Google Cloud Native v0.32.0, Nov 29 23

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Google Cloud Native v0.32.0 published on Wednesday, Nov 29, 2023 by Pulumi

pulumi/pulumi-google-native

google-native.aiplatform/v1.FeatureOnlineStore

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Google Cloud Native is in preview. Google Cloud Classic is fully supported.

Google Cloud Native v0.32.0 published on Wednesday, Nov 29, 2023 by Pulumi

pulumi/pulumi-google-native

Create FeatureOnlineStore Resource

Resources are created with functions called constructors. To learn more about declaring and configuring resources, see Resources.

Constructor syntax

new FeatureOnlineStore(name: string, args: FeatureOnlineStoreArgs, opts?: CustomResourceOptions);

@overload
def FeatureOnlineStore(resource_name: str,
                       args: FeatureOnlineStoreArgs,
                       opts: Optional[ResourceOptions] = None)

@overload
def FeatureOnlineStore(resource_name: str,
                       opts: Optional[ResourceOptions] = None,
                       feature_online_store_id: Optional[str] = None,
                       bigtable: Optional[GoogleCloudAiplatformV1FeatureOnlineStoreBigtableArgs] = None,
                       etag: Optional[str] = None,
                       labels: Optional[Mapping[str, str]] = None,
                       location: Optional[str] = None,
                       project: Optional[str] = None)

func NewFeatureOnlineStore(ctx *Context, name string, args FeatureOnlineStoreArgs, opts ...ResourceOption) (*FeatureOnlineStore, error)

public FeatureOnlineStore(string name, FeatureOnlineStoreArgs args, CustomResourceOptions? opts = null)

public FeatureOnlineStore(String name, FeatureOnlineStoreArgs args)
public FeatureOnlineStore(String name, FeatureOnlineStoreArgs args, CustomResourceOptions options)

type: google-native:aiplatform/v1:FeatureOnlineStore
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 FeatureOnlineStoreArgs: 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 FeatureOnlineStoreArgs: 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 FeatureOnlineStoreArgs: The arguments to resource properties.
opts ResourceOption: Bag of options to control resource's behavior.

name string: The unique name of the resource.
args FeatureOnlineStoreArgs: The arguments to resource properties.
opts CustomResourceOptions: Bag of options to control resource's behavior.

name String: The unique name of the resource.
args FeatureOnlineStoreArgs: The arguments to resource properties.
options CustomResourceOptions: Bag of options to control resource's behavior.

Constructor example

The following reference example uses placeholder values for all input properties.

var featureOnlineStoreResource = new GoogleNative.Aiplatform.V1.FeatureOnlineStore("featureOnlineStoreResource", new()
{
    FeatureOnlineStoreId = "string",
    Bigtable = new GoogleNative.Aiplatform.V1.Inputs.GoogleCloudAiplatformV1FeatureOnlineStoreBigtableArgs
    {
        AutoScaling = new GoogleNative.Aiplatform.V1.Inputs.GoogleCloudAiplatformV1FeatureOnlineStoreBigtableAutoScalingArgs
        {
            MaxNodeCount = 0,
            MinNodeCount = 0,
            CpuUtilizationTarget = 0,
        },
    },
    Etag = "string",
    Labels = 
    {
        { "string", "string" },
    },
    Location = "string",
    Project = "string",
});

example, err := aiplatform.NewFeatureOnlineStore(ctx, "featureOnlineStoreResource", &aiplatform.FeatureOnlineStoreArgs{
	FeatureOnlineStoreId: pulumi.String("string"),
	Bigtable: &aiplatform.GoogleCloudAiplatformV1FeatureOnlineStoreBigtableArgs{
		AutoScaling: &aiplatform.GoogleCloudAiplatformV1FeatureOnlineStoreBigtableAutoScalingArgs{
			MaxNodeCount:         pulumi.Int(0),
			MinNodeCount:         pulumi.Int(0),
			CpuUtilizationTarget: pulumi.Int(0),
		},
	},
	Etag: pulumi.String("string"),
	Labels: pulumi.StringMap{
		"string": pulumi.String("string"),
	},
	Location: pulumi.String("string"),
	Project:  pulumi.String("string"),
})

var featureOnlineStoreResource = new FeatureOnlineStore("featureOnlineStoreResource", FeatureOnlineStoreArgs.builder()
    .featureOnlineStoreId("string")
    .bigtable(GoogleCloudAiplatformV1FeatureOnlineStoreBigtableArgs.builder()
        .autoScaling(GoogleCloudAiplatformV1FeatureOnlineStoreBigtableAutoScalingArgs.builder()
            .maxNodeCount(0)
            .minNodeCount(0)
            .cpuUtilizationTarget(0)
            .build())
        .build())
    .etag("string")
    .labels(Map.of("string", "string"))
    .location("string")
    .project("string")
    .build());

feature_online_store_resource = google_native.aiplatform.v1.FeatureOnlineStore("featureOnlineStoreResource",
    feature_online_store_id="string",
    bigtable={
        "auto_scaling": {
            "max_node_count": 0,
            "min_node_count": 0,
            "cpu_utilization_target": 0,
        },
    },
    etag="string",
    labels={
        "string": "string",
    },
    location="string",
    project="string")

const featureOnlineStoreResource = new google_native.aiplatform.v1.FeatureOnlineStore("featureOnlineStoreResource", {
    featureOnlineStoreId: "string",
    bigtable: {
        autoScaling: {
            maxNodeCount: 0,
            minNodeCount: 0,
            cpuUtilizationTarget: 0,
        },
    },
    etag: "string",
    labels: {
        string: "string",
    },
    location: "string",
    project: "string",
});

type: google-native:aiplatform/v1:FeatureOnlineStore
properties:
    bigtable:
        autoScaling:
            cpuUtilizationTarget: 0
            maxNodeCount: 0
            minNodeCount: 0
    etag: string
    featureOnlineStoreId: string
    labels:
        string: string
    location: string
    project: string

FeatureOnlineStore Resource Properties

To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.

Inputs

In Python, inputs that are objects can be passed either as argument classes or as dictionary literals.

The FeatureOnlineStore resource accepts the following input properties:

FeatureOnlineStoreId string: Required. The ID to use for this FeatureOnlineStore, which will become the final component of the FeatureOnlineStore's resource name. This value may be up to 60 characters, and valid characters are [a-z0-9_]. The first character cannot be a number. The value must be unique within the project and location.
Bigtable Pulumi.GoogleNative.Aiplatform.V1.Inputs.GoogleCloudAiplatformV1FeatureOnlineStoreBigtable: Contains settings for the Cloud Bigtable instance that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore.
Etag string: Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
Labels Dictionary<string, string>: Optional. The labels with user-defined metadata to organize your FeatureOnlineStore. 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. See https://goo.gl/xmQnxf for more information on and examples of labels. No more than 64 user labels can be associated with one FeatureOnlineStore(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
Location string
Project string

FeatureOnlineStoreId string: Required. The ID to use for this FeatureOnlineStore, which will become the final component of the FeatureOnlineStore's resource name. This value may be up to 60 characters, and valid characters are [a-z0-9_]. The first character cannot be a number. The value must be unique within the project and location.
Bigtable GoogleCloudAiplatformV1FeatureOnlineStoreBigtableArgs: Contains settings for the Cloud Bigtable instance that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore.
Etag string: Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
Labels map[string]string: Optional. The labels with user-defined metadata to organize your FeatureOnlineStore. 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. See https://goo.gl/xmQnxf for more information on and examples of labels. No more than 64 user labels can be associated with one FeatureOnlineStore(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
Location string
Project string

featureOnlineStoreId String: Required. The ID to use for this FeatureOnlineStore, which will become the final component of the FeatureOnlineStore's resource name. This value may be up to 60 characters, and valid characters are [a-z0-9_]. The first character cannot be a number. The value must be unique within the project and location.
bigtable GoogleCloudAiplatformV1FeatureOnlineStoreBigtable: Contains settings for the Cloud Bigtable instance that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore.
etag String: Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
labels Map<String,String>: Optional. The labels with user-defined metadata to organize your FeatureOnlineStore. 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. See https://goo.gl/xmQnxf for more information on and examples of labels. No more than 64 user labels can be associated with one FeatureOnlineStore(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
location String
project String

featureOnlineStoreId string: Required. The ID to use for this FeatureOnlineStore, which will become the final component of the FeatureOnlineStore's resource name. This value may be up to 60 characters, and valid characters are [a-z0-9_]. The first character cannot be a number. The value must be unique within the project and location.
bigtable GoogleCloudAiplatformV1FeatureOnlineStoreBigtable: Contains settings for the Cloud Bigtable instance that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore.
etag string: Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
labels {[key: string]: string}: Optional. The labels with user-defined metadata to organize your FeatureOnlineStore. 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. See https://goo.gl/xmQnxf for more information on and examples of labels. No more than 64 user labels can be associated with one FeatureOnlineStore(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
location string
project string

feature_online_store_id str: Required. The ID to use for this FeatureOnlineStore, which will become the final component of the FeatureOnlineStore's resource name. This value may be up to 60 characters, and valid characters are [a-z0-9_]. The first character cannot be a number. The value must be unique within the project and location.
bigtable GoogleCloudAiplatformV1FeatureOnlineStoreBigtableArgs: Contains settings for the Cloud Bigtable instance that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore.
etag str: Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
labels Mapping[str, str]: Optional. The labels with user-defined metadata to organize your FeatureOnlineStore. 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. See https://goo.gl/xmQnxf for more information on and examples of labels. No more than 64 user labels can be associated with one FeatureOnlineStore(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
location str
project str

featureOnlineStoreId String: Required. The ID to use for this FeatureOnlineStore, which will become the final component of the FeatureOnlineStore's resource name. This value may be up to 60 characters, and valid characters are [a-z0-9_]. The first character cannot be a number. The value must be unique within the project and location.
bigtable Property Map: Contains settings for the Cloud Bigtable instance that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore.
etag String: Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
labels Map<String>: Optional. The labels with user-defined metadata to organize your FeatureOnlineStore. 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. See https://goo.gl/xmQnxf for more information on and examples of labels. No more than 64 user labels can be associated with one FeatureOnlineStore(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
location String
project String

Outputs

All input properties are implicitly available as output properties. Additionally, the FeatureOnlineStore resource produces the following output properties:

CreateTime string: Timestamp when this FeatureOnlineStore was created.
Id string: The provider-assigned unique ID for this managed resource.
Name string: Name of the FeatureOnlineStore. Format: projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}
State string: State of the featureOnlineStore.
UpdateTime string: Timestamp when this FeatureOnlineStore was last updated.

CreateTime string: Timestamp when this FeatureOnlineStore was created.
Id string: The provider-assigned unique ID for this managed resource.
Name string: Name of the FeatureOnlineStore. Format: projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}
State string: State of the featureOnlineStore.
UpdateTime string: Timestamp when this FeatureOnlineStore was last updated.

createTime String: Timestamp when this FeatureOnlineStore was created.
id String: The provider-assigned unique ID for this managed resource.
name String: Name of the FeatureOnlineStore. Format: projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}
state String: State of the featureOnlineStore.
updateTime String: Timestamp when this FeatureOnlineStore was last updated.

createTime string: Timestamp when this FeatureOnlineStore was created.
id string: The provider-assigned unique ID for this managed resource.
name string: Name of the FeatureOnlineStore. Format: projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}
state string: State of the featureOnlineStore.
updateTime string: Timestamp when this FeatureOnlineStore was last updated.

create_time str: Timestamp when this FeatureOnlineStore was created.
id str: The provider-assigned unique ID for this managed resource.
name str: Name of the FeatureOnlineStore. Format: projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}
state str: State of the featureOnlineStore.
update_time str: Timestamp when this FeatureOnlineStore was last updated.

createTime String: Timestamp when this FeatureOnlineStore was created.
id String: The provider-assigned unique ID for this managed resource.
name String: Name of the FeatureOnlineStore. Format: projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}
state String: State of the featureOnlineStore.
updateTime String: Timestamp when this FeatureOnlineStore was last updated.

Supporting Types

GoogleCloudAiplatformV1FeatureOnlineStoreBigtable, GoogleCloudAiplatformV1FeatureOnlineStoreBigtableArgs

AutoScaling Pulumi.GoogleNative.Aiplatform.V1.Inputs.GoogleCloudAiplatformV1FeatureOnlineStoreBigtableAutoScaling: Autoscaling config applied to Bigtable Instance.

AutoScaling GoogleCloudAiplatformV1FeatureOnlineStoreBigtableAutoScaling: Autoscaling config applied to Bigtable Instance.

autoScaling GoogleCloudAiplatformV1FeatureOnlineStoreBigtableAutoScaling: Autoscaling config applied to Bigtable Instance.

autoScaling GoogleCloudAiplatformV1FeatureOnlineStoreBigtableAutoScaling: Autoscaling config applied to Bigtable Instance.

auto_scaling GoogleCloudAiplatformV1FeatureOnlineStoreBigtableAutoScaling: Autoscaling config applied to Bigtable Instance.

autoScaling Property Map: Autoscaling config applied to Bigtable Instance.

GoogleCloudAiplatformV1FeatureOnlineStoreBigtableAutoScaling, GoogleCloudAiplatformV1FeatureOnlineStoreBigtableAutoScalingArgs

MaxNodeCount int: The maximum number of nodes to scale up to. Must be greater than or equal to min_node_count, and less than or equal to 10 times of 'min_node_count'.
MinNodeCount int: The minimum number of nodes to scale down to. Must be greater than or equal to 1.
CpuUtilizationTarget int: Optional. A percentage of the cluster's CPU capacity. Can be from 10% to 80%. When a cluster's CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set will default to 50%.

MaxNodeCount int: The maximum number of nodes to scale up to. Must be greater than or equal to min_node_count, and less than or equal to 10 times of 'min_node_count'.
MinNodeCount int: The minimum number of nodes to scale down to. Must be greater than or equal to 1.
CpuUtilizationTarget int: Optional. A percentage of the cluster's CPU capacity. Can be from 10% to 80%. When a cluster's CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set will default to 50%.

maxNodeCount Integer: The maximum number of nodes to scale up to. Must be greater than or equal to min_node_count, and less than or equal to 10 times of 'min_node_count'.
minNodeCount Integer: The minimum number of nodes to scale down to. Must be greater than or equal to 1.
cpuUtilizationTarget Integer: Optional. A percentage of the cluster's CPU capacity. Can be from 10% to 80%. When a cluster's CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set will default to 50%.

maxNodeCount number: The maximum number of nodes to scale up to. Must be greater than or equal to min_node_count, and less than or equal to 10 times of 'min_node_count'.
minNodeCount number: The minimum number of nodes to scale down to. Must be greater than or equal to 1.
cpuUtilizationTarget number: Optional. A percentage of the cluster's CPU capacity. Can be from 10% to 80%. When a cluster's CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set will default to 50%.

max_node_count int: The maximum number of nodes to scale up to. Must be greater than or equal to min_node_count, and less than or equal to 10 times of 'min_node_count'.
min_node_count int: The minimum number of nodes to scale down to. Must be greater than or equal to 1.
cpu_utilization_target int: Optional. A percentage of the cluster's CPU capacity. Can be from 10% to 80%. When a cluster's CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set will default to 50%.

maxNodeCount Number: The maximum number of nodes to scale up to. Must be greater than or equal to min_node_count, and less than or equal to 10 times of 'min_node_count'.
minNodeCount Number: The minimum number of nodes to scale down to. Must be greater than or equal to 1.
cpuUtilizationTarget Number: Optional. A percentage of the cluster's CPU capacity. Can be from 10% to 80%. When a cluster's CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set will default to 50%.

GoogleCloudAiplatformV1FeatureOnlineStoreBigtableAutoScalingResponse, GoogleCloudAiplatformV1FeatureOnlineStoreBigtableAutoScalingResponseArgs

CpuUtilizationTarget int: Optional. A percentage of the cluster's CPU capacity. Can be from 10% to 80%. When a cluster's CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set will default to 50%.
MaxNodeCount int: The maximum number of nodes to scale up to. Must be greater than or equal to min_node_count, and less than or equal to 10 times of 'min_node_count'.
MinNodeCount int: The minimum number of nodes to scale down to. Must be greater than or equal to 1.

CpuUtilizationTarget int: Optional. A percentage of the cluster's CPU capacity. Can be from 10% to 80%. When a cluster's CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set will default to 50%.
MaxNodeCount int: The maximum number of nodes to scale up to. Must be greater than or equal to min_node_count, and less than or equal to 10 times of 'min_node_count'.
MinNodeCount int: The minimum number of nodes to scale down to. Must be greater than or equal to 1.

cpuUtilizationTarget Integer: Optional. A percentage of the cluster's CPU capacity. Can be from 10% to 80%. When a cluster's CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set will default to 50%.
maxNodeCount Integer: The maximum number of nodes to scale up to. Must be greater than or equal to min_node_count, and less than or equal to 10 times of 'min_node_count'.
minNodeCount Integer: The minimum number of nodes to scale down to. Must be greater than or equal to 1.

cpuUtilizationTarget number: Optional. A percentage of the cluster's CPU capacity. Can be from 10% to 80%. When a cluster's CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set will default to 50%.
maxNodeCount number: The maximum number of nodes to scale up to. Must be greater than or equal to min_node_count, and less than or equal to 10 times of 'min_node_count'.
minNodeCount number: The minimum number of nodes to scale down to. Must be greater than or equal to 1.

cpu_utilization_target int: Optional. A percentage of the cluster's CPU capacity. Can be from 10% to 80%. When a cluster's CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set will default to 50%.
max_node_count int: The maximum number of nodes to scale up to. Must be greater than or equal to min_node_count, and less than or equal to 10 times of 'min_node_count'.
min_node_count int: The minimum number of nodes to scale down to. Must be greater than or equal to 1.

cpuUtilizationTarget Number: Optional. A percentage of the cluster's CPU capacity. Can be from 10% to 80%. When a cluster's CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set will default to 50%.
maxNodeCount Number: The maximum number of nodes to scale up to. Must be greater than or equal to min_node_count, and less than or equal to 10 times of 'min_node_count'.
minNodeCount Number: The minimum number of nodes to scale down to. Must be greater than or equal to 1.