# 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 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.config.from_file()


# Initialize service client with default config file
data_science_client = oci.data_science.DataScienceClient(config)


# Send the request to service, some parameters are not required, see API
# doc for more info
update_model_deployment_response = data_science_client.update_model_deployment(
    model_deployment_id="ocid1.test.oc1..<unique_ID>EXAMPLE-modelDeploymentId-Value",
    update_model_deployment_details=oci.data_science.models.UpdateModelDeploymentDetails(
        display_name="EXAMPLE-displayName-Value",
        description="EXAMPLE-description-Value",
        model_deployment_configuration_details=oci.data_science.models.UpdateModelGroupDeploymentConfigurationDetails(
            deployment_type="MODEL_GROUP",
            update_type="LIVE",
            model_group_configuration_details=oci.data_science.models.UpdateModelGroupConfigurationDetails(
                model_group_id="ocid1.test.oc1..<unique_ID>EXAMPLE-modelGroupId-Value"),
            infrastructure_configuration_details=oci.data_science.models.UpdateInstancePoolInfrastructureConfigurationDetails(
                infrastructure_type="INSTANCE_POOL",
                instance_configuration=oci.data_science.models.InstanceConfiguration(
                    instance_shape_name="EXAMPLE-instanceShapeName-Value",
                    model_deployment_instance_shape_config_details=oci.data_science.models.ModelDeploymentInstanceShapeConfigDetails(
                        ocpus=10.565296,
                        memory_in_gbs=53.709717,
                        cpu_baseline="BASELINE_1_2"),
                    subnet_id="ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value",
                    private_endpoint_id="ocid1.test.oc1..<unique_ID>EXAMPLE-privateEndpointId-Value",
                    network_access_type="MANAGED_NETWORKING_NO_INTERNET_ACCESS"),
                scaling_policy=oci.data_science.models.AutoScalingPolicy(
                    policy_type="AUTOSCALING",
                    auto_scaling_policies=[
                        oci.data_science.models.ThresholdBasedAutoScalingPolicyDetails(
                            auto_scaling_policy_type="THRESHOLD",
                            rules=[
                                oci.data_science.models.PredefinedMetricExpressionRule(
                                    metric_expression_rule_type="PREDEFINED_EXPRESSION",
                                    metric_type="CPU_UTILIZATION",
                                    scale_in_configuration=oci.data_science.models.PredefinedExpressionThresholdScalingConfiguration(
                                        scaling_configuration_type="THRESHOLD",
                                        threshold=841,
                                        pending_duration="EXAMPLE-pendingDuration-Value",
                                        instance_count_adjustment=170))],
                            maximum_instance_count=8,
                            minimum_instance_count=132,
                            initial_instance_count=577)],
                    cool_down_in_seconds=471,
                    is_enabled=True),
                bandwidth_mbps=3527,
                maximum_bandwidth_mbps=2249),
            environment_configuration_details=oci.data_science.models.UpdateDefaultModelDeploymentEnvironmentConfigurationDetails(
                environment_configuration_type="DEFAULT",
                environment_variables={
                    'EXAMPLE_KEY_lrziD': 'EXAMPLE_VALUE_Ab098MZoWLzrgNfHnAE8'})),
        category_log_details=oci.data_science.models.UpdateCategoryLogDetails(
            access=oci.data_science.models.LogDetails(
                log_id="ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value",
                log_group_id="ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value"),
            predict=oci.data_science.models.LogDetails(
                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_5d4lq': 'EXAMPLE_VALUE_PhWZ5hjL1LSWUuYLZm1j'},
        defined_tags={
            'EXAMPLE_KEY_xgXlF': {
                'EXAMPLE_KEY_rih5j': 'EXAMPLE--Value'}}),
    if_match="EXAMPLE-ifMatch-Value",
    opc_request_id="VHNQNYAYF2EWZVGBKFCH<unique_ID>")

# Get the data from response
print(update_model_deployment_response.headers)