeatureGroup was last updated in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- version
Column StringName - The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use featureId.
- create
Time string - The timestamp of when the FeatureGroup was created in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- description string
- The description of the FeatureGroup.
- effective
Labels {[key: string]: string} - All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services.
- feature
Group string - The name of the Feature Group.
- labels {[key: string]: string}
- The labels with user-defined metadata to organize your FeatureGroup.
Note: This field is non-authoritative, and will only manage the labels present in your configuration.
Please refer to the field
effective_labelsfor all of the labels present on the resource. - name string
- The resource name of the Feature Group Feature.
- project string
- The ID of the project in which the resource belongs. If it is not provided, the provider project is used.
- pulumi
Labels {[key: string]: string} - The combination of labels configured directly on the resource and default labels configured on the provider.
- region string
- The region for the resource. It should be the same as the feature group's region.
- update
Time string - The timestamp of when the FeatureGroup was last updated in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- version
Column stringName - The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use featureId.
- create_
time str - The timestamp of when the FeatureGroup was created in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- description str
- The description of the FeatureGroup.
- effective_
labels Mapping[str, str] - All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services.
- feature_
group str - The name of the Feature Group.
- labels Mapping[str, str]
- The labels with user-defined metadata to organize your FeatureGroup.
Note: This field is non-authoritative, and will only manage the labels present in your configuration.
Please refer to the field
effective_labelsfor all of the labels present on the resource. - name str
- The resource name of the Feature Group Feature.
- project str
- The ID of the project in which the resource belongs. If it is not provided, the provider project is used.
- pulumi_
labels Mapping[str, str] - The combination of labels configured directly on the resource and default labels configured on the provider.
- region str
- The region for the resource. It should be the same as the feature group's region.
- update_
time str - The timestamp of when the FeatureGroup was last updated in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- version_
column_ strname - The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use featureId.
- create
Time String - The timestamp of when the FeatureGroup was created in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- description String
- The description of the FeatureGroup.
- effective
Labels Map<String> - All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services.
- feature
Group String - The name of the Feature Group.
- labels Map<String>
- The labels with user-defined metadata to organize your FeatureGroup.
Note: This field is non-authoritative, and will only manage the labels present in your configuration.
Please refer to the field
effective_labelsfor all of the labels present on the resource. - name String
- The resource name of the Feature Group Feature.
- project String
- The ID of the project in which the resource belongs. If it is not provided, the provider project is used.
- pulumi
Labels Map<String> - The combination of labels configured directly on the resource and default labels configured on the provider.
- region String
- The region for the resource. It should be the same as the feature group's region.
- update
Time String - The timestamp of when the FeatureGroup was last updated in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits.
- version
Column StringName - The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use featureId.
Import
FeatureGroupFeature can be imported using any of these accepted formats:
projects/{{project}}/locations/{{region}}/featureGroups/{{feature_group}}/features/{{name}}{{project}}/{{region}}/{{feature_group}}/{{name}}{{region}}/{{feature_group}}/{{name}}{{feature_group}}/{{name}}
When using the pulumi import command, FeatureGroupFeature can be imported using one of the formats above. For example:
$ pulumi import gcp:vertex/aiFeatureGroupFeature:AiFeatureGroupFeature default projects/{{project}}/locations/{{region}}/featureGroups/{{feature_group}}/features/{{name}}
$ pulumi import gcp:vertex/aiFeatureGroupFeature:AiFeatureGroupFeature default {{project}}/{{region}}/{{feature_group}}/{{name}}
$ pulumi import gcp:vertex/aiFeatureGroupFeature:AiFeatureGroupFeature default {{region}}/{{feature_group}}/{{name}}
$ pulumi import gcp:vertex/aiFeatureGroupFeature:AiFeatureGroupFeature default {{feature_group}}/{{name}}
To learn more about importing existing cloud resources, see Importing resources.
Package Details
- Repository
- Google Cloud (GCP) Classic pulumi/pulumi-gcp
- License
- Apache-2.0
- Notes
- This Pulumi package is based on the
google-betaTerraform Provider.