# 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.UpdateSingleModelDeploymentFlexConfigurationDetails(
            deployment_type="SINGLE_MODEL_FLEX",
            model_configuration_details=oci.data_science.models.UpdateSingleModelConfigurationDetails(
                model_id="ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value"),
            infrastructure_configuration_details=oci.data_science.models.UpdateManagedComputeClusterModelDeployInfrastructureConfigDetails(
                infrastructure_type="MANAGED_COMPUTE_CLUSTER",
                compute_target_id="ocid1.test.oc1..<unique_ID>EXAMPLE-computeTargetId-Value",
                model_deployment_resource_configuration=oci.data_science.models.ManagedComputeClusterModelDeploymentResourceConfiguration(
                    resource_request_configuration=oci.data_science.models.ResourceRequestConfiguration(
                        ocpus=3702.5232,
                        memory_in_gbs=6134.282,
                        gpus=330),
                    resource_limit_configuration=oci.data_science.models.ResourceLimitConfiguration(
                        ocpus=446.03705,
                        memory_in_gbs=1419.5824)),
                scaling_policy=oci.data_science.models.ManagedComputeClusterWorkloadAutoScalingPolicy(
                    policy_type="AUTOSCALING",
                    auto_scaling_policies=[
                        oci.data_science.models.ManagedComputeClusterWorkloadThresholdBasedPolicyDetails(
                                auto_scaling_policy_type="THRESHOLD",
                                rules=[
                                    oci.data_science.models.TargetPredefinedMetricExpressionRule(
                                        metric_expression_rule_type="TARGET_PREDEFINED_EXPRESSION",
                                        metric_type="CPU_UTILIZATION",
                                        scale_configuration=oci.data_science.models.TargetPredefinedExpressionThresholdScalingConfiguration(
                                            target_scaling_configuration_type="THRESHOLD",
                                            threshold=7518.217))],
                                maximum_instance_count=358,
                                minimum_instance_count=450,
                                initial_instance_count=653,
                                scale_in_policy=oci.data_science.models.ManagedComputeClusterWorkloadScalePolicy(
                                    pending_duration="EXAMPLE-pendingDuration-Value",
                                    instance_count_adjustment=703,
                                    cool_down_in_seconds=3573),
                                scale_out_policy=oci.data_science.models.ManagedComputeClusterWorkloadScalePolicy(
                                    pending_duration="EXAMPLE-pendingDuration-Value",
                                    instance_count_adjustment=198,
                                    cool_down_in_seconds=626))],
                    is_enabled=False)),
            environment_configuration_details=oci.data_science.models.UpdateOcirModelDeploymentEnvironmentConfigurationDetails(
                environment_configuration_type="OCIR_CONTAINER",
                image="EXAMPLE-image-Value",
                image_digest="EXAMPLE-imageDigest-Value",
                image_signature_id="ocid1.test.oc1..<unique_ID>EXAMPLE-imageSignatureId-Value",
                cmd=["EXAMPLE--Value"],
                entrypoint=["EXAMPLE--Value"],
                server_port=88,
                health_check_port=76,
                environment_variables={
                    'EXAMPLE_KEY_9H23F': 'EXAMPLE_VALUE_Y4muOom6THBDYalCxpVf'},
                predict_api_specification="EXAMPLE-predictApiSpecification-Value",
                custom_http_endpoints=[
                    oci.data_science.models.InferenceHttpEndpoint(
                        endpoint_uri_suffix="EXAMPLE-endpointUriSuffix-Value",
                        http_methods=[
                            "GET",
                            "PUT",
                            "POST",
                            "DELETE",
                            "HEAD"])])),
        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_bImlc': 'EXAMPLE_VALUE_bqg944jr8TDPzz8SJnsR'},
        defined_tags={
            'EXAMPLE_KEY_cARY6': {
                'EXAMPLE_KEY_tkTur': 'EXAMPLE--Value'}}),
    if_match="EXAMPLE-ifMatch-Value",
    opc_request_id="VEZ29IY1V2QS8HMO2YXC<unique_ID>")

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