// 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 createModelDeploymentDetails = {
displayName: "EXAMPLE-displayName-Value",
description: "EXAMPLE-description-Value",
projectId: "ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value",
compartmentId: "ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value",
modelDeploymentConfigurationDetails: {
deploymentType: "SINGLE_MODEL",
modelConfigurationDetails: {
modelId: "ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value",
instanceConfiguration: {
instanceShapeName: "EXAMPLE-instanceShapeName-Value",
modelDeploymentInstanceShapeConfigDetails: {
ocpus: 0.80296326,
memoryInGBs: 700.02454,
cpuBaseline:
datascience.models.ModelDeploymentInstanceShapeConfigDetails.CpuBaseline.Baseline18
},
subnetId: "ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value"
},
scalingPolicy: {
policyType: "AUTOSCALING",
coolDownInSeconds: 665,
isEnabled: false,
autoScalingPolicies: [
{
autoScalingPolicyType: "THRESHOLD",
rules: [
{
metricExpressionRuleType: "CUSTOM_EXPRESSION",
scaleInConfiguration: {
scalingConfigurationType: "QUERY",
query: "EXAMPLE-query-Value",
pendingDuration: "EXAMPLE-pendingDuration-Value",
instanceCountAdjustment: 559
}
}
],
maximumInstanceCount: 2,
minimumInstanceCount: 493,
initialInstanceCount: 287
}
]
},
bandwidthMbps: 7087,
maximumBandwidthMbps: 4325
},
environmentConfigurationDetails: {
environmentConfigurationType: "OCIR_CONTAINER",
image: "EXAMPLE-image-Value",
imageDigest: "EXAMPLE-imageDigest-Value",
cmd: ["EXAMPLE--Value"],
entrypoint: ["EXAMPLE--Value"],
serverPort: 244,
healthCheckPort: 274,
environmentVariables: {
EXAMPLE_KEY_WpiB2: "EXAMPLE_VALUE_pURJsVOzA40IVRW8KS2R"
}
}
},
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_sY8lR: "EXAMPLE_VALUE_42aPf7XrW1FmYKKDmnfi"
},
definedTags: {
EXAMPLE_KEY_yef7o: {
EXAMPLE_KEY_aX8jL: "EXAMPLE--Value"
}
}
};
const createModelDeploymentRequest: datascience.requests.CreateModelDeploymentRequest = {
createModelDeploymentDetails: createModelDeploymentDetails,
opcRequestId: "QTMXJIX68E6SEQC3PO9F<unique_ID>",
opcRetryToken: "EXAMPLE-opcRetryToken-Value"
};
// Send request to the Client.
const createModelDeploymentResponse = await client.createModelDeployment(
createModelDeploymentRequest
);
} catch (error) {
console.log("createModelDeployment Failed with error " + error);
}
})();