Policy
Provides an AutoScaling Scaling Policy resource.
NOTE: You may want to omit
desired_capacityattribute from attachedaws.autoscaling.Groupwhen using autoscaling policies. It's good practice to pick either manual or dynamic (policy-based) scaling.
Example Usage
import * as pulumi from "@pulumi/pulumi";
import * as aws from "@pulumi/aws";
const bar = new aws.autoscaling.Group("bar", {
availabilityZones: ["us-east-1a"],
name: "foobar3-test",
maxSize: 5,
minSize: 2,
healthCheckGracePeriod: 300,
healthCheckType: "ELB",
forceDelete: true,
launchConfiguration: foo.name,
});
const bat = new aws.autoscaling.Policy("bat", {
name: "foobar3-test",
scalingAdjustment: 4,
adjustmentType: "ChangeInCapacity",
cooldown: 300,
autoscalingGroupName: bar.name,
});Content copied to clipboard
import pulumi
import pulumi_aws as aws
bar = aws.autoscaling.Group("bar",
availability_zones=["us-east-1a"],
name="foobar3-test",
max_size=5,
min_size=2,
health_check_grace_period=300,
health_check_type="ELB",
force_delete=True,
launch_configuration=foo["name"])
bat = aws.autoscaling.Policy("bat",
name="foobar3-test",
scaling_adjustment=4,
adjustment_type="ChangeInCapacity",
cooldown=300,
autoscaling_group_name=bar.name)Content copied to clipboard
using System.Collections.Generic;
using System.Linq;
using Pulumi;
using Aws = Pulumi.Aws;
return await Deployment.RunAsync(() =>
{
var bar = new Aws.AutoScaling.Group("bar", new()
{
AvailabilityZones = new[]
{
"us-east-1a",
},
Name = "foobar3-test",
MaxSize = 5,
MinSize = 2,
HealthCheckGracePeriod = 300,
HealthCheckType = "ELB",
ForceDelete = true,
LaunchConfiguration = foo.Name,
});
var bat = new Aws.AutoScaling.Policy("bat", new()
{
Name = "foobar3-test",
ScalingAdjustment = 4,
AdjustmentType = "ChangeInCapacity",
Cooldown = 300,
AutoscalingGroupName = bar.Name,
});
});Content copied to clipboard
package main
import (
"github.com/pulumi/pulumi-aws/sdk/v6/go/aws/autoscaling"
"github.com/pulumi/pulumi-aws/sdk/v6/go/aws/ec2"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)
func main() {
pulumi.Run(func(ctx *pulumi.Context) error {
bar, err := autoscaling.NewGroup(ctx, "bar", &autoscaling.GroupArgs{
AvailabilityZones: pulumi.StringArray{
pulumi.String("us-east-1a"),
},
Name: pulumi.String("foobar3-test"),
MaxSize: pulumi.Int(5),
MinSize: pulumi.Int(2),
HealthCheckGracePeriod: pulumi.Int(300),
HealthCheckType: pulumi.String("ELB"),
ForceDelete: pulumi.Bool(true),
LaunchConfiguration: pulumi.Any(foo.Name),
})
if err != nil {
return err
}
_, err = autoscaling.NewPolicy(ctx, "bat", &autoscaling.PolicyArgs{
Name: pulumi.String("foobar3-test"),
ScalingAdjustment: pulumi.Int(4),
AdjustmentType: pulumi.String("ChangeInCapacity"),
Cooldown: pulumi.Int(300),
AutoscalingGroupName: bar.Name,
})
if err != nil {
return err
}
return nil
})
}Content copied to clipboard
package generated_program;
import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.aws.autoscaling.Group;
import com.pulumi.aws.autoscaling.GroupArgs;
import com.pulumi.aws.autoscaling.Policy;
import com.pulumi.aws.autoscaling.PolicyArgs;
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 bar = new Group("bar", GroupArgs.builder()
.availabilityZones("us-east-1a")
.name("foobar3-test")
.maxSize(5)
.minSize(2)
.healthCheckGracePeriod(300)
.healthCheckType("ELB")
.forceDelete(true)
.launchConfiguration(foo.name())
.build());
var bat = new Policy("bat", PolicyArgs.builder()
.name("foobar3-test")
.scalingAdjustment(4)
.adjustmentType("ChangeInCapacity")
.cooldown(300)
.autoscalingGroupName(bar.name())
.build());
}
}Content copied to clipboard
resources:
bat:
type: aws:autoscaling:Policy
properties:
name: foobar3-test
scalingAdjustment: 4
adjustmentType: ChangeInCapacity
cooldown: 300
autoscalingGroupName: ${bar.name}
bar:
type: aws:autoscaling:Group
properties:
availabilityZones:
- us-east-1a
name: foobar3-test
maxSize: 5
minSize: 2
healthCheckGracePeriod: 300
healthCheckType: ELB
forceDelete: true
launchConfiguration: ${foo.name}Content copied to clipboard
Create target tracking scaling policy using metric math
import * as pulumi from "@pulumi/pulumi";
import * as aws from "@pulumi/aws";
const example = new aws.autoscaling.Policy("example", {
autoscalingGroupName: "my-test-asg",
name: "foo",
policyType: "TargetTrackingScaling",
targetTrackingConfiguration: {
targetValue: 100,
customizedMetricSpecification: {
metrics: [
{
label: "Get the queue size (the number of messages waiting to be processed)",
id: "m1",
metricStat: {
metric: {
namespace: "AWS/SQS",
metricName: "ApproximateNumberOfMessagesVisible",
dimensions: [{
name: "QueueName",
value: "my-queue",
}],
},
stat: "Sum",
},
returnData: false,
},
{
label: "Get the group size (the number of InService instances)",
id: "m2",
metricStat: {
metric: {
namespace: "AWS/AutoScaling",
metricName: "GroupInServiceInstances",
dimensions: [{
name: "AutoScalingGroupName",
value: "my-asg",
}],
},
stat: "Average",
},
returnData: false,
},
{
label: "Calculate the backlog per instance",
id: "e1",
expression: "m1 / m2",
returnData: true,
},
],
},
},
});Content copied to clipboard
import pulumi
import pulumi_aws as aws
example = aws.autoscaling.Policy("example",
autoscaling_group_name="my-test-asg",
name="foo",
policy_type="TargetTrackingScaling",
target_tracking_configuration=aws.autoscaling.PolicyTargetTrackingConfigurationArgs(
target_value=100,
customized_metric_specification=aws.autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationArgs(
metrics=[
aws.autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricArgs(
label="Get the queue size (the number of messages waiting to be processed)",
id="m1",
metric_stat=aws.autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatArgs(
metric=aws.autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatMetricArgs(
namespace="AWS/SQS",
metric_name="ApproximateNumberOfMessagesVisible",
dimensions=[aws.autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatMetricDimensionArgs(
name="QueueName",
value="my-queue",
)],
),
stat="Sum",
),
return_data=False,
),
aws.autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricArgs(
label="Get the group size (the number of InService instances)",
id="m2",
metric_stat=aws.autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatArgs(
metric=aws.autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatMetricArgs(
namespace="AWS/AutoScaling",
metric_name="GroupInServiceInstances",
dimensions=[aws.autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatMetricDimensionArgs(
name="AutoScalingGroupName",
value="my-asg",
)],
),
stat="Average",
),
return_data=False,
),
aws.autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricArgs(
label="Calculate the backlog per instance",
id="e1",
expression="m1 / m2",
return_data=True,
),
],
),
))Content copied to clipboard
using System.Collections.Generic;
using System.Linq;
using Pulumi;
using Aws = Pulumi.Aws;
return await Deployment.RunAsync(() =>
{
var example = new Aws.AutoScaling.Policy("example", new()
{
AutoscalingGroupName = "my-test-asg",
Name = "foo",
PolicyType = "TargetTrackingScaling",
TargetTrackingConfiguration = new Aws.AutoScaling.Inputs.PolicyTargetTrackingConfigurationArgs
{
TargetValue = 100,
CustomizedMetricSpecification = new Aws.AutoScaling.Inputs.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationArgs
{
Metrics = new[]
{
new Aws.AutoScaling.Inputs.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricArgs
{
Label = "Get the queue size (the number of messages waiting to be processed)",
Id = "m1",
MetricStat = new Aws.AutoScaling.Inputs.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatArgs
{
Metric = new Aws.AutoScaling.Inputs.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatMetricArgs
{
Namespace = "AWS/SQS",
MetricName = "ApproximateNumberOfMessagesVisible",
Dimensions = new[]
{
new Aws.AutoScaling.Inputs.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatMetricDimensionArgs
{
Name = "QueueName",
Value = "my-queue",
},
},
},
Stat = "Sum",
},
ReturnData = false,
},
new Aws.AutoScaling.Inputs.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricArgs
{
Label = "Get the group size (the number of InService instances)",
Id = "m2",
MetricStat = new Aws.AutoScaling.Inputs.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatArgs
{
Metric = new Aws.AutoScaling.Inputs.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatMetricArgs
{
Namespace = "AWS/AutoScaling",
MetricName = "GroupInServiceInstances",
Dimensions = new[]
{
new Aws.AutoScaling.Inputs.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatMetricDimensionArgs
{
Name = "AutoScalingGroupName",
Value = "my-asg",
},
},
},
Stat = "Average",
},
ReturnData = false,
},
new Aws.AutoScaling.Inputs.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricArgs
{
Label = "Calculate the backlog per instance",
Id = "e1",
Expression = "m1 / m2",
ReturnData = true,
},
},
},
},
});
});Content copied to clipboard
package main
import (
"github.com/pulumi/pulumi-aws/sdk/v6/go/aws/autoscaling"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)
func main() {
pulumi.Run(func(ctx *pulumi.Context) error {
_, err := autoscaling.NewPolicy(ctx, "example", &autoscaling.PolicyArgs{
AutoscalingGroupName: pulumi.String("my-test-asg"),
Name: pulumi.String("foo"),
PolicyType: pulumi.String("TargetTrackingScaling"),
TargetTrackingConfiguration: &autoscaling.PolicyTargetTrackingConfigurationArgs{
TargetValue: pulumi.Float64(100),
CustomizedMetricSpecification: &autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationArgs{
Metrics: autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricArray{
&autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricArgs{
Label: pulumi.String("Get the queue size (the number of messages waiting to be processed)"),
Id: pulumi.String("m1"),
MetricStat: &autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatArgs{
Metric: &autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatMetricArgs{
Namespace: pulumi.String("AWS/SQS"),
MetricName: pulumi.String("ApproximateNumberOfMessagesVisible"),
Dimensions: autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatMetricDimensionArray{
&autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatMetricDimensionArgs{
Name: pulumi.String("QueueName"),
Value: pulumi.String("my-queue"),
},
},
},
Stat: pulumi.String("Sum"),
},
ReturnData: pulumi.Bool(false),
},
&autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricArgs{
Label: pulumi.String("Get the group size (the number of InService instances)"),
Id: pulumi.String("m2"),
MetricStat: &autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatArgs{
Metric: &autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatMetricArgs{
Namespace: pulumi.String("AWS/AutoScaling"),
MetricName: pulumi.String("GroupInServiceInstances"),
Dimensions: autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatMetricDimensionArray{
&autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatMetricDimensionArgs{
Name: pulumi.String("AutoScalingGroupName"),
Value: pulumi.String("my-asg"),
},
},
},
Stat: pulumi.String("Average"),
},
ReturnData: pulumi.Bool(false),
},
&autoscaling.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricArgs{
Label: pulumi.String("Calculate the backlog per instance"),
Id: pulumi.String("e1"),
Expression: pulumi.String("m1 / m2"),
ReturnData: pulumi.Bool(true),
},
},
},
},
})
if err != nil {
return err
}
return nil
})
}Content copied to clipboard
package generated_program;
import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.aws.autoscaling.Policy;
import com.pulumi.aws.autoscaling.PolicyArgs;
import com.pulumi.aws.autoscaling.inputs.PolicyTargetTrackingConfigurationArgs;
import com.pulumi.aws.autoscaling.inputs.PolicyTargetTrackingConfigurationCustomizedMetricSpecificationArgs;
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 example = new Policy("example", PolicyArgs.builder()
.autoscalingGroupName("my-test-asg")
.name("foo")
.policyType("TargetTrackingScaling")
.targetTrackingConfiguration(PolicyTargetTrackingConfigurationArgs.builder()
.targetValue(100)
.customizedMetricSpecification(PolicyTargetTrackingConfigurationCustomizedMetricSpecificationArgs.builder()
.metrics(
PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricArgs.builder()
.label("Get the queue size (the number of messages waiting to be processed)")
.id("m1")
.metricStat(PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatArgs.builder()
.metric(PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatMetricArgs.builder()
.namespace("AWS/SQS")
.metricName("ApproximateNumberOfMessagesVisible")
.dimensions(PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatMetricDimensionArgs.builder()
.name("QueueName")
.value("my-queue")
.build())
.build())
.stat("Sum")
.build())
.returnData(false)
.build(),
PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricArgs.builder()
.label("Get the group size (the number of InService instances)")
.id("m2")
.metricStat(PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatArgs.builder()
.metric(PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatMetricArgs.builder()
.namespace("AWS/AutoScaling")
.metricName("GroupInServiceInstances")
.dimensions(PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricMetricStatMetricDimensionArgs.builder()
.name("AutoScalingGroupName")
.value("my-asg")
.build())
.build())
.stat("Average")
.build())
.returnData(false)
.build(),
PolicyTargetTrackingConfigurationCustomizedMetricSpecificationMetricArgs.builder()
.label("Calculate the backlog per instance")
.id("e1")
.expression("m1 / m2")
.returnData(true)
.build())
.build())
.build())
.build());
}
}Content copied to clipboard
resources:
example:
type: aws:autoscaling:Policy
properties:
autoscalingGroupName: my-test-asg
name: foo
policyType: TargetTrackingScaling
targetTrackingConfiguration:
targetValue: 100
customizedMetricSpecification:
metrics:
- label: Get the queue size (the number of messages waiting to be processed)
id: m1
metricStat:
metric:
namespace: AWS/SQS
metricName: ApproximateNumberOfMessagesVisible
dimensions:
- name: QueueName
value: my-queue
stat: Sum
returnData: false
- label: Get the group size (the number of InService instances)
id: m2
metricStat:
metric:
namespace: AWS/AutoScaling
metricName: GroupInServiceInstances
dimensions:
- name: AutoScalingGroupName
value: my-asg
stat: Average
returnData: false
- label: Calculate the backlog per instance
id: e1
expression: m1 / m2
returnData: trueContent copied to clipboard
Create predictive scaling policy using customized metrics
import * as pulumi from "@pulumi/pulumi";
import * as aws from "@pulumi/aws";
const example = new aws.autoscaling.Policy("example", {
autoscalingGroupName: "my-test-asg",
name: "foo",
policyType: "PredictiveScaling",
predictiveScalingConfiguration: {
metricSpecification: {
targetValue: 10,
customizedLoadMetricSpecification: {
metricDataQueries: [{
id: "load_sum",
expression: "SUM(SEARCH('{AWS/EC2,AutoScalingGroupName} MetricName=\"CPUUtilization\" my-test-asg', 'Sum', 3600))",
}],
},
customizedCapacityMetricSpecification: {
metricDataQueries: [{
id: "capacity_sum",
expression: "SUM(SEARCH('{AWS/AutoScaling,AutoScalingGroupName} MetricName=\"GroupInServiceIntances\" my-test-asg', 'Average', 300))",
}],
},
customizedScalingMetricSpecification: {
metricDataQueries: [
{
id: "capacity_sum",
expression: "SUM(SEARCH('{AWS/AutoScaling,AutoScalingGroupName} MetricName=\"GroupInServiceIntances\" my-test-asg', 'Average', 300))",
returnData: false,
},
{
id: "load_sum",
expression: "SUM(SEARCH('{AWS/EC2,AutoScalingGroupName} MetricName=\"CPUUtilization\" my-test-asg', 'Sum', 300))",
returnData: false,
},
{
id: "weighted_average",
expression: "load_sum / (capacity_sum * PERIOD(capacity_sum) / 60)",
},
],
},
},
},
});Content copied to clipboard
import pulumi
import pulumi_aws as aws
example = aws.autoscaling.Policy("example",
autoscaling_group_name="my-test-asg",
name="foo",
policy_type="PredictiveScaling",
predictive_scaling_configuration=aws.autoscaling.PolicyPredictiveScalingConfigurationArgs(
metric_specification=aws.autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationArgs(
target_value=10,
customized_load_metric_specification=aws.autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedLoadMetricSpecificationArgs(
metric_data_queries=[aws.autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedLoadMetricSpecificationMetricDataQueryArgs(
id="load_sum",
expression="SUM(SEARCH('{AWS/EC2,AutoScalingGroupName} MetricName=\"CPUUtilization\" my-test-asg', 'Sum', 3600))",
)],
),
customized_capacity_metric_specification=aws.autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedCapacityMetricSpecificationArgs(
metric_data_queries=[aws.autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedCapacityMetricSpecificationMetricDataQueryArgs(
id="capacity_sum",
expression="SUM(SEARCH('{AWS/AutoScaling,AutoScalingGroupName} MetricName=\"GroupInServiceIntances\" my-test-asg', 'Average', 300))",
)],
),
customized_scaling_metric_specification=aws.autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationArgs(
metric_data_queries=[
aws.autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryArgs(
id="capacity_sum",
expression="SUM(SEARCH('{AWS/AutoScaling,AutoScalingGroupName} MetricName=\"GroupInServiceIntances\" my-test-asg', 'Average', 300))",
return_data=False,
),
aws.autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryArgs(
id="load_sum",
expression="SUM(SEARCH('{AWS/EC2,AutoScalingGroupName} MetricName=\"CPUUtilization\" my-test-asg', 'Sum', 300))",
return_data=False,
),
aws.autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryArgs(
id="weighted_average",
expression="load_sum / (capacity_sum * PERIOD(capacity_sum) / 60)",
),
],
),
),
))Content copied to clipboard
using System.Collections.Generic;
using System.Linq;
using Pulumi;
using Aws = Pulumi.Aws;
return await Deployment.RunAsync(() =>
{
var example = new Aws.AutoScaling.Policy("example", new()
{
AutoscalingGroupName = "my-test-asg",
Name = "foo",
PolicyType = "PredictiveScaling",
PredictiveScalingConfiguration = new Aws.AutoScaling.Inputs.PolicyPredictiveScalingConfigurationArgs
{
MetricSpecification = new Aws.AutoScaling.Inputs.PolicyPredictiveScalingConfigurationMetricSpecificationArgs
{
TargetValue = 10,
CustomizedLoadMetricSpecification = new Aws.AutoScaling.Inputs.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedLoadMetricSpecificationArgs
{
MetricDataQueries = new[]
{
new Aws.AutoScaling.Inputs.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedLoadMetricSpecificationMetricDataQueryArgs
{
Id = "load_sum",
Expression = "SUM(SEARCH('{AWS/EC2,AutoScalingGroupName} MetricName=\"CPUUtilization\" my-test-asg', 'Sum', 3600))",
},
},
},
CustomizedCapacityMetricSpecification = new Aws.AutoScaling.Inputs.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedCapacityMetricSpecificationArgs
{
MetricDataQueries = new[]
{
new Aws.AutoScaling.Inputs.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedCapacityMetricSpecificationMetricDataQueryArgs
{
Id = "capacity_sum",
Expression = "SUM(SEARCH('{AWS/AutoScaling,AutoScalingGroupName} MetricName=\"GroupInServiceIntances\" my-test-asg', 'Average', 300))",
},
},
},
CustomizedScalingMetricSpecification = new Aws.AutoScaling.Inputs.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationArgs
{
MetricDataQueries = new[]
{
new Aws.AutoScaling.Inputs.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryArgs
{
Id = "capacity_sum",
Expression = "SUM(SEARCH('{AWS/AutoScaling,AutoScalingGroupName} MetricName=\"GroupInServiceIntances\" my-test-asg', 'Average', 300))",
ReturnData = false,
},
new Aws.AutoScaling.Inputs.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryArgs
{
Id = "load_sum",
Expression = "SUM(SEARCH('{AWS/EC2,AutoScalingGroupName} MetricName=\"CPUUtilization\" my-test-asg', 'Sum', 300))",
ReturnData = false,
},
new Aws.AutoScaling.Inputs.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryArgs
{
Id = "weighted_average",
Expression = "load_sum / (capacity_sum * PERIOD(capacity_sum) / 60)",
},
},
},
},
},
});
});Content copied to clipboard
package main
import (
"github.com/pulumi/pulumi-aws/sdk/v6/go/aws/autoscaling"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)
func main() {
pulumi.Run(func(ctx *pulumi.Context) error {
_, err := autoscaling.NewPolicy(ctx, "example", &autoscaling.PolicyArgs{
AutoscalingGroupName: pulumi.String("my-test-asg"),
Name: pulumi.String("foo"),
PolicyType: pulumi.String("PredictiveScaling"),
PredictiveScalingConfiguration: &autoscaling.PolicyPredictiveScalingConfigurationArgs{
MetricSpecification: &autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationArgs{
TargetValue: pulumi.Float64(10),
CustomizedLoadMetricSpecification: &autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedLoadMetricSpecificationArgs{
MetricDataQueries: autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedLoadMetricSpecificationMetricDataQueryArray{
&autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedLoadMetricSpecificationMetricDataQueryArgs{
Id: pulumi.String("load_sum"),
Expression: pulumi.String("SUM(SEARCH('{AWS/EC2,AutoScalingGroupName} MetricName=\"CPUUtilization\" my-test-asg', 'Sum', 3600))"),
},
},
},
CustomizedCapacityMetricSpecification: &autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedCapacityMetricSpecificationArgs{
MetricDataQueries: autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedCapacityMetricSpecificationMetricDataQueryArray{
&autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedCapacityMetricSpecificationMetricDataQueryArgs{
Id: pulumi.String("capacity_sum"),
Expression: pulumi.String("SUM(SEARCH('{AWS/AutoScaling,AutoScalingGroupName} MetricName=\"GroupInServiceIntances\" my-test-asg', 'Average', 300))"),
},
},
},
CustomizedScalingMetricSpecification: &autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationArgs{
MetricDataQueries: autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryArray{
&autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryArgs{
Id: pulumi.String("capacity_sum"),
Expression: pulumi.String("SUM(SEARCH('{AWS/AutoScaling,AutoScalingGroupName} MetricName=\"GroupInServiceIntances\" my-test-asg', 'Average', 300))"),
ReturnData: pulumi.Bool(false),
},
&autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryArgs{
Id: pulumi.String("load_sum"),
Expression: pulumi.String("SUM(SEARCH('{AWS/EC2,AutoScalingGroupName} MetricName=\"CPUUtilization\" my-test-asg', 'Sum', 300))"),
ReturnData: pulumi.Bool(false),
},
&autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryArgs{
Id: pulumi.String("weighted_average"),
Expression: pulumi.String("load_sum / (capacity_sum * PERIOD(capacity_sum) / 60)"),
},
},
},
},
},
})
if err != nil {
return err
}
return nil
})
}Content copied to clipboard
package generated_program;
import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.aws.autoscaling.Policy;
import com.pulumi.aws.autoscaling.PolicyArgs;
import com.pulumi.aws.autoscaling.inputs.PolicyPredictiveScalingConfigurationArgs;
import com.pulumi.aws.autoscaling.inputs.PolicyPredictiveScalingConfigurationMetricSpecificationArgs;
import com.pulumi.aws.autoscaling.inputs.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedLoadMetricSpecificationArgs;
import com.pulumi.aws.autoscaling.inputs.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedCapacityMetricSpecificationArgs;
import com.pulumi.aws.autoscaling.inputs.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationArgs;
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 example = new Policy("example", PolicyArgs.builder()
.autoscalingGroupName("my-test-asg")
.name("foo")
.policyType("PredictiveScaling")
.predictiveScalingConfiguration(PolicyPredictiveScalingConfigurationArgs.builder()
.metricSpecification(PolicyPredictiveScalingConfigurationMetricSpecificationArgs.builder()
.targetValue(10)
.customizedLoadMetricSpecification(PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedLoadMetricSpecificationArgs.builder()
.metricDataQueries(PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedLoadMetricSpecificationMetricDataQueryArgs.builder()
.id("load_sum")
.expression("SUM(SEARCH('{AWS/EC2,AutoScalingGroupName} MetricName=\"CPUUtilization\" my-test-asg', 'Sum', 3600))")
.build())
.build())
.customizedCapacityMetricSpecification(PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedCapacityMetricSpecificationArgs.builder()
.metricDataQueries(PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedCapacityMetricSpecificationMetricDataQueryArgs.builder()
.id("capacity_sum")
.expression("SUM(SEARCH('{AWS/AutoScaling,AutoScalingGroupName} MetricName=\"GroupInServiceIntances\" my-test-asg', 'Average', 300))")
.build())
.build())
.customizedScalingMetricSpecification(PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationArgs.builder()
.metricDataQueries(
PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryArgs.builder()
.id("capacity_sum")
.expression("SUM(SEARCH('{AWS/AutoScaling,AutoScalingGroupName} MetricName=\"GroupInServiceIntances\" my-test-asg', 'Average', 300))")
.returnData(false)
.build(),
PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryArgs.builder()
.id("load_sum")
.expression("SUM(SEARCH('{AWS/EC2,AutoScalingGroupName} MetricName=\"CPUUtilization\" my-test-asg', 'Sum', 300))")
.returnData(false)
.build(),
PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryArgs.builder()
.id("weighted_average")
.expression("load_sum / (capacity_sum * PERIOD(capacity_sum) / 60)")
.build())
.build())
.build())
.build())
.build());
}
}Content copied to clipboard
resources:
example:
type: aws:autoscaling:Policy
properties:
autoscalingGroupName: my-test-asg
name: foo
policyType: PredictiveScaling
predictiveScalingConfiguration:
metricSpecification:
targetValue: 10
customizedLoadMetricSpecification:
metricDataQueries:
- id: load_sum
expression: SUM(SEARCH('{AWS/EC2,AutoScalingGroupName} MetricName="CPUUtilization" my-test-asg', 'Sum', 3600))
customizedCapacityMetricSpecification:
metricDataQueries:
- id: capacity_sum
expression: SUM(SEARCH('{AWS/AutoScaling,AutoScalingGroupName} MetricName="GroupInServiceIntances" my-test-asg', 'Average', 300))
customizedScalingMetricSpecification:
metricDataQueries:
- id: capacity_sum
expression: SUM(SEARCH('{AWS/AutoScaling,AutoScalingGroupName} MetricName="GroupInServiceIntances" my-test-asg', 'Average', 300))
returnData: false
- id: load_sum
expression: SUM(SEARCH('{AWS/EC2,AutoScalingGroupName} MetricName="CPUUtilization" my-test-asg', 'Sum', 300))
returnData: false
- id: weighted_average
expression: load_sum / (capacity_sum * PERIOD(capacity_sum) / 60)Content copied to clipboard
Create predictive scaling policy using customized scaling and predefined load metric
import * as pulumi from "@pulumi/pulumi";
import * as aws from "@pulumi/aws";
const example = new aws.autoscaling.Policy("example", {
autoscalingGroupName: "my-test-asg",
name: "foo",
policyType: "PredictiveScaling",
predictiveScalingConfiguration: {
metricSpecification: {
targetValue: 10,
predefinedLoadMetricSpecification: {
predefinedMetricType: "ASGTotalCPUUtilization",
resourceLabel: "app/my-alb/778d41231b141a0f/targetgroup/my-alb-target-group/943f017f100becff",
},
customizedScalingMetricSpecification: {
metricDataQueries: [{
id: "scaling",
metricStat: {
metric: {
metricName: "CPUUtilization",
namespace: "AWS/EC2",
dimensions: [{
name: "AutoScalingGroupName",
value: "my-test-asg",
}],
},
stat: "Average",
},
}],
},
},
},
});Content copied to clipboard
import pulumi
import pulumi_aws as aws
example = aws.autoscaling.Policy("example",
autoscaling_group_name="my-test-asg",
name="foo",
policy_type="PredictiveScaling",
predictive_scaling_configuration=aws.autoscaling.PolicyPredictiveScalingConfigurationArgs(
metric_specification=aws.autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationArgs(
target_value=10,
predefined_load_metric_specification=aws.autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationPredefinedLoadMetricSpecificationArgs(
predefined_metric_type="ASGTotalCPUUtilization",
resource_label="app/my-alb/778d41231b141a0f/targetgroup/my-alb-target-group/943f017f100becff",
),
customized_scaling_metric_specification=aws.autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationArgs(
metric_data_queries=[aws.autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryArgs(
id="scaling",
metric_stat=aws.autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryMetricStatArgs(
metric=aws.autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryMetricStatMetricArgs(
metric_name="CPUUtilization",
namespace="AWS/EC2",
dimensions=[aws.autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryMetricStatMetricDimensionArgs(
name="AutoScalingGroupName",
value="my-test-asg",
)],
),
stat="Average",
),
)],
),
),
))Content copied to clipboard
using System.Collections.Generic;
using System.Linq;
using Pulumi;
using Aws = Pulumi.Aws;
return await Deployment.RunAsync(() =>
{
var example = new Aws.AutoScaling.Policy("example", new()
{
AutoscalingGroupName = "my-test-asg",
Name = "foo",
PolicyType = "PredictiveScaling",
PredictiveScalingConfiguration = new Aws.AutoScaling.Inputs.PolicyPredictiveScalingConfigurationArgs
{
MetricSpecification = new Aws.AutoScaling.Inputs.PolicyPredictiveScalingConfigurationMetricSpecificationArgs
{
TargetValue = 10,
PredefinedLoadMetricSpecification = new Aws.AutoScaling.Inputs.PolicyPredictiveScalingConfigurationMetricSpecificationPredefinedLoadMetricSpecificationArgs
{
PredefinedMetricType = "ASGTotalCPUUtilization",
ResourceLabel = "app/my-alb/778d41231b141a0f/targetgroup/my-alb-target-group/943f017f100becff",
},
CustomizedScalingMetricSpecification = new Aws.AutoScaling.Inputs.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationArgs
{
MetricDataQueries = new[]
{
new Aws.AutoScaling.Inputs.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryArgs
{
Id = "scaling",
MetricStat = new Aws.AutoScaling.Inputs.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryMetricStatArgs
{
Metric = new Aws.AutoScaling.Inputs.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryMetricStatMetricArgs
{
MetricName = "CPUUtilization",
Namespace = "AWS/EC2",
Dimensions = new[]
{
new Aws.AutoScaling.Inputs.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryMetricStatMetricDimensionArgs
{
Name = "AutoScalingGroupName",
Value = "my-test-asg",
},
},
},
Stat = "Average",
},
},
},
},
},
},
});
});Content copied to clipboard
package main
import (
"github.com/pulumi/pulumi-aws/sdk/v6/go/aws/autoscaling"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)
func main() {
pulumi.Run(func(ctx *pulumi.Context) error {
_, err := autoscaling.NewPolicy(ctx, "example", &autoscaling.PolicyArgs{
AutoscalingGroupName: pulumi.String("my-test-asg"),
Name: pulumi.String("foo"),
PolicyType: pulumi.String("PredictiveScaling"),
PredictiveScalingConfiguration: &autoscaling.PolicyPredictiveScalingConfigurationArgs{
MetricSpecification: &autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationArgs{
TargetValue: pulumi.Float64(10),
PredefinedLoadMetricSpecification: &autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationPredefinedLoadMetricSpecificationArgs{
PredefinedMetricType: pulumi.String("ASGTotalCPUUtilization"),
ResourceLabel: pulumi.String("app/my-alb/778d41231b141a0f/targetgroup/my-alb-target-group/943f017f100becff"),
},
CustomizedScalingMetricSpecification: &autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationArgs{
MetricDataQueries: autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryArray{
&autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryArgs{
Id: pulumi.String("scaling"),
MetricStat: &autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryMetricStatArgs{
Metric: &autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryMetricStatMetricArgs{
MetricName: pulumi.String("CPUUtilization"),
Namespace: pulumi.String("AWS/EC2"),
Dimensions: autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryMetricStatMetricDimensionArray{
&autoscaling.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryMetricStatMetricDimensionArgs{
Name: pulumi.String("AutoScalingGroupName"),
Value: pulumi.String("my-test-asg"),
},
},
},
Stat: pulumi.String("Average"),
},
},
},
},
},
},
})
if err != nil {
return err
}
return nil
})
}Content copied to clipboard
package generated_program;
import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.aws.autoscaling.Policy;
import com.pulumi.aws.autoscaling.PolicyArgs;
import com.pulumi.aws.autoscaling.inputs.PolicyPredictiveScalingConfigurationArgs;
import com.pulumi.aws.autoscaling.inputs.PolicyPredictiveScalingConfigurationMetricSpecificationArgs;
import com.pulumi.aws.autoscaling.inputs.PolicyPredictiveScalingConfigurationMetricSpecificationPredefinedLoadMetricSpecificationArgs;
import com.pulumi.aws.autoscaling.inputs.PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationArgs;
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 example = new Policy("example", PolicyArgs.builder()
.autoscalingGroupName("my-test-asg")
.name("foo")
.policyType("PredictiveScaling")
.predictiveScalingConfiguration(PolicyPredictiveScalingConfigurationArgs.builder()
.metricSpecification(PolicyPredictiveScalingConfigurationMetricSpecificationArgs.builder()
.targetValue(10)
.predefinedLoadMetricSpecification(PolicyPredictiveScalingConfigurationMetricSpecificationPredefinedLoadMetricSpecificationArgs.builder()
.predefinedMetricType("ASGTotalCPUUtilization")
.resourceLabel("app/my-alb/778d41231b141a0f/targetgroup/my-alb-target-group/943f017f100becff")
.build())
.customizedScalingMetricSpecification(PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationArgs.builder()
.metricDataQueries(PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryArgs.builder()
.id("scaling")
.metricStat(PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryMetricStatArgs.builder()
.metric(PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryMetricStatMetricArgs.builder()
.metricName("CPUUtilization")
.namespace("AWS/EC2")
.dimensions(PolicyPredictiveScalingConfigurationMetricSpecificationCustomizedScalingMetricSpecificationMetricDataQueryMetricStatMetricDimensionArgs.builder()
.name("AutoScalingGroupName")
.value("my-test-asg")
.build())
.build())
.stat("Average")
.build())
.build())
.build())
.build())
.build())
.build());
}
}Content copied to clipboard
resources:
example:
type: aws:autoscaling:Policy
properties:
autoscalingGroupName: my-test-asg
name: foo
policyType: PredictiveScaling
predictiveScalingConfiguration:
metricSpecification:
targetValue: 10
predefinedLoadMetricSpecification:
predefinedMetricType: ASGTotalCPUUtilization
resourceLabel: app/my-alb/778d41231b141a0f/targetgroup/my-alb-target-group/943f017f100becff
customizedScalingMetricSpecification:
metricDataQueries:
- id: scaling
metricStat:
metric:
metricName: CPUUtilization
namespace: AWS/EC2
dimensions:
- name: AutoScalingGroupName
value: my-test-asg
stat: AverageContent copied to clipboard
Import
Using pulumi import, import AutoScaling scaling policy using the role autoscaling_group_name and name separated by /. For example:
$ pulumi import aws:autoscaling/policy:Policy test-policy asg-name/policy-nameContent copied to clipboard
Properties
Link copied to clipboard