# 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_document_client = oci.ai_document.AIServiceDocumentClient(config)


# Send the request to service, some parameters are not required, see API
# doc for more info
create_model_response = ai_document_client.create_model(
    create_model_details=oci.ai_document.models.CreateModelDetails(
        model_type="DOCUMENT_CLASSIFICATION",
        compartment_id="ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value",
        project_id="ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value",
        display_name="EXAMPLE-displayName-Value",
        description="EXAMPLE-description-Value",
        model_version="EXAMPLE-modelVersion-Value",
        is_quick_mode=True,
        max_training_time_in_hours=2936.1045,
        training_dataset=oci.ai_document.models.ObjectStorageDataset(
            dataset_type="OBJECT_STORAGE",
            namespace_name="EXAMPLE-namespaceName-Value",
            bucket_name="EXAMPLE-bucketName-Value",
            object_name="EXAMPLE-objectName-Value"),
        testing_dataset=oci.ai_document.models.ObjectStorageDataset(
            dataset_type="OBJECT_STORAGE",
            namespace_name="EXAMPLE-namespaceName-Value",
            bucket_name="EXAMPLE-bucketName-Value",
            object_name="EXAMPLE-objectName-Value"),
        validation_dataset=oci.ai_document.models.ObjectStorageDataset(
            dataset_type="OBJECT_STORAGE",
            namespace_name="EXAMPLE-namespaceName-Value",
            bucket_name="EXAMPLE-bucketName-Value",
            object_name="EXAMPLE-objectName-Value"),
        component_models=[
            oci.ai_document.models.ComponentModel(
                model_id="ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value")],
        alias_name="EXAMPLE-aliasName-Value",
        freeform_tags={
            'EXAMPLE_KEY_ZyQ4Y': 'EXAMPLE_VALUE_0HzoiVRixFN3X7O1Rcxx'},
        defined_tags={
            'EXAMPLE_KEY_LuU4Q': {
                'EXAMPLE_KEY_tiWFE': 'EXAMPLE--Value'}}),
    opc_retry_token="EXAMPLE-opcRetryToken-Value",
    opc_request_id="RPUWLKQ5AYAMK0EMUJD6<unique_ID>")

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