// 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).
import * as datascience from "oci-datascience";
import common = require("oci-common");
// 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.
const provider: common.ConfigFileAuthenticationDetailsProvider = new common.ConfigFileAuthenticationDetailsProvider();
(async () => {
try {
// Create a service client
const client = new datascience.DataScienceClient({ authenticationDetailsProvider: provider });
// Create a request and dependent object(s).
const updateModelDeploymentDetails = {
displayName: "EXAMPLE-displayName-Value",
description: "EXAMPLE-description-Value",
modelDeploymentConfigurationDetails: {
deploymentType: "SINGLE_MODEL", modelConfigurationDetails: {
modelId: "ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value",
instanceConfiguration: {
instanceShapeName: "EXAMPLE-instanceShapeName-Value",
modelDeploymentInstanceShapeConfigDetails: {
ocpus: 33.96912,
memoryInGBs: 754.432,
cpuBaseline: datascience.models.ModelDeploymentInstanceShapeConfigDetails.CpuBaseline.Baseline12,
}
,
subnetId: "ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value",
privateEndpointId: "ocid1.test.oc1..<unique_ID>EXAMPLE-privateEndpointId-Value",
}
,
scalingPolicy: {
policyType: "AUTOSCALING", coolDownInSeconds: 803,
isEnabled: true,
autoScalingPolicies: [{
autoScalingPolicyType: "THRESHOLD", rules: [{
metricExpressionRuleType: "CUSTOM_EXPRESSION", scaleInConfiguration: {
scalingConfigurationType: "QUERY", query: "EXAMPLE-query-Value",
pendingDuration: "EXAMPLE-pendingDuration-Value",
instanceCountAdjustment: 886
}
,
}
],
maximumInstanceCount: 2,
minimumInstanceCount: 298,
initialInstanceCount: 673
}
]
}
,
bandwidthMbps: 319,
maximumBandwidthMbps: 4501,
}
,
environmentConfigurationDetails: {
environmentConfigurationType: "OCIR_CONTAINER", image: "EXAMPLE-image-Value",
imageDigest: "EXAMPLE-imageDigest-Value",
cmd: ["EXAMPLE--Value" ],
entrypoint: ["EXAMPLE--Value" ],
serverPort: 598,
healthCheckPort: 604,
environmentVariables: {
EXAMPLE_KEY_feSFv :"EXAMPLE_VALUE_f2LeRGcpDwp3Udcj99Oy"
}
}
}
,
categoryLogDetails: {
access: {
logId: "ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value",
logGroupId: "ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value",
}
,
predict: {
logId: "ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value",
logGroupId: "ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value",
}
,
}
,
freeformTags: {
EXAMPLE_KEY_GYuFb :"EXAMPLE_VALUE_fbHsqDpeNEWOL7eNSejV"
},
definedTags: {
EXAMPLE_KEY_dRXgF :{
EXAMPLE_KEY_zpgZP :"EXAMPLE--Value"
}
},
}
const updateModelDeploymentRequest: datascience.requests.UpdateModelDeploymentRequest = {
modelDeploymentId: "ocid1.test.oc1..<unique_ID>EXAMPLE-modelDeploymentId-Value",
updateModelDeploymentDetails: updateModelDeploymentDetails,
ifMatch: "EXAMPLE-ifMatch-Value",
opcRequestId: "1SMTDCF29XFAZ0I5FYIU<unique_ID>",
};
// Send request to the Client.
const updateModelDeploymentResponse = await client.updateModelDeployment(updateModelDeploymentRequest);
}
catch (error) {
console.log("updateModelDeployment Failed with error " + error);
}
})();