# 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
create_model_deployment_response = data_science_client.create_model_deployment(
create_model_deployment_details=oci.data_science.models.CreateModelDeploymentDetails(
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.data_science.models.SingleModelDeploymentConfigurationDetails(
deployment_type="SINGLE_MODEL",
model_configuration_details=oci.data_science.models.ModelConfigurationDetails(
model_id="ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value",
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=5.1148453,
memory_in_gbs=176.61365,
cpu_baseline="BASELINE_1_8"),
subnet_id="ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value",
private_endpoint_id="ocid1.test.oc1..<unique_ID>EXAMPLE-privateEndpointId-Value"),
scaling_policy=oci.data_science.models.FixedSizeScalingPolicy(
policy_type="FIXED_SIZE",
instance_count=9),
bandwidth_mbps=7704,
maximum_bandwidth_mbps=1148),
environment_configuration_details=oci.data_science.models.DefaultModelDeploymentEnvironmentConfigurationDetails(
environment_configuration_type="DEFAULT",
environment_variables={
'EXAMPLE_KEY_fOu5a': 'EXAMPLE_VALUE_SjWL4gIUIpoLl2AiLSxt'})),
display_name="EXAMPLE-displayName-Value",
description="EXAMPLE-description-Value",
category_log_details=oci.data_science.models.CategoryLogDetails(
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_7YgeD': 'EXAMPLE_VALUE_fMsPhnBT5Pf0eDybFkqI'},
defined_tags={
'EXAMPLE_KEY_bCBUk': {
'EXAMPLE_KEY_LH4Bf': 'EXAMPLE--Value'}}),
opc_request_id="ZHJWDZZ5N76ZVIL6QUQI<unique_ID>",
opc_retry_token="EXAMPLE-opcRetryToken-Value",
opc_parent_rpt_url="EXAMPLE-opcParentRptUrl-Value")
# Get the data from response
print(create_model_deployment_response.data)