# 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
ai_anomaly_detection_client = oci.ai_anomaly_detection.AnomalyDetectionClient(
    config)


# Send the request to service, some parameters are not required, see API
# doc for more info
create_model_response = ai_anomaly_detection_client.create_model(
    create_model_details=oci.ai_anomaly_detection.models.CreateModelDetails(
        compartment_id="ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value",
        model_training_details=oci.ai_anomaly_detection.models.ModelTrainingDetails(
            data_asset_ids=["EXAMPLE--Value"],
            algorithm_hint="MULTIVARIATE_MSET",
            target_fap=0.036419928,
            training_fraction=0.063668445,
            window_size=71),
        project_id="ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value",
        display_name="EXAMPLE-displayName-Value",
        description="EXAMPLE-description-Value",
        freeform_tags={
            'EXAMPLE_KEY_uaOk7': 'EXAMPLE_VALUE_z7ivPs9HQzKmEvzOzWav'},
        defined_tags={
            'EXAMPLE_KEY_tZe3b': {
                'EXAMPLE_KEY_W7XLF': 'EXAMPLE--Value'}}),
    opc_retry_token="EXAMPLE-opcRetryToken-Value",
    opc_request_id="D2AU9BMJI9P1R0ID2GES<unique_ID>")

# Get the data from response
print(create_model_response.data)