# 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
from datetime import datetime

# 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_integration_client = oci.data_integration.DataIntegrationClient(config)


# Send the request to service, some parameters are not required, see API
# doc for more info
create_data_flow_response = data_integration_client.create_data_flow(
    workspace_id="ocid1.test.oc1..<unique_ID>EXAMPLE-workspaceId-Value",
    create_data_flow_details=oci.data_integration.models.CreateDataFlowDetails(
        name="EXAMPLE-name-Value",
        identifier="EXAMPLE-identifier-Value",
        registry_metadata=oci.data_integration.models.RegistryMetadata(
            aggregator_key="EXAMPLE-aggregatorKey-Value",
            labels=["EXAMPLE--Value"],
            registry_version=42,
            key="EXAMPLE-key-Value",
            is_favorite=True),
        key="EXAMPLE-key-Value",
        model_version="EXAMPLE-modelVersion-Value",
        parent_ref=oci.data_integration.models.ParentReference(
            parent="EXAMPLE-parent-Value",
            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
        nodes=[
            oci.data_integration.models.FlowNode(
                key="EXAMPLE-key-Value",
                model_type="EXAMPLE-modelType-Value",
                model_version="EXAMPLE-modelVersion-Value",
                parent_ref=oci.data_integration.models.ParentReference(
                    parent="EXAMPLE-parent-Value",
                    root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                name="EXAMPLE-name-Value",
                description="EXAMPLE-description-Value",
                input_links=[
                            oci.data_integration.models.InputLink(
                                model_type="INPUT_LINK",
                                key="EXAMPLE-key-Value",
                                model_version="EXAMPLE-modelVersion-Value",
                                parent_ref=oci.data_integration.models.ParentReference(
                                    parent="EXAMPLE-parent-Value",
                                    root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                object_status=422,
                                description="EXAMPLE-description-Value",
                                port="EXAMPLE-port-Value",
                                from_link="EXAMPLE-fromLink-Value",
                                field_map=oci.data_integration.models.NamedEntityMap(
                                    model_type="NAMED_ENTITY_MAP",
                                    description="EXAMPLE-description-Value",
                                    key="EXAMPLE-key-Value",
                                    model_version="EXAMPLE-modelVersion-Value",
                                    parent_ref=oci.data_integration.models.ParentReference(
                                            parent="EXAMPLE-parent-Value",
                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                    config_values=oci.data_integration.models.ConfigValues(
                                        config_param_values={
                                            'EXAMPLE_KEY_i6ZOF': {
                                                'stringValue': 'EXAMPLE-stringValue-Value',
                                                'intValue': 481,
                                                'objectValue': 'EXAMPLE-objectValue-Value',
                                                'refValue': 'EXAMPLE-refValue-Value',
                                                'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                        parent_ref=oci.data_integration.models.ParentReference(
                                            parent="EXAMPLE-parent-Value",
                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                    source_entity="EXAMPLE-sourceEntity-Value",
                                    target_entity="EXAMPLE-targetEntity-Value",
                                    object_status=861))],
                output_links=[
                            oci.data_integration.models.OutputLink(
                                model_type="OUTPUT_LINK",
                                key="EXAMPLE-key-Value",
                                model_version="EXAMPLE-modelVersion-Value",
                                parent_ref=oci.data_integration.models.ParentReference(
                                    parent="EXAMPLE-parent-Value",
                                    root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                object_status=96,
                                description="EXAMPLE-description-Value",
                                port="EXAMPLE-port-Value",
                                to_links=["EXAMPLE--Value"])],
                operator=oci.data_integration.models.Source(
                            model_type="SOURCE_OPERATOR",
                            key="EXAMPLE-key-Value",
                            model_version="EXAMPLE-modelVersion-Value",
                            parent_ref=oci.data_integration.models.ParentReference(
                                parent="EXAMPLE-parent-Value",
                                root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                            name="EXAMPLE-name-Value",
                            description="EXAMPLE-description-Value",
                            object_version=386,
                            input_ports=[
                                oci.data_integration.models.InputPort(
                                    model_type="INPUT_PORT",
                                    key="EXAMPLE-key-Value",
                                    model_version="EXAMPLE-modelVersion-Value",
                                    parent_ref=oci.data_integration.models.ParentReference(
                                        parent="EXAMPLE-parent-Value",
                                        root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                    config_values=oci.data_integration.models.ConfigValues(
                                        config_param_values={
                                            'EXAMPLE_KEY_o8VKk': {
                                                'stringValue': 'EXAMPLE-stringValue-Value',
                                                'intValue': 954,
                                                'objectValue': 'EXAMPLE-objectValue-Value',
                                                'refValue': 'EXAMPLE-refValue-Value',
                                                'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                        parent_ref=oci.data_integration.models.ParentReference(
                                            parent="EXAMPLE-parent-Value",
                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                    object_status=465,
                                    name="EXAMPLE-name-Value",
                                    description="EXAMPLE-description-Value",
                                    port_type="MODEL",
                                    fields=[
                                        oci.data_integration.models.OutputPort(
                                            model_type="OUTPUT_PORT",
                                            key="EXAMPLE-key-Value",
                                            model_version="EXAMPLE-modelVersion-Value",
                                            parent_ref=oci.data_integration.models.ParentReference(
                                                parent="EXAMPLE-parent-Value",
                                                root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                            config_values=oci.data_integration.models.ConfigValues(
                                                config_param_values={
                                                    'EXAMPLE_KEY_J3oWI': {
                                                        'stringValue': 'EXAMPLE-stringValue-Value',
                                                        'intValue': 513,
                                                        'objectValue': 'EXAMPLE-objectValue-Value',
                                                        'refValue': 'EXAMPLE-refValue-Value',
                                                        'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                        'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                                parent_ref=oci.data_integration.models.ParentReference(
                                                    parent="EXAMPLE-parent-Value",
                                                    root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                            object_status=280,
                                            name="EXAMPLE-name-Value",
                                            description="EXAMPLE-description-Value",
                                            port_type="MODEL")])],
                            output_ports=[
                                oci.data_integration.models.FlowPort(
                                    model_type="FLOW_PORT",
                                    key="EXAMPLE-key-Value",
                                    model_version="EXAMPLE-modelVersion-Value",
                                    parent_ref=oci.data_integration.models.ParentReference(
                                        parent="EXAMPLE-parent-Value",
                                        root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                    config_values=oci.data_integration.models.ConfigValues(
                                        config_param_values={
                                            'EXAMPLE_KEY_atT0K': {
                                                'stringValue': 'EXAMPLE-stringValue-Value',
                                                'intValue': 188,
                                                'objectValue': 'EXAMPLE-objectValue-Value',
                                                'refValue': 'EXAMPLE-refValue-Value',
                                                'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                        parent_ref=oci.data_integration.models.ParentReference(
                                            parent="EXAMPLE-parent-Value",
                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                    object_status=597,
                                    name="EXAMPLE-name-Value",
                                    description="EXAMPLE-description-Value")],
                            object_status=270,
                            identifier="EXAMPLE-identifier-Value",
                            parameters=[
                                oci.data_integration.models.Parameter(
                                    model_type="PARAMETER",
                                    key="EXAMPLE-key-Value",
                                    model_version="EXAMPLE-modelVersion-Value",
                                    parent_ref=oci.data_integration.models.ParentReference(
                                        parent="EXAMPLE-parent-Value",
                                        root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                    config_values=oci.data_integration.models.ConfigValues(
                                        config_param_values={
                                            'EXAMPLE_KEY_JufSg': {
                                                'stringValue': 'EXAMPLE-stringValue-Value',
                                                'intValue': 745,
                                                'objectValue': 'EXAMPLE-objectValue-Value',
                                                'refValue': 'EXAMPLE-refValue-Value',
                                                'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                        parent_ref=oci.data_integration.models.ParentReference(
                                            parent="EXAMPLE-parent-Value",
                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                    object_status=844,
                                    name="EXAMPLE-name-Value",
                                    description="EXAMPLE-description-Value",
                                    type="EXAMPLE-type-Value",
                                    default_value="EXAMPLE-defaultValue-Value",
                                    root_object_default_value="EXAMPLE-rootObjectDefaultValue-Value",
                                    is_input=True,
                                    is_output=False,
                                    output_aggregation_type="SUM",
                                    type_name="EXAMPLE-typeName-Value",
                                    used_for="EXAMPLE-usedFor-Value")],
                            op_config_values=oci.data_integration.models.ConfigValues(
                                config_param_values={
                                    'EXAMPLE_KEY_trZAj': {
                                        'stringValue': 'EXAMPLE-stringValue-Value',
                                        'intValue': 843,
                                        'objectValue': 'EXAMPLE-objectValue-Value',
                                        'refValue': 'EXAMPLE-refValue-Value',
                                        'parameterValue': 'EXAMPLE-parameterValue-Value',
                                        'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                parent_ref=oci.data_integration.models.ParentReference(
                                    parent="EXAMPLE-parent-Value",
                                    root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                            entity=oci.data_integration.models.DataEntityFromSql(
                                model_type="SQL_ENTITY",
                                metadata=oci.data_integration.models.ObjectMetadata(
                                    created_by="EXAMPLE-createdBy-Value",
                                    created_by_name="EXAMPLE-createdByName-Value",
                                    updated_by="EXAMPLE-updatedBy-Value",
                                    updated_by_name="EXAMPLE-updatedByName-Value",
                                    time_created=datetime.strptime(
                                        "2008-10-07T00:00:45.538Z",
                                        "%Y-%m-%dT%H:%M:%S.%fZ"),
                                    time_updated=datetime.strptime(
                                        "2042-07-13T15:20:42.127Z",
                                        "%Y-%m-%dT%H:%M:%S.%fZ"),
                                    aggregator_key="EXAMPLE-aggregatorKey-Value",
                                    aggregator=oci.data_integration.models.AggregatorSummary(
                                        type="EXAMPLE-type-Value",
                                        key="EXAMPLE-key-Value",
                                        name="EXAMPLE-name-Value",
                                        identifier="EXAMPLE-identifier-Value",
                                        description="EXAMPLE-description-Value"),
                                    identifier_path="EXAMPLE-identifierPath-Value",
                                    info_fields={
                                        'EXAMPLE_KEY_n1GLG': 'EXAMPLE_VALUE_j9pl4KjPqPI2A7FS9fNS'},
                                    registry_version=185,
                                    labels=["EXAMPLE--Value"],
                                    is_favorite=True,
                                    count_statistics=oci.data_integration.models.CountStatistic(
                                        object_type_count_list=[
                                            oci.data_integration.models.CountStatisticSummary(
                                                object_type="DATA_ASSET",
                                                object_count=660)])),
                                key="EXAMPLE-key-Value",
                                model_version="EXAMPLE-modelVersion-Value",
                                parent_ref=oci.data_integration.models.ParentReference(
                                    parent="EXAMPLE-parent-Value",
                                    root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                name="EXAMPLE-name-Value",
                                description="EXAMPLE-description-Value",
                                object_version=891,
                                external_key="EXAMPLE-externalKey-Value",
                                shape=oci.data_integration.models.Shape(
                                    model_type="SHAPE",
                                    key="EXAMPLE-key-Value",
                                    model_version="EXAMPLE-modelVersion-Value",
                                    parent_ref=oci.data_integration.models.ParentReference(
                                        parent="EXAMPLE-parent-Value",
                                        root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                    config_values=oci.data_integration.models.ConfigValues(
                                        config_param_values={
                                            'EXAMPLE_KEY_4Wuaj': {
                                                'stringValue': 'EXAMPLE-stringValue-Value',
                                                'intValue': 890,
                                                'objectValue': 'EXAMPLE-objectValue-Value',
                                                'refValue': 'EXAMPLE-refValue-Value',
                                                'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                        parent_ref=oci.data_integration.models.ParentReference(
                                            parent="EXAMPLE-parent-Value",
                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                    object_status=634,
                                    name="EXAMPLE-name-Value",
                                    description="EXAMPLE-description-Value",
                                    type=oci.data_integration.models.DerivedType(
                                        model_type="DERIVED_TYPE",
                                        key="EXAMPLE-key-Value",
                                        model_version="EXAMPLE-modelVersion-Value",
                                        parent_ref=oci.data_integration.models.ParentReference(
                                            parent="EXAMPLE-parent-Value",
                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                        name="EXAMPLE-name-Value",
                                        object_status=34,
                                        description="EXAMPLE-description-Value")),
                                shape_id="ocid1.test.oc1..<unique_ID>EXAMPLE-shapeId-Value",
                                entity_type="TABLE",
                                other_type_label="EXAMPLE-otherTypeLabel-Value",
                                unique_keys=[
                                    oci.data_integration.models.PrimaryKey(
                                        model_type="PRIMARY_KEY",
                                        key="EXAMPLE-key-Value",
                                        model_version="EXAMPLE-modelVersion-Value",
                                        parent_ref=oci.data_integration.models.ParentReference(
                                            parent="EXAMPLE-parent-Value",
                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                        name="EXAMPLE-name-Value",
                                        attribute_refs=[
                                            oci.data_integration.models.KeyAttribute(
                                                position=103,
                                                shape_field=oci.data_integration.models.ShapeField(
                                                    model_type="SHAPE_FIELD",
                                                    key="EXAMPLE-key-Value",
                                                    model_version="EXAMPLE-modelVersion-Value",
                                                    parent_ref=oci.data_integration.models.ParentReference(
                                                        parent="EXAMPLE-parent-Value",
                                                        root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                                    config_values=oci.data_integration.models.ConfigValues(
                                                        config_param_values={
                                                            'EXAMPLE_KEY_hMSDI': {
                                                                'stringValue': 'EXAMPLE-stringValue-Value',
                                                                'intValue': 245,
                                                                'objectValue': 'EXAMPLE-objectValue-Value',
                                                                'refValue': 'EXAMPLE-refValue-Value',
                                                                'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                                'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                                        parent_ref=oci.data_integration.models.ParentReference(
                                                            parent="EXAMPLE-parent-Value",
                                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                                    object_status=642,
                                                    name="EXAMPLE-name-Value",
                                                    description="EXAMPLE-description-Value",
                                                    type="EXAMPLE-type-Value",
                                                    labels=["EXAMPLE--Value"],
                                                    native_shape_field=oci.data_integration.models.NativeShapeField(
                                                        name="EXAMPLE-name-Value",
                                                        model_type="EXAMPLE-modelType-Value",
                                                        type="EXAMPLE-type-Value",
                                                        config_values=oci.data_integration.models.ConfigValues(
                                                            config_param_values={
                                                                'EXAMPLE_KEY_KpiUu': {
                                                                    'stringValue': 'EXAMPLE-stringValue-Value',
                                                                    'intValue': 122,
                                                                    'objectValue': 'EXAMPLE-objectValue-Value',
                                                                    'refValue': 'EXAMPLE-refValue-Value',
                                                                    'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                                    'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                                            parent_ref=oci.data_integration.models.ParentReference(
                                                                parent="EXAMPLE-parent-Value",
                                                                root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                                        position=406,
                                                        default_value_string="EXAMPLE-defaultValueString-Value",
                                                        is_mandatory=False)),
                                                attribute=oci.data_integration.models.ShapeField(
                                                    model_type="SHAPE_FIELD",
                                                    key="EXAMPLE-key-Value",
                                                    model_version="EXAMPLE-modelVersion-Value",
                                                    parent_ref=oci.data_integration.models.ParentReference(
                                                        parent="EXAMPLE-parent-Value",
                                                        root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                                    config_values=oci.data_integration.models.ConfigValues(
                                                        config_param_values={
                                                            'EXAMPLE_KEY_lgXKC': {
                                                                'stringValue': 'EXAMPLE-stringValue-Value',
                                                                'intValue': 590,
                                                                'objectValue': 'EXAMPLE-objectValue-Value',
                                                                'refValue': 'EXAMPLE-refValue-Value',
                                                                'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                                'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                                        parent_ref=oci.data_integration.models.ParentReference(
                                                            parent="EXAMPLE-parent-Value",
                                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                                    object_status=604,
                                                    name="EXAMPLE-name-Value",
                                                    description="EXAMPLE-description-Value",
                                                    type="EXAMPLE-type-Value",
                                                    labels=["EXAMPLE--Value"],
                                                    native_shape_field=oci.data_integration.models.NativeShapeField(
                                                        name="EXAMPLE-name-Value",
                                                        model_type="EXAMPLE-modelType-Value",
                                                        type="EXAMPLE-type-Value",
                                                        config_values=oci.data_integration.models.ConfigValues(
                                                            config_param_values={
                                                                'EXAMPLE_KEY_Wzs2p': {
                                                                    'stringValue': 'EXAMPLE-stringValue-Value',
                                                                    'intValue': 352,
                                                                    'objectValue': 'EXAMPLE-objectValue-Value',
                                                                    'refValue': 'EXAMPLE-refValue-Value',
                                                                    'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                                    'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                                            parent_ref=oci.data_integration.models.ParentReference(
                                                                parent="EXAMPLE-parent-Value",
                                                                root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                                        position=42,
                                                        default_value_string="EXAMPLE-defaultValueString-Value",
                                                        is_mandatory=False)))],
                                        object_status=623)],
                                foreign_keys=[
                                    oci.data_integration.models.ForeignKey(
                                        model_type="FOREIGN_KEY",
                                        key="EXAMPLE-key-Value",
                                        model_version="EXAMPLE-modelVersion-Value",
                                        parent_ref=oci.data_integration.models.ParentReference(
                                            parent="EXAMPLE-parent-Value",
                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                        name="EXAMPLE-name-Value",
                                        attribute_refs=[
                                            oci.data_integration.models.KeyAttribute(
                                                position=784,
                                                shape_field=oci.data_integration.models.ShapeField(
                                                    model_type="SHAPE_FIELD",
                                                    key="EXAMPLE-key-Value",
                                                    model_version="EXAMPLE-modelVersion-Value",
                                                    parent_ref=oci.data_integration.models.ParentReference(
                                                        parent="EXAMPLE-parent-Value",
                                                        root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                                    config_values=oci.data_integration.models.ConfigValues(
                                                        config_param_values={
                                                            'EXAMPLE_KEY_B5ZTN': {
                                                                'stringValue': 'EXAMPLE-stringValue-Value',
                                                                'intValue': 438,
                                                                'objectValue': 'EXAMPLE-objectValue-Value',
                                                                'refValue': 'EXAMPLE-refValue-Value',
                                                                'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                                'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                                        parent_ref=oci.data_integration.models.ParentReference(
                                                            parent="EXAMPLE-parent-Value",
                                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                                    object_status=117,
                                                    name="EXAMPLE-name-Value",
                                                    description="EXAMPLE-description-Value",
                                                    type="EXAMPLE-type-Value",
                                                    labels=["EXAMPLE--Value"],
                                                    native_shape_field=oci.data_integration.models.NativeShapeField(
                                                        name="EXAMPLE-name-Value",
                                                        model_type="EXAMPLE-modelType-Value",
                                                        type="EXAMPLE-type-Value",
                                                        config_values=oci.data_integration.models.ConfigValues(
                                                            config_param_values={
                                                                'EXAMPLE_KEY_EiBC1': {
                                                                    'stringValue': 'EXAMPLE-stringValue-Value',
                                                                    'intValue': 946,
                                                                    'objectValue': 'EXAMPLE-objectValue-Value',
                                                                    'refValue': 'EXAMPLE-refValue-Value',
                                                                    'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                                    'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                                            parent_ref=oci.data_integration.models.ParentReference(
                                                                parent="EXAMPLE-parent-Value",
                                                                root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                                        position=812,
                                                        default_value_string="EXAMPLE-defaultValueString-Value",
                                                        is_mandatory=True)),
                                                attribute=oci.data_integration.models.ShapeField(
                                                    model_type="SHAPE_FIELD",
                                                    key="EXAMPLE-key-Value",
                                                    model_version="EXAMPLE-modelVersion-Value",
                                                    parent_ref=oci.data_integration.models.ParentReference(
                                                        parent="EXAMPLE-parent-Value",
                                                        root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                                    config_values=oci.data_integration.models.ConfigValues(
                                                        config_param_values={
                                                            'EXAMPLE_KEY_pUR2Y': {
                                                                'stringValue': 'EXAMPLE-stringValue-Value',
                                                                'intValue': 659,
                                                                'objectValue': 'EXAMPLE-objectValue-Value',
                                                                'refValue': 'EXAMPLE-refValue-Value',
                                                                'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                                'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                                        parent_ref=oci.data_integration.models.ParentReference(
                                                            parent="EXAMPLE-parent-Value",
                                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                                    object_status=384,
                                                    name="EXAMPLE-name-Value",
                                                    description="EXAMPLE-description-Value",
                                                    type="EXAMPLE-type-Value",
                                                    labels=["EXAMPLE--Value"],
                                                    native_shape_field=oci.data_integration.models.NativeShapeField(
                                                        name="EXAMPLE-name-Value",
                                                        model_type="EXAMPLE-modelType-Value",
                                                        type="EXAMPLE-type-Value",
                                                        config_values=oci.data_integration.models.ConfigValues(
                                                            config_param_values={
                                                                'EXAMPLE_KEY_cIAT5': {
                                                                    'stringValue': 'EXAMPLE-stringValue-Value',
                                                                    'intValue': 689,
                                                                    'objectValue': 'EXAMPLE-objectValue-Value',
                                                                    'refValue': 'EXAMPLE-refValue-Value',
                                                                    'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                                    'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                                            parent_ref=oci.data_integration.models.ParentReference(
                                                                parent="EXAMPLE-parent-Value",
                                                                root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                                        position=775,
                                                        default_value_string="EXAMPLE-defaultValueString-Value",
                                                        is_mandatory=False)))],
                                        update_rule=97,
                                        delete_rule=914,
                                        reference_unique_key=oci.data_integration.models.PrimaryKey(
                                            model_type="PRIMARY_KEY",
                                            key="EXAMPLE-key-Value",
                                            model_version="EXAMPLE-modelVersion-Value",
                                            parent_ref=oci.data_integration.models.ParentReference(
                                                parent="EXAMPLE-parent-Value",
                                                root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                            name="EXAMPLE-name-Value",
                                            attribute_refs=[
                                                oci.data_integration.models.KeyAttribute(
                                                    position=801,
                                                    shape_field=oci.data_integration.models.ShapeField(
                                                        model_type="SHAPE_FIELD",
                                                        key="EXAMPLE-key-Value",
                                                        model_version="EXAMPLE-modelVersion-Value",
                                                        parent_ref=oci.data_integration.models.ParentReference(
                                                            parent="EXAMPLE-parent-Value",
                                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                                        config_values=oci.data_integration.models.ConfigValues(
                                                            config_param_values={
                                                                'EXAMPLE_KEY_Iw7D6': {
                                                                    'stringValue': 'EXAMPLE-stringValue-Value',
                                                                    'intValue': 224,
                                                                    'objectValue': 'EXAMPLE-objectValue-Value',
                                                                    'refValue': 'EXAMPLE-refValue-Value',
                                                                    'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                                    'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                                            parent_ref=oci.data_integration.models.ParentReference(
                                                                parent="EXAMPLE-parent-Value",
                                                                root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                                        object_status=201,
                                                        name="EXAMPLE-name-Value",
                                                        description="EXAMPLE-description-Value",
                                                        type="EXAMPLE-type-Value",
                                                        labels=["EXAMPLE--Value"],
                                                        native_shape_field=oci.data_integration.models.NativeShapeField(
                                                            name="EXAMPLE-name-Value",
                                                            model_type="EXAMPLE-modelType-Value",
                                                            type="EXAMPLE-type-Value",
                                                            config_values=oci.data_integration.models.ConfigValues(
                                                                config_param_values={
                                                                    'EXAMPLE_KEY_L2Blf': {
                                                                        'stringValue': 'EXAMPLE-stringValue-Value',
                                                                        'intValue': 697,
                                                                        'objectValue': 'EXAMPLE-objectValue-Value',
                                                                        'refValue': 'EXAMPLE-refValue-Value',
                                                                        'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                                        'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                                                parent_ref=oci.data_integration.models.ParentReference(
                                                                    parent="EXAMPLE-parent-Value",
                                                                    root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                                            position=133,
                                                            default_value_string="EXAMPLE-defaultValueString-Value",
                                                            is_mandatory=True)),
                                                    attribute=oci.data_integration.models.ShapeField(
                                                        model_type="SHAPE_FIELD",
                                                        key="EXAMPLE-key-Value",
                                                        model_version="EXAMPLE-modelVersion-Value",
                                                        parent_ref=oci.data_integration.models.ParentReference(
                                                            parent="EXAMPLE-parent-Value",
                                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                                        config_values=oci.data_integration.models.ConfigValues(
                                                            config_param_values={
                                                                'EXAMPLE_KEY_u0Jbw': {
                                                                    'stringValue': 'EXAMPLE-stringValue-Value',
                                                                    'intValue': 786,
                                                                    'objectValue': 'EXAMPLE-objectValue-Value',
                                                                    'refValue': 'EXAMPLE-refValue-Value',
                                                                    'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                                    'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                                            parent_ref=oci.data_integration.models.ParentReference(
                                                                parent="EXAMPLE-parent-Value",
                                                                root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                                        object_status=105,
                                                        name="EXAMPLE-name-Value",
                                                        description="EXAMPLE-description-Value",
                                                        type="EXAMPLE-type-Value",
                                                        labels=["EXAMPLE--Value"],
                                                        native_shape_field=oci.data_integration.models.NativeShapeField(
                                                            name="EXAMPLE-name-Value",
                                                            model_type="EXAMPLE-modelType-Value",
                                                            type="EXAMPLE-type-Value",
                                                            config_values=oci.data_integration.models.ConfigValues(
                                                                config_param_values={
                                                                    'EXAMPLE_KEY_aJ0QI': {
                                                                        'stringValue': 'EXAMPLE-stringValue-Value',
                                                                        'intValue': 317,
                                                                        'objectValue': 'EXAMPLE-objectValue-Value',
                                                                        'refValue': 'EXAMPLE-refValue-Value',
                                                                        'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                                        'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                                                parent_ref=oci.data_integration.models.ParentReference(
                                                                    parent="EXAMPLE-parent-Value",
                                                                    root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                                            position=379,
                                                            default_value_string="EXAMPLE-defaultValueString-Value",
                                                            is_mandatory=True)))],
                                            object_status=521),
                                        object_status=5)],
                                resource_name="EXAMPLE-resourceName-Value",
                                object_status=150,
                                identifier="EXAMPLE-identifier-Value",
                                sql_query="EXAMPLE-sqlQuery-Value"),
                            is_read_access=False,
                            is_copy_fields=False,
                            is_predefined_shape=True,
                            schema_drift_config=oci.data_integration.models.SchemaDriftConfig(
                                extra_column_handling="DO_NOT_ALLOW",
                                missing_column_handling="ALLOW",
                                data_type_change_handling="ALLOW",
                                is_validation_warning_if_allowed=False),
                            fixed_data_shape=oci.data_integration.models.Shape(
                                model_type="SHAPE",
                                key="EXAMPLE-key-Value",
                                model_version="EXAMPLE-modelVersion-Value",
                                parent_ref=oci.data_integration.models.ParentReference(
                                    parent="EXAMPLE-parent-Value",
                                    root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                config_values=oci.data_integration.models.ConfigValues(
                                    config_param_values={
                                        'EXAMPLE_KEY_b6t3A': {
                                            'stringValue': 'EXAMPLE-stringValue-Value',
                                            'intValue': 534,
                                            'objectValue': 'EXAMPLE-objectValue-Value',
                                            'refValue': 'EXAMPLE-refValue-Value',
                                            'parameterValue': 'EXAMPLE-parameterValue-Value',
                                            'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                    parent_ref=oci.data_integration.models.ParentReference(
                                        parent="EXAMPLE-parent-Value",
                                        root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                object_status=282,
                                name="EXAMPLE-name-Value",
                                description="EXAMPLE-description-Value",
                                type=oci.data_integration.models.MapType(
                                    model_type="MAP_TYPE",
                                    key="EXAMPLE-key-Value",
                                    model_version="EXAMPLE-modelVersion-Value",
                                    parent_ref=oci.data_integration.models.ParentReference(
                                        parent="EXAMPLE-parent-Value",
                                        root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                    name="EXAMPLE-name-Value",
                                    object_status=458,
                                    description="EXAMPLE-description-Value",
                                    key_element_type="EXAMPLE-keyElementType-Value",
                                    value_element_type="EXAMPLE-valueElementType-Value",
                                    contains_null=True)),
                            read_operation_config=oci.data_integration.models.ReadOperationConfig(
                                model_type="READ_OPERATION_CONFIG",
                                metadata_config_properties={
                                    'EXAMPLE_KEY_PM6p3': 'EXAMPLE_VALUE_ykAeoaYKm04hhEQ26zjy'},
                                derived_attributes={
                                    'EXAMPLE_KEY_77oLc': 'EXAMPLE_VALUE_6xNnwFse6AAiZZ7k0uZz'},
                                call_attribute=oci.data_integration.models.BipCallAttribute(
                                    model_type="BIP_CALL_ATTRIBUTE",
                                    fetch_size=887,
                                    offset_parameter="EXAMPLE-offsetParameter-Value",
                                    fetch_next_rows_parameter="EXAMPLE-fetchNextRowsParameter-Value",
                                    staging_data_asset=oci.data_integration.models.DataAssetSummaryFromObjectStorage(
                                        model_type="ORACLE_OBJECT_STORAGE_DATA_ASSET",
                                        key="EXAMPLE-key-Value",
                                        model_version="EXAMPLE-modelVersion-Value",
                                        name="EXAMPLE-name-Value",
                                        description="EXAMPLE-description-Value",
                                        object_status=189,
                                        identifier="EXAMPLE-identifier-Value",
                                        external_key="EXAMPLE-externalKey-Value",
                                        asset_properties={
                                            'EXAMPLE_KEY_mhVty': 'EXAMPLE_VALUE_hoe40vNrHjT51PHbVe2j'},
                                        native_type_system=oci.data_integration.models.TypeSystem(
                                            key="EXAMPLE-key-Value",
                                            model_type="EXAMPLE-modelType-Value",
                                            model_version="EXAMPLE-modelVersion-Value",
                                            parent_ref=oci.data_integration.models.ParentReference(
                                                parent="EXAMPLE-parent-Value",
                                                root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                            name="EXAMPLE-name-Value",
                                            description="EXAMPLE-description-Value",
                                            object_version=371,
                                            type_mapping_to={
                                                'EXAMPLE_KEY_Ouy0q': 'EXAMPLE_VALUE_tHqHu3VMd3EOBqHZr48N'},
                                            type_mapping_from={
                                                'EXAMPLE_KEY_tE8eQ': 'EXAMPLE_VALUE_DN7uGbh53sHUcdn3euxg'},
                                            object_status=955,
                                            identifier="EXAMPLE-identifier-Value",
                                            types=[
                                                oci.data_integration.models.DataType(
                                                    model_type="DATA_TYPE",
                                                    key="EXAMPLE-key-Value",
                                                    model_version="EXAMPLE-modelVersion-Value",
                                                    parent_ref=oci.data_integration.models.ParentReference(
                                                        parent="EXAMPLE-parent-Value",
                                                        root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                                    name="EXAMPLE-name-Value",
                                                    object_status=937,
                                                    description="EXAMPLE-description-Value",
                                                    dt_type="STRUCTURED",
                                                    type_system_name="EXAMPLE-typeSystemName-Value",
                                                    config_definition=oci.data_integration.models.ConfigDefinition(
                                                        key="EXAMPLE-key-Value",
                                                        model_type="EXAMPLE-modelType-Value",
                                                        model_version="EXAMPLE-modelVersion-Value",
                                                        parent_ref=oci.data_integration.models.ParentReference(
                                                            parent="EXAMPLE-parent-Value",
                                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                                        name="EXAMPLE-name-Value",
                                                        is_contained=False,
                                                        object_status=349,
                                                        config_parameter_definitions={
                                                            'EXAMPLE_KEY_7xIrU': {
                                                                'parameterName': 'EXAMPLE-parameterName-Value',
                                                                'description': 'EXAMPLE-description-Value',
                                                                'defaultValue': 'EXAMPLE-defaultValue-Value',
                                                                'classFieldName': 'EXAMPLE-classFieldName-Value',
                                                                'isStatic': False,
                                                                'isClassFieldValue': True}}))]),
                                        object_version=432,
                                        parent_ref=oci.data_integration.models.ParentReference(
                                            parent="EXAMPLE-parent-Value",
                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                        metadata=oci.data_integration.models.ObjectMetadata(
                                            created_by="EXAMPLE-createdBy-Value",
                                            created_by_name="EXAMPLE-createdByName-Value",
                                            updated_by="EXAMPLE-updatedBy-Value",
                                            updated_by_name="EXAMPLE-updatedByName-Value",
                                            time_created=datetime.strptime(
                                                "2003-01-19T01:58:15.944Z",
                                                "%Y-%m-%dT%H:%M:%S.%fZ"),
                                            time_updated=datetime.strptime(
                                                "2002-03-07T16:06:28.286Z",
                                                "%Y-%m-%dT%H:%M:%S.%fZ"),
                                            aggregator_key="EXAMPLE-aggregatorKey-Value",
                                            aggregator=oci.data_integration.models.AggregatorSummary(
                                                type="EXAMPLE-type-Value",
                                                key="EXAMPLE-key-Value",
                                                name="EXAMPLE-name-Value",
                                                identifier="EXAMPLE-identifier-Value",
                                                description="EXAMPLE-description-Value"),
                                            identifier_path="EXAMPLE-identifierPath-Value",
                                            info_fields={
                                                'EXAMPLE_KEY_GIbQz': 'EXAMPLE_VALUE_rnVtaUT8zm8i9QH8ITz2'},
                                            registry_version=109,
                                            labels=["EXAMPLE--Value"],
                                            is_favorite=False,
                                            count_statistics=oci.data_integration.models.CountStatistic(
                                                object_type_count_list=[
                                                    oci.data_integration.models.CountStatisticSummary(
                                                        object_type="TASK",
                                                        object_count=294)])),
                                        oci_region="EXAMPLE-ociRegion-Value",
                                        url="EXAMPLE-url-Value",
                                        tenancy_id="ocid1.test.oc1..<unique_ID>EXAMPLE-tenancyId-Value",
                                        namespace="EXAMPLE-namespace-Value",
                                        default_connection=oci.data_integration.models.ConnectionSummaryFromObjectStorage(
                                            model_type="ORACLE_OBJECT_STORAGE_CONNECTION",
                                            key="EXAMPLE-key-Value",
                                            model_version="EXAMPLE-modelVersion-Value",
                                            parent_ref=oci.data_integration.models.ParentReference(
                                                parent="EXAMPLE-parent-Value",
                                                root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                            name="EXAMPLE-name-Value",
                                            description="EXAMPLE-description-Value",
                                            object_version=743,
                                            object_status=510,
                                            identifier="EXAMPLE-identifier-Value",
                                            primary_schema=oci.data_integration.models.Schema(
                                                key="EXAMPLE-key-Value",
                                                model_type="EXAMPLE-modelType-Value",
                                                model_version="EXAMPLE-modelVersion-Value",
                                                parent_ref=oci.data_integration.models.ParentReference(
                                                    parent="EXAMPLE-parent-Value",
                                                    root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                                name="EXAMPLE-name-Value",
                                                resource_name="EXAMPLE-resourceName-Value",
                                                description="EXAMPLE-description-Value",
                                                object_version=172,
                                                external_key="EXAMPLE-externalKey-Value",
                                                is_has_containers=True,
                                                default_connection="EXAMPLE-defaultConnection-Value",
                                                object_status=750,
                                                identifier="EXAMPLE-identifier-Value",
                                                metadata=oci.data_integration.models.ObjectMetadata(
                                                    created_by="EXAMPLE-createdBy-Value",
                                                    created_by_name="EXAMPLE-createdByName-Value",
                                                    updated_by="EXAMPLE-updatedBy-Value",
                                                    updated_by_name="EXAMPLE-updatedByName-Value",
                                                    time_created=datetime.strptime(
                                                        "2046-08-21T06:17:31.309Z",
                                                        "%Y-%m-%dT%H:%M:%S.%fZ"),
                                                    time_updated=datetime.strptime(
                                                        "2032-11-15T11:05:00.134Z",
                                                        "%Y-%m-%dT%H:%M:%S.%fZ"),
                                                    aggregator_key="EXAMPLE-aggregatorKey-Value",
                                                    aggregator=oci.data_integration.models.AggregatorSummary(
                                                        type="EXAMPLE-type-Value",
                                                        key="EXAMPLE-key-Value",
                                                        name="EXAMPLE-name-Value",
                                                        identifier="EXAMPLE-identifier-Value",
                                                        description="EXAMPLE-description-Value"),
                                                    identifier_path="EXAMPLE-identifierPath-Value",
                                                    info_fields={
                                                        'EXAMPLE_KEY_2MPkn': 'EXAMPLE_VALUE_XDzRtt44RXcjiHIuMJy6'},
                                                    registry_version=534,
                                                    labels=["EXAMPLE--Value"],
                                                    is_favorite=False,
                                                    count_statistics=oci.data_integration.models.CountStatistic(
                                                        object_type_count_list=[
                                                            oci.data_integration.models.CountStatisticSummary(
                                                                object_type="APPLICATION",
                                                                object_count=259)]))),
                                            connection_properties=[
                                                oci.data_integration.models.ConnectionProperty(
                                                    name="EXAMPLE-name-Value",
                                                    value="EXAMPLE-value-Value")],
                                            is_default=False,
                                            metadata=oci.data_integration.models.ObjectMetadata(
                                                created_by="EXAMPLE-createdBy-Value",
                                                created_by_name="EXAMPLE-createdByName-Value",
                                                updated_by="EXAMPLE-updatedBy-Value",
                                                updated_by_name="EXAMPLE-updatedByName-Value",
                                                time_created=datetime.strptime(
                                                    "2041-07-26T09:34:15.321Z",
                                                    "%Y-%m-%dT%H:%M:%S.%fZ"),
                                                time_updated=datetime.strptime(
                                                    "2041-01-20T00:29:46.965Z",
                                                    "%Y-%m-%dT%H:%M:%S.%fZ"),
                                                aggregator_key="EXAMPLE-aggregatorKey-Value",
                                                aggregator=oci.data_integration.models.AggregatorSummary(
                                                    type="EXAMPLE-type-Value",
                                                    key="EXAMPLE-key-Value",
                                                    name="EXAMPLE-name-Value",
                                                    identifier="EXAMPLE-identifier-Value",
                                                    description="EXAMPLE-description-Value"),
                                                identifier_path="EXAMPLE-identifierPath-Value",
                                                info_fields={
                                                    'EXAMPLE_KEY_IDpnU': 'EXAMPLE_VALUE_eYtowZ5sKtwEbiGnFqAR'},
                                                registry_version=985,
                                                labels=["EXAMPLE--Value"],
                                                is_favorite=True,
                                                count_statistics=oci.data_integration.models.CountStatistic(
                                                    object_type_count_list=[
                                                        oci.data_integration.models.CountStatisticSummary(
                                                            object_type="PROJECT",
                                                            object_count=298)])),
                                            key_map={
                                                'EXAMPLE_KEY_XyFf2': 'EXAMPLE_VALUE_OGAQTROO5CBtl95NawHe'},
                                            credential_file_content="EXAMPLE-credentialFileContent-Value",
                                            user_id="ocid1.test.oc1..<unique_ID>EXAMPLE-userId-Value",
                                            finger_print="EXAMPLE-fingerPrint-Value",
                                            pass_phrase="EXAMPLE-passPhrase-Value")),
                                    staging_connection=oci.data_integration.models.ConnectionSummaryFromObjectStorage(
                                        model_type="ORACLE_OBJECT_STORAGE_CONNECTION",
                                        key="EXAMPLE-key-Value",
                                        model_version="EXAMPLE-modelVersion-Value",
                                        parent_ref=oci.data_integration.models.ParentReference(
                                            parent="EXAMPLE-parent-Value",
                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                        name="EXAMPLE-name-Value",
                                        description="EXAMPLE-description-Value",
                                        object_version=432,
                                        object_status=814,
                                        identifier="EXAMPLE-identifier-Value",
                                        primary_schema=oci.data_integration.models.Schema(
                                            key="EXAMPLE-key-Value",
                                            model_type="EXAMPLE-modelType-Value",
                                            model_version="EXAMPLE-modelVersion-Value",
                                            parent_ref=oci.data_integration.models.ParentReference(
                                                parent="EXAMPLE-parent-Value",
                                                root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                            name="EXAMPLE-name-Value",
                                            resource_name="EXAMPLE-resourceName-Value",
                                            description="EXAMPLE-description-Value",
                                            object_version=445,
                                            external_key="EXAMPLE-externalKey-Value",
                                            is_has_containers=False,
                                            default_connection="EXAMPLE-defaultConnection-Value",
                                            object_status=478,
                                            identifier="EXAMPLE-identifier-Value",
                                            metadata=oci.data_integration.models.ObjectMetadata(
                                                created_by="EXAMPLE-createdBy-Value",
                                                created_by_name="EXAMPLE-createdByName-Value",
                                                updated_by="EXAMPLE-updatedBy-Value",
                                                updated_by_name="EXAMPLE-updatedByName-Value",
                                                time_created=datetime.strptime(
                                                    "2034-07-15T16:39:35.397Z",
                                                    "%Y-%m-%dT%H:%M:%S.%fZ"),
                                                time_updated=datetime.strptime(
                                                    "2033-12-28T16:27:04.414Z",
                                                    "%Y-%m-%dT%H:%M:%S.%fZ"),
                                                aggregator_key="EXAMPLE-aggregatorKey-Value",
                                                aggregator=oci.data_integration.models.AggregatorSummary(
                                                    type="EXAMPLE-type-Value",
                                                    key="EXAMPLE-key-Value",
                                                    name="EXAMPLE-name-Value",
                                                    identifier="EXAMPLE-identifier-Value",
                                                    description="EXAMPLE-description-Value"),
                                                identifier_path="EXAMPLE-identifierPath-Value",
                                                info_fields={
                                                    'EXAMPLE_KEY_7nSX4': 'EXAMPLE_VALUE_fFeCCIYVL7iw91YuXKh7'},
                                                registry_version=548,
                                                labels=["EXAMPLE--Value"],
                                                is_favorite=False,
                                                count_statistics=oci.data_integration.models.CountStatistic(
                                                    object_type_count_list=[
                                                        oci.data_integration.models.CountStatisticSummary(
                                                            object_type="CONNECTION",
                                                            object_count=829)]))),
                                        connection_properties=[
                                            oci.data_integration.models.ConnectionProperty(
                                                name="EXAMPLE-name-Value",
                                                value="EXAMPLE-value-Value")],
                                        is_default=True,
                                        metadata=oci.data_integration.models.ObjectMetadata(
                                            created_by="EXAMPLE-createdBy-Value",
                                            created_by_name="EXAMPLE-createdByName-Value",
                                            updated_by="EXAMPLE-updatedBy-Value",
                                            updated_by_name="EXAMPLE-updatedByName-Value",
                                            time_created=datetime.strptime(
                                                "2009-01-14T02:03:10.352Z",
                                                "%Y-%m-%dT%H:%M:%S.%fZ"),
                                            time_updated=datetime.strptime(
                                                "2007-03-20T10:46:17.354Z",
                                                "%Y-%m-%dT%H:%M:%S.%fZ"),
                                            aggregator_key="EXAMPLE-aggregatorKey-Value",
                                            aggregator=oci.data_integration.models.AggregatorSummary(
                                                type="EXAMPLE-type-Value",
                                                key="EXAMPLE-key-Value",
                                                name="EXAMPLE-name-Value",
                                                identifier="EXAMPLE-identifier-Value",
                                                description="EXAMPLE-description-Value"),
                                            identifier_path="EXAMPLE-identifierPath-Value",
                                            info_fields={
                                                'EXAMPLE_KEY_xDdNk': 'EXAMPLE_VALUE_rwxd9JcOhsTdnGCdRtZ8'},
                                            registry_version=299,
                                            labels=["EXAMPLE--Value"],
                                            is_favorite=True,
                                            count_statistics=oci.data_integration.models.CountStatistic(
                                                object_type_count_list=[
                                                    oci.data_integration.models.CountStatisticSummary(
                                                        object_type="FOLDER",
                                                        object_count=309)])),
                                        key_map={
                                            'EXAMPLE_KEY_todyt': 'EXAMPLE_VALUE_fj79oCCZ4UwDCb5lzZRT'},
                                        credential_file_content="EXAMPLE-credentialFileContent-Value",
                                        user_id="ocid1.test.oc1..<unique_ID>EXAMPLE-userId-Value",
                                        finger_print="EXAMPLE-fingerPrint-Value",
                                        pass_phrase="EXAMPLE-passPhrase-Value"),
                                    bucket_schema=oci.data_integration.models.Schema(
                                        key="EXAMPLE-key-Value",
                                        model_type="EXAMPLE-modelType-Value",
                                        model_version="EXAMPLE-modelVersion-Value",
                                        parent_ref=oci.data_integration.models.ParentReference(
                                            parent="EXAMPLE-parent-Value",
                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                        name="EXAMPLE-name-Value",
                                        resource_name="EXAMPLE-resourceName-Value",
                                        description="EXAMPLE-description-Value",
                                        object_version=585,
                                        external_key="EXAMPLE-externalKey-Value",
                                        is_has_containers=True,
                                        default_connection="EXAMPLE-defaultConnection-Value",
                                        object_status=685,
                                        identifier="EXAMPLE-identifier-Value",
                                        metadata=oci.data_integration.models.ObjectMetadata(
                                            created_by="EXAMPLE-createdBy-Value",
                                            created_by_name="EXAMPLE-createdByName-Value",
                                            updated_by="EXAMPLE-updatedBy-Value",
                                            updated_by_name="EXAMPLE-updatedByName-Value",
                                            time_created=datetime.strptime(
                                                "2043-03-16T10:41:53.497Z",
                                                "%Y-%m-%dT%H:%M:%S.%fZ"),
                                            time_updated=datetime.strptime(
                                                "2034-05-15T19:23:44.621Z",
                                                "%Y-%m-%dT%H:%M:%S.%fZ"),
                                            aggregator_key="EXAMPLE-aggregatorKey-Value",
                                            aggregator=oci.data_integration.models.AggregatorSummary(
                                                type="EXAMPLE-type-Value",
                                                key="EXAMPLE-key-Value",
                                                name="EXAMPLE-name-Value",
                                                identifier="EXAMPLE-identifier-Value",
                                                description="EXAMPLE-description-Value"),
                                            identifier_path="EXAMPLE-identifierPath-Value",
                                            info_fields={
                                                'EXAMPLE_KEY_PfrbZ': 'EXAMPLE_VALUE_Btmt0rXim3zSc3XFwHWy'},
                                            registry_version=611,
                                            labels=["EXAMPLE--Value"],
                                            is_favorite=False,
                                            count_statistics=oci.data_integration.models.CountStatistic(
                                                object_type_count_list=[
                                                    oci.data_integration.models.CountStatisticSummary(
                                                        object_type="FOLDER",
                                                        object_count=895)])))),
                                key="EXAMPLE-key-Value",
                                model_version="EXAMPLE-modelVersion-Value",
                                parent_ref=oci.data_integration.models.ParentReference(
                                    parent="EXAMPLE-parent-Value",
                                    root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                operations=[
                                    oci.data_integration.models.Sort(
                                        model_type="SORT",
                                        sort_clauses=[
                                            oci.data_integration.models.SortClause(
                                                field=oci.data_integration.models.ShapeField(
                                                    model_type="SHAPE_FIELD",
                                                    key="EXAMPLE-key-Value",
                                                    model_version="EXAMPLE-modelVersion-Value",
                                                    parent_ref=oci.data_integration.models.ParentReference(
                                                        parent="EXAMPLE-parent-Value",
                                                        root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                                    config_values=oci.data_integration.models.ConfigValues(
                                                        config_param_values={
                                                            'EXAMPLE_KEY_AfCEf': {
                                                                'stringValue': 'EXAMPLE-stringValue-Value',
                                                                'intValue': 292,
                                                                'objectValue': 'EXAMPLE-objectValue-Value',
                                                                'refValue': 'EXAMPLE-refValue-Value',
                                                                'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                                'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                                        parent_ref=oci.data_integration.models.ParentReference(
                                                            parent="EXAMPLE-parent-Value",
                                                            root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                                    object_status=325,
                                                    name="EXAMPLE-name-Value",
                                                    description="EXAMPLE-description-Value",
                                                    type="EXAMPLE-type-Value",
                                                    labels=["EXAMPLE--Value"],
                                                    native_shape_field=oci.data_integration.models.NativeShapeField(
                                                        name="EXAMPLE-name-Value",
                                                        model_type="EXAMPLE-modelType-Value",
                                                        type="EXAMPLE-type-Value",
                                                        config_values=oci.data_integration.models.ConfigValues(
                                                            config_param_values={
                                                                'EXAMPLE_KEY_Ytw9n': {
                                                                    'stringValue': 'EXAMPLE-stringValue-Value',
                                                                    'intValue': 516,
                                                                    'objectValue': 'EXAMPLE-objectValue-Value',
                                                                    'refValue': 'EXAMPLE-refValue-Value',
                                                                    'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                                    'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                                            parent_ref=oci.data_integration.models.ParentReference(
                                                                parent="EXAMPLE-parent-Value",
                                                                root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                                        position=682,
                                                        default_value_string="EXAMPLE-defaultValueString-Value",
                                                        is_mandatory=True)),
                                                order="ASC")])],
                                data_format=oci.data_integration.models.DataFormat(
                                    format_attribute=oci.data_integration.models.JsonFormatAttribute(
                                        model_type="JSON_FORMAT",
                                        is_file_pattern=True,
                                        encoding="EXAMPLE-encoding-Value",
                                        sample_entity_data="EXAMPLE-sampleEntityData-Value"),
                                    type="PARQUET",
                                    compression_config=oci.data_integration.models.Compression(
                                        codec="LZ4")),
                                partition_config=oci.data_integration.models.KeyRangePartitionConfig(
                                    model_type="KEYRANGEPARTITIONCONFIG",
                                    partition_number=570,
                                    key_range=oci.data_integration.models.KeyRange(
                                        key=oci.data_integration.models.ShapeField(
                                            model_type="SHAPE_FIELD",
                                            key="EXAMPLE-key-Value",
                                            model_version="EXAMPLE-modelVersion-Value",
                                            parent_ref=oci.data_integration.models.ParentReference(
                                                parent="EXAMPLE-parent-Value",
                                                root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                                            config_values=oci.data_integration.models.ConfigValues(
                                                config_param_values={
                                                    'EXAMPLE_KEY_K20rd': {
                                                        'stringValue': 'EXAMPLE-stringValue-Value',
                                                        'intValue': 211,
                                                        'objectValue': 'EXAMPLE-objectValue-Value',
                                                        'refValue': 'EXAMPLE-refValue-Value',
                                                        'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                        'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                                parent_ref=oci.data_integration.models.ParentReference(
                                                    parent="EXAMPLE-parent-Value",
                                                    root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                            object_status=158,
                                            name="EXAMPLE-name-Value",
                                            description="EXAMPLE-description-Value",
                                            type="EXAMPLE-type-Value",
                                            labels=["EXAMPLE--Value"],
                                            native_shape_field=oci.data_integration.models.NativeShapeField(
                                                name="EXAMPLE-name-Value",
                                                model_type="EXAMPLE-modelType-Value",
                                                type="EXAMPLE-type-Value",
                                                config_values=oci.data_integration.models.ConfigValues(
                                                    config_param_values={
                                                        'EXAMPLE_KEY_109qr': {
                                                            'stringValue': 'EXAMPLE-stringValue-Value',
                                                            'intValue': 297,
                                                            'objectValue': 'EXAMPLE-objectValue-Value',
                                                            'refValue': 'EXAMPLE-refValue-Value',
                                                            'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                            'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                                    parent_ref=oci.data_integration.models.ParentReference(
                                                        parent="EXAMPLE-parent-Value",
                                                        root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                                                position=797,
                                                default_value_string="EXAMPLE-defaultValueString-Value",
                                                is_mandatory=False)))),
                                read_attribute=oci.data_integration.models.BiccReadAttributes(
                                    model_type="BICC_READ_ATTRIBUTE",
                                    fetch_size=914,
                                    extract_strategy="INCREMENTAL",
                                    external_storage=oci.data_integration.models.ExternalStorage(
                                        model_type="EXTERNAL_STORAGE",
                                        storage_id="ocid1.test.oc1..<unique_ID>EXAMPLE-storageId-Value",
                                        storage_name="EXAMPLE-storageName-Value",
                                        host="EXAMPLE-host-Value",
                                        tenancy_id="ocid1.test.oc1..<unique_ID>EXAMPLE-tenancyId-Value",
                                        namespace="EXAMPLE-namespace-Value",
                                        bucket="EXAMPLE-bucket-Value"),
                                    initial_extract_date=datetime.strptime(
                                        "2028-08-01T21:16:11.266Z",
                                        "%Y-%m-%dT%H:%M:%S.%fZ"),
                                    last_extract_date=datetime.strptime(
                                        "2009-05-20T11:08:52.374Z",
                                        "%Y-%m-%dT%H:%M:%S.%fZ")),
                                incremental_read_config=oci.data_integration.models.IncrementalReadConfig(
                                    last_extracted_field_date=[
                                        oci.data_integration.models.IncrementalFieldClause(
                                            incremental_field_name="EXAMPLE-incrementalFieldName-Value",
                                            incremental_field_value={
                                                'EXAMPLE_KEY_x0m0j': 'EXAMPLE_VALUE_iM01XYc6dg5nRC1rx7JV'},
                                            incremental_comparator="STARTSWITH")],
                                    last_extracted_data_entity_date=[
                                        oci.data_integration.models.IncrementalDataEntityClause(
                                            incremental_data_entity_name="EXAMPLE-incrementalDataEntityName-Value",
                                            incremental_data_entity_value={
                                                'EXAMPLE_KEY_lg5yC': 'EXAMPLE_VALUE_prfdeGAlNyXhH5RRxuTZ'},
                                            incremental_comparator="STARTSWITH")]),
                                object_status=732)),
                ui_properties=oci.data_integration.models.UIProperties(
                            coordinate_x=8390.23,
                            coordinate_y=231.98784),
                object_status=845)],
        parameters=[
            oci.data_integration.models.Parameter(
                model_type="PARAMETER",
                key="EXAMPLE-key-Value",
                model_version="EXAMPLE-modelVersion-Value",
                parent_ref=oci.data_integration.models.ParentReference(
                    parent="EXAMPLE-parent-Value",
                    root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value"),
                config_values=oci.data_integration.models.ConfigValues(
                    config_param_values={
                        'EXAMPLE_KEY_OUJcj': {
                            'stringValue': 'EXAMPLE-stringValue-Value',
                            'intValue': 150,
                            'objectValue': 'EXAMPLE-objectValue-Value',
                            'refValue': 'EXAMPLE-refValue-Value',
                            'parameterValue': 'EXAMPLE-parameterValue-Value',
                            'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                    parent_ref=oci.data_integration.models.ParentReference(
                        parent="EXAMPLE-parent-Value",
                        root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
                object_status=119,
                name="EXAMPLE-name-Value",
                description="EXAMPLE-description-Value",
                type="EXAMPLE-type-Value",
                default_value="EXAMPLE-defaultValue-Value",
                root_object_default_value="EXAMPLE-rootObjectDefaultValue-Value",
                is_input=True,
                is_output=True,
                output_aggregation_type="MAX",
                type_name="EXAMPLE-typeName-Value",
                used_for="EXAMPLE-usedFor-Value")],
        description="EXAMPLE-description-Value",
        flow_config_values=oci.data_integration.models.ConfigValues(
            config_param_values={
                'EXAMPLE_KEY_eBZkD': {
                    'stringValue': 'EXAMPLE-stringValue-Value',
                    'intValue': 86,
                    'objectValue': 'EXAMPLE-objectValue-Value',
                    'refValue': 'EXAMPLE-refValue-Value',
                    'parameterValue': 'EXAMPLE-parameterValue-Value',
                    'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
            parent_ref=oci.data_integration.models.ParentReference(
                parent="EXAMPLE-parent-Value",
                root_doc_id="ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value")),
        object_status=720),
    opc_retry_token="EXAMPLE-opcRetryToken-Value",
    opc_request_id="EVPWDRDA07MGHLRONDYA<unique_ID>")

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

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