# 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).

require '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::ConfigFileLoader.load_config

# Initialize service client with default config file
ai_document_client =
  OCI::AiDocument::AIServiceDocumentClient.new(config: 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(
    OCI::AiDocument::Models::CreateModelDetails.new(
      model_type: 'KEY_VALUE_EXTRACTION',
      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: false,
      max_training_time_in_hours: 522.72974,
      training_dataset:
        OCI::AiDocument::Models::ObjectStorageDataset.new(
          dataset_type: 'OBJECT_STORAGE',
          namespace_name: 'EXAMPLE-namespaceName-Value',
          bucket_name: 'EXAMPLE-bucketName-Value',
          object_name: 'EXAMPLE-objectName-Value'
        ),
      testing_dataset:
        OCI::AiDocument::Models::ObjectStorageDataset.new(
          dataset_type: 'OBJECT_STORAGE',
          namespace_name: 'EXAMPLE-namespaceName-Value',
          bucket_name: 'EXAMPLE-bucketName-Value',
          object_name: 'EXAMPLE-objectName-Value'
        ),
      validation_dataset:
        OCI::AiDocument::Models::DataScienceLabelingDataset.new(
          dataset_type: 'DATA_SCIENCE_LABELING',
          dataset_id: 'ocid1.test.oc1..<unique_ID>EXAMPLE-datasetId-Value'
        ),
      component_models: [
        OCI::AiDocument::Models::ComponentModel.new(
          model_id: 'ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value'
        )
      ],
      alias_name: 'EXAMPLE-aliasName-Value',
      freeform_tags: {
        'EXAMPLE_KEY_iN0Sg' => 'EXAMPLE_VALUE_BoCoNlE4t5mIryyZlHOy'
      },
      defined_tags: {
        'EXAMPLE_KEY_UK7HV' => { 'EXAMPLE_KEY_PXGnc' => 'EXAMPLE--Value' }
      }
    )
  )

# Get the data from response
puts "#{create_model_response.data}"