// This is an automatically generated code sample.
// To make this code sample work in your Oracle Cloud tenancy,
// please replace the values for any parameters whose current values do not fit
// your use case (such as resource IDs, strings containing ‘EXAMPLE’ or ‘unique_id’, and
// boolean, number, and enum parameters with values not fitting your use case).
package main
import (
"context"
"fmt"
"github.com/oracle/oci-go-sdk/v65/common"
"github.com/oracle/oci-go-sdk/v65/datascience"
"github.com/oracle/oci-go-sdk/v65/example/helpers"
)
func ExampleUpdateModelDeployment() {
// Create a default authentication provider that uses the DEFAULT
// profile in the configuration file.
// Refer to <see href="https://docs.cloud.oracle.com/en-us/iaas/Content/API/Concepts/sdkconfig.htm#SDK_and_CLI_Configuration_File>the public documentation</see> on how to prepare a configuration file.
client, err := datascience.NewDataScienceClientWithConfigurationProvider(common.DefaultConfigProvider())
helpers.FatalIfError(err)
// Create a request and dependent object(s).
req := datascience.UpdateModelDeploymentRequest{IfMatch: common.String("EXAMPLE-ifMatch-Value"),
ModelDeploymentId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-modelDeploymentId-Value"),
OpcRequestId: common.String("PNIYQUNWQ6S0CU4D3CB3<unique_ID>"),
UpdateModelDeploymentDetails: datascience.UpdateModelDeploymentDetails{CategoryLogDetails: &datascience.UpdateCategoryLogDetails{Access: &datascience.LogDetails{LogId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value"),
LogGroupId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value")},
Predict: &datascience.LogDetails{LogGroupId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value"),
LogId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value")}},
DefinedTags: map[string]map[string]interface{}{"EXAMPLE_KEY_gGCQN": map[string]interface{}{"EXAMPLE_KEY_yimgU": "EXAMPLE--Value"}},
Description: common.String("EXAMPLE-description-Value"),
DisplayName: common.String("EXAMPLE-displayName-Value"),
FreeformTags: map[string]string{"EXAMPLE_KEY_iBufH": "EXAMPLE_VALUE_c2jdf94xLI9ZNdysVWG7"},
ModelDeploymentConfigurationDetails: datascience.UpdateSingleModelDeploymentConfigurationDetails{ModelConfigurationDetails: &datascience.UpdateModelConfigurationDetails{InstanceConfiguration: &datascience.InstanceConfiguration{ModelDeploymentInstanceShapeConfigDetails: &datascience.ModelDeploymentInstanceShapeConfigDetails{Ocpus: common.Float32(32.8645),
CpuBaseline: datascience.ModelDeploymentInstanceShapeConfigDetailsCpuBaseline2,
MemoryInGBs: common.Float32(206.88525)},
SubnetId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value"),
InstanceShapeName: common.String("EXAMPLE-instanceShapeName-Value")},
MaximumBandwidthMbps: common.Int(5203),
ModelId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value"),
ScalingPolicy: datascience.AutoScalingPolicy{AutoScalingPolicies: []datascience.AutoScalingPolicyDetails{datascience.ThresholdBasedAutoScalingPolicyDetails{InitialInstanceCount: common.Int(959),
MaximumInstanceCount: common.Int(5),
MinimumInstanceCount: common.Int(431),
Rules: []datascience.MetricExpressionRule{datascience.PredefinedMetricExpressionRule{MetricType: datascience.PredefinedMetricExpressionRuleMetricTypeMemoryUtilization,
ScaleInConfiguration: &datascience.PredefinedExpressionThresholdScalingConfiguration{Threshold: common.Int(93),
InstanceCountAdjustment: common.Int(115),
PendingDuration: common.String("EXAMPLE-pendingDuration-Value")}}}}},
CoolDownInSeconds: common.Int(988),
IsEnabled: common.Bool(false)},
BandwidthMbps: common.Int(1258)},
EnvironmentConfigurationDetails: datascience.UpdateOcirModelDeploymentEnvironmentConfigurationDetails{Cmd: []string{"EXAMPLE--Value"},
Entrypoint: []string{"EXAMPLE--Value"},
EnvironmentVariables: map[string]string{"EXAMPLE_KEY_NiQxn": "EXAMPLE_VALUE_wSAdm8vr3ZI5ln2qem5r"},
HealthCheckPort: common.Int(615),
Image: common.String("EXAMPLE-image-Value"),
ImageDigest: common.String("EXAMPLE-imageDigest-Value"),
ServerPort: common.Int(904)}}}}
// Send the request using the service client
resp, err := client.UpdateModelDeployment(context.Background(), req)
helpers.FatalIfError(err)
// Retrieve value from the response.
fmt.Println(resp)
}