# 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).

require 'oci'

# Create a default config using DEFAULT profile in default location
# Refer to https://docs.cloud.oracle.com/en-us/iaas/Content/API/Concepts/sdkconfig.htm#SDK_and_CLI_Configuration_File for more info
config = OCI::ConfigFileLoader.load_config

# Initialize service client with default config file
data_science_client = OCI::DataScience::DataScienceClient.new(config: config)

# Send the request to service, some parameters are not required, see API doc for more info
create_model_deployment_response =
  data_science_client.create_model_deployment(
    OCI::DataScience::Models::CreateModelDeploymentDetails.new(
      project_id: 'ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value',
      compartment_id: 'ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value',
      model_deployment_configuration_details:
        OCI::DataScience::Models::SingleModelDeploymentConfigurationDetails.new(
          deployment_type: 'SINGLE_MODEL',
          model_configuration_details:
            OCI::DataScience::Models::ModelConfigurationDetails.new(
              model_id: 'ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value',
              instance_configuration:
                OCI::DataScience::Models::InstanceConfiguration.new(
                  instance_shape_name: 'EXAMPLE-instanceShapeName-Value',
                  model_deployment_instance_shape_config_details:
                    OCI::DataScience::Models::ModelDeploymentInstanceShapeConfigDetails
                      .new(
                      ocpus: 0.80296326,
                      memory_in_gbs: 700.02454,
                      cpu_baseline: 'BASELINE_1_8'
                    ),
                  subnet_id: 'ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value'
                ),
              scaling_policy:
                OCI::DataScience::Models::AutoScalingPolicy.new(
                  policy_type: 'AUTOSCALING',
                  auto_scaling_policies: [
                    OCI::DataScience::Models::ThresholdBasedAutoScalingPolicyDetails
                      .new(
                      auto_scaling_policy_type: 'THRESHOLD',
                      rules: [
                        OCI::DataScience::Models::CustomMetricExpressionRule
                          .new(
                          metric_expression_rule_type: 'CUSTOM_EXPRESSION',
                          scale_in_configuration:
                            OCI::DataScience::Models::CustomExpressionQueryScalingConfiguration
                              .new(
                              scaling_configuration_type: 'QUERY',
                              query: 'EXAMPLE-query-Value',
                              pending_duration: 'EXAMPLE-pendingDuration-Value',
                              instance_count_adjustment: 559
                            )
                        )
                      ],
                      maximum_instance_count: 2,
                      minimum_instance_count: 493,
                      initial_instance_count: 287
                    )
                  ],
                  cool_down_in_seconds: 665,
                  is_enabled: false
                ),
              bandwidth_mbps: 7087,
              maximum_bandwidth_mbps: 4325
            ),
          environment_configuration_details:
            OCI::DataScience::Models::OcirModelDeploymentEnvironmentConfigurationDetails
              .new(
              environment_configuration_type: 'OCIR_CONTAINER',
              image: 'EXAMPLE-image-Value',
              image_digest: 'EXAMPLE-imageDigest-Value',
              cmd: %w[EXAMPLE--Value],
              entrypoint: %w[EXAMPLE--Value],
              server_port: 244,
              health_check_port: 274,
              environment_variables: {
                'EXAMPLE_KEY_WpiB2' => 'EXAMPLE_VALUE_pURJsVOzA40IVRW8KS2R'
              }
            )
        ),
      display_name: 'EXAMPLE-displayName-Value',
      description: 'EXAMPLE-description-Value',
      category_log_details:
        OCI::DataScience::Models::CategoryLogDetails.new(
          access:
            OCI::DataScience::Models::LogDetails.new(
              log_id: 'ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value',
              log_group_id:
                'ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value'
            ),
          predict:
            OCI::DataScience::Models::LogDetails.new(
              log_id: 'ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value',
              log_group_id:
                'ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value'
            )
        ),
      freeform_tags: {
        'EXAMPLE_KEY_sY8lR' => 'EXAMPLE_VALUE_42aPf7XrW1FmYKKDmnfi'
      },
      defined_tags: {
        'EXAMPLE_KEY_yef7o' => { 'EXAMPLE_KEY_aX8jL' => 'EXAMPLE--Value' }
      }
    )
  )

# Get the data from response
puts "#{create_model_deployment_response.data}"