# 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: 14.05167, memory_in_gbs: 225.83484)
                ),
              scaling_policy:
                OCI::DataScience::Models::FixedSizeScalingPolicy.new(
                  policy_type: 'FIXED_SIZE', instance_count: 6
                ),
              bandwidth_mbps: 4256
            ),
          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: 203,
              health_check_port: 817,
              environment_variables: {
                'EXAMPLE_KEY_v7BMk' => 'EXAMPLE_VALUE_LilbcCdshTGZ4Um8Mble'
              }
            )
        ),
      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_3mR07' => 'EXAMPLE_VALUE_OgulpPvOdvj6Xr1N53Wa'
      },
      defined_tags: {
        'EXAMPLE_KEY_zpTJN' => { 'EXAMPLE_KEY_MI4Zg' => 'EXAMPLE--Value' }
      }
    )
  )

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