# 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).

from datetime import datetime
import oci

# Create a default config using DEFAULT profile in default location
# Refer to
# https://docs.cloud.oracle.com/en-us/iaas/Content/API/Concepts/sdkconfig.htm#SDK_and_CLI_Configuration_File
# for more info
config = oci.config.from_file()


# Initialize service client with default config file
data_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=105,
            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=282,
                                description="EXAMPLE-description-Value",
                                port="EXAMPLE-port-Value",
                                from_link="EXAMPLE-fromLink-Value",
                                field_map=oci.data_integration.models.RuleBasedFieldMap(
                                    model_type="RULE_BASED_FIELD_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_QzbRk': {
                                                'stringValue': 'EXAMPLE-stringValue-Value',
                                                'intValue': 359,
                                                '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")),
                                    map_type="MAPBYPATTERN",
                                    from_pattern="EXAMPLE-fromPattern-Value",
                                    to_pattern="EXAMPLE-toPattern-Value",
                                    is_java_regex_syntax=False,
                                    object_status=801,
                                    from_rule_config=oci.data_integration.models.RuleTypeConfig(
                                        model_type="RULE_TYPE_CONFIGS",
                                        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"),
                                        scope="EXAMPLE-scope-Value",
                                        scope_reference=oci.data_integration.models.ScopeReference(
                                            reference_object="EXAMPLE-referenceObject-Value",
                                            reference_type="OCI_FUNCTION_INPUT_SHAPE",
                                            ref_object_name="EXAMPLE-refObjectName-Value"),
                                        is_order_by_rule=False,
                                        projection_rules=[
                                            oci.data_integration.models.RenameRule(
                                                model_type="RENAME_RULE",
                                                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"),
                                                is_java_regex_syntax=True,
                                                config_values=oci.data_integration.models.ConfigValues(
                                                    config_param_values={
                                                        'EXAMPLE_KEY_gaZEz': {
                                                            'stringValue': 'EXAMPLE-stringValue-Value',
                                                            'intValue': 961,
                                                            '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=574,
                                                description="EXAMPLE-description-Value",
                                                is_skip_remaining_rules_on_match=False,
                                                from_name="EXAMPLE-fromName-Value",
                                                to_name="EXAMPLE-toName-Value")],
                                        config_values=oci.data_integration.models.ConfigValues(
                                            config_param_values={
                                                'EXAMPLE_KEY_T9MKH': {
                                                    'stringValue': 'EXAMPLE-stringValue-Value',
                                                    'intValue': 583,
                                                    '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=340),
                                    to_rule_config=oci.data_integration.models.RuleTypeConfig(
                                        model_type="RULE_TYPE_CONFIGS",
                                        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"),
                                        scope="EXAMPLE-scope-Value",
                                        scope_reference=oci.data_integration.models.ScopeReference(
                                            reference_object="EXAMPLE-referenceObject-Value",
                                            reference_type="BOUND_ENTITY_SHAPE",
                                            ref_object_name="EXAMPLE-refObjectName-Value"),
                                        is_order_by_rule=False,
                                        projection_rules=[
                                            oci.data_integration.models.GroupedNamePatternRule(
                                                model_type="GROUPED_NAME_PATTERN_RULE",
                                                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"),
                                                is_java_regex_syntax=False,
                                                config_values=oci.data_integration.models.ConfigValues(
                                                    config_param_values={
                                                        'EXAMPLE_KEY_ramph': {
                                                            'stringValue': 'EXAMPLE-stringValue-Value',
                                                            'intValue': 200,
                                                            '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=863,
                                                description="EXAMPLE-description-Value",
                                                name="EXAMPLE-name-Value",
                                                is_skip_remaining_rules_on_match=False,
                                                scope="EXAMPLE-scope-Value",
                                                is_cascade=True,
                                                matching_strategy="NAME_ONLY",
                                                is_case_sensitive=True,
                                                rule_type="EXCLUDE",
                                                pattern="EXAMPLE-pattern-Value")],
                                        config_values=oci.data_integration.models.ConfigValues(
                                            config_param_values={
                                                'EXAMPLE_KEY_SC4QG': {
                                                    'stringValue': 'EXAMPLE-stringValue-Value',
                                                    'intValue': 276,
                                                    '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)))],
                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=688,
                                description="EXAMPLE-description-Value",
                                port="EXAMPLE-port-Value",
                                to_links=["EXAMPLE--Value"])],
                operator=oci.data_integration.models.Target(
                            model_type="TARGET_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=218,
                            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_dnFPH': {
                                                '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=290,
                                    name="EXAMPLE-name-Value",
                                    description="EXAMPLE-description-Value",
                                    port_type="MODEL",
                                    fields=[
                                        oci.data_integration.models.TypedExpression(
                                            model_type="TYPED_EXPRESSION",
                                            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_gPuWx': {
                                                        'stringValue': 'EXAMPLE-stringValue-Value',
                                                        'intValue': 210,
                                                        '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=978,
                                            name="EXAMPLE-name-Value",
                                            description="EXAMPLE-description-Value",
                                            expression="EXAMPLE-expression-Value",
                                            type="EXAMPLE-type-Value")])],
                            output_ports=[
                                oci.data_integration.models.InputProxyField(
                                    model_type="INPUT_PROXY_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_0jgoF': {
                                                'stringValue': 'EXAMPLE-stringValue-Value',
                                                'intValue': 264,
                                                '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=442,
                                    name="EXAMPLE-name-Value",
                                    description="EXAMPLE-description-Value",
                                    scope="EXAMPLE-scope-Value",
                                    type=oci.data_integration.models.ConfiguredType(
                                        model_type="CONFIGURED_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=282,
                                        description="EXAMPLE-description-Value",
                                        wrapped_type="EXAMPLE-wrappedType-Value",
                                        config_values=oci.data_integration.models.ConfigValues(
                                            config_param_values={
                                                'EXAMPLE_KEY_UW35b': {
                                                    'stringValue': 'EXAMPLE-stringValue-Value',
                                                    'intValue': 113,
                                                    '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")),
                                        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=279,
                                            config_parameter_definitions={
                                                'EXAMPLE_KEY_2cLNU': {
                                                    'parameterName': 'EXAMPLE-parameterName-Value',
                                                    'description': 'EXAMPLE-description-Value',
                                                    'defaultValue': 'EXAMPLE-defaultValue-Value',
                                                    'classFieldName': 'EXAMPLE-classFieldName-Value',
                                                    'isStatic': True,
                                                    'isClassFieldValue': True}})),
                                    labels=["EXAMPLE--Value"])],
                            object_status=705,
                            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_6vlOB': {
                                                'stringValue': 'EXAMPLE-stringValue-Value',
                                                'intValue': 544,
                                                '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=173,
                                    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=False,
                                    is_output=True,
                                    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_bxEBa': {
                                        'stringValue': 'EXAMPLE-stringValue-Value',
                                        'intValue': 473,
                                        '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.DerivedEntity(
                                model_type="DERIVED_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(
                                        "2039-06-03T12:21:39.793Z",
                                        "%Y-%m-%dT%H:%M:%S.%fZ"),
                                    time_updated=datetime.strptime(
                                        "2037-07-27T23:29:53.441Z",
                                        "%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_hgEEg': 'EXAMPLE_VALUE_GASp0GWLVA362qGCoJNw'},
                                    registry_version=834,
                                    labels=["EXAMPLE--Value"],
                                    is_favorite=False,
                                    count_statistics=oci.data_integration.models.CountStatistic(
                                        object_type_count_list=[
                                            oci.data_integration.models.CountStatisticSummary(
                                                object_type="FUNCTION_LIBRARY",
                                                object_count=948)])),
                                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_version=553,
                                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_3fumj': {
                                                'stringValue': 'EXAMPLE-stringValue-Value',
                                                'intValue': 315,
                                                '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=699,
                                    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=241,
                                        description="EXAMPLE-description-Value",
                                        key_element_type="EXAMPLE-keyElementType-Value",
                                        value_element_type="EXAMPLE-valueElementType-Value",
                                        contains_null=False)),
                                shape_id="ocid1.test.oc1..<unique_ID>EXAMPLE-shapeId-Value",
                                resource_name="EXAMPLE-resourceName-Value",
                                object_status=830,
                                identifier="EXAMPLE-identifier-Value",
                                ref_data_object=oci.data_integration.models.ReferencedDataObjectFromProcedure(
                                    model_type="PROCEDURE",
                                    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_version=454,
                                    resource_name="EXAMPLE-resourceName-Value",
                                    object_status=93,
                                    external_key="EXAMPLE-externalKey-Value",
                                    key="EXAMPLE-key-Value"),
                                mode="OUT",
                                derived_properties={
                                    'EXAMPLE_KEY_n6XBJ': 'EXAMPLE--Value'}),
                            is_read_access=True,
                            is_copy_fields=True,
                            is_predefined_shape=True,
                            is_use_same_source_name=False,
                            target_entity_name_prefix="EXAMPLE-targetEntityNamePrefix-Value",
                            target_entity_name_suffix="EXAMPLE-targetEntityNameSuffix-Value",
                            data_property="OVERWRITE",
                            schema_drift_config=oci.data_integration.models.SchemaDriftConfig(
                                extra_column_handling="NULL_FILLUP",
                                missing_column_handling="NULL_SELECT",
                                data_type_change_handling="ALLOW",
                                is_validation_warning_if_allowed=True),
                            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_3AsBZ': {
                                            'stringValue': 'EXAMPLE-stringValue-Value',
                                            'intValue': 166,
                                            '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=253,
                                name="EXAMPLE-name-Value",
                                description="EXAMPLE-description-Value",
                                type=oci.data_integration.models.DynamicType(
                                    model_type="DYNAMIC_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=174,
                                    description="EXAMPLE-description-Value",
                                    type_handler=oci.data_integration.models.RuleTypeConfig(
                                        model_type="RULE_TYPE_CONFIGS",
                                        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"),
                                        scope="EXAMPLE-scope-Value",
                                        scope_reference=oci.data_integration.models.ScopeReference(
                                            reference_object="EXAMPLE-referenceObject-Value",
                                            reference_type="DIRECT_REF",
                                            ref_object_name="EXAMPLE-refObjectName-Value"),
                                        is_order_by_rule=False,
                                        projection_rules=[
                                            oci.data_integration.models.TypedNamePatternRule(
                                                model_type="TYPED_NAME_PATTERN_RULE",
                                                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"),
                                                is_java_regex_syntax=False,
                                                config_values=oci.data_integration.models.ConfigValues(
                                                    config_param_values={
                                                        'EXAMPLE_KEY_fkrGY': {
                                                            '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")),
                                                object_status=741,
                                                description="EXAMPLE-description-Value",
                                                types=["EXAMPLE-types-Value"],
                                                is_skip_remaining_rules_on_match=False,
                                                scope="EXAMPLE-scope-Value",
                                                is_cascade=True,
                                                matching_strategy="NAME_ONLY",
                                                is_case_sensitive=False,
                                                rule_type="EXCLUDE",
                                                pattern="EXAMPLE-pattern-Value",
                                                names=["EXAMPLE--Value"])],
                                        config_values=oci.data_integration.models.ConfigValues(
                                            config_param_values={
                                                'EXAMPLE_KEY_gIons': {
                                                    '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=407),
                                    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=595,
                                        config_parameter_definitions={
                                            'EXAMPLE_KEY_odtaU': {
                                                'parameterName': 'EXAMPLE-parameterName-Value',
                                                'description': 'EXAMPLE-description-Value',
                                                'defaultValue': 'EXAMPLE-defaultValue-Value',
                                                'classFieldName': 'EXAMPLE-classFieldName-Value',
                                                'isStatic': False,
                                                'isClassFieldValue': True}}))),
                            write_operation_config=oci.data_integration.models.WriteOperationConfig(
                                model_type="WRITE_OPERATION_CONFIG",
                                metadata_config_properties={
                                    'EXAMPLE_KEY_ZH6TI': 'EXAMPLE_VALUE_Gpg9DaN9CoOZQmo0V7ZX'},
                                derived_attributes={
                                    'EXAMPLE_KEY_RJ7qw': 'EXAMPLE_VALUE_bDgbYYKzPzvTpRuNmGLT'},
                                call_attribute=oci.data_integration.models.BipCallAttribute(
                                    model_type="BIP_CALL_ATTRIBUTE",
                                    fetch_size=420,
                                    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=109,
                                        identifier="EXAMPLE-identifier-Value",
                                        external_key="EXAMPLE-externalKey-Value",
                                        asset_properties={
                                            'EXAMPLE_KEY_IBGb1': 'EXAMPLE_VALUE_c5JAsjJvzLiuJNvkY0nS'},
                                        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=401,
                                            type_mapping_to={
                                                'EXAMPLE_KEY_Rxk38': 'EXAMPLE_VALUE_0DaUm8mZ47x5fiJ1elcI'},
                                            type_mapping_from={
                                                'EXAMPLE_KEY_mqi9r': 'EXAMPLE_VALUE_lKskYPvnP1kj2vPoGcA0'},
                                            object_status=377,
                                            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=857,
                                                    description="EXAMPLE-description-Value",
                                                    dt_type="PRIMITIVE",
                                                    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=322,
                                                        config_parameter_definitions={
                                                            'EXAMPLE_KEY_e1Wx2': {
                                                                'parameterType': {
                                                                    'modelType': 'COMPOSITE_TYPE',
                                                                    'key': 'EXAMPLE-key-Value',
                                                                    'modelVersion': 'EXAMPLE-modelVersion-Value',
                                                                    'parentRef': {
                                                                        'parent': 'EXAMPLE-parent-Value',
                                                                        'rootDocId': 'ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value'},
                                                                    'name': 'EXAMPLE-name-Value',
                                                                    'objectStatus': 800,
                                                                    'description': 'EXAMPLE-description-Value',
                                                                    'elements': [
                                                                        {
                                                                            'modelType': 'INPUT_PORT',
                                                                            'key': 'EXAMPLE-key-Value',
                                                                            'modelVersion': 'EXAMPLE-modelVersion-Value',
                                                                            'parentRef': {
                                                                                'parent': 'EXAMPLE-parent-Value',
                                                                                'rootDocId': 'ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value'},
                                                                            'configValues': {
                                                                                'configParamValues': {
                                                                                    'EXAMPLE_KEY_Eed1j': {
                                                                                        'stringValue': 'EXAMPLE-stringValue-Value',
                                                                                        'intValue': 41,
                                                                                        'objectValue': 'EXAMPLE-objectValue-Value',
                                                                                        'refValue': 'EXAMPLE-refValue-Value',
                                                                                        'parameterValue': 'EXAMPLE-parameterValue-Value',
                                                                                        'rootObjectValue': 'EXAMPLE-rootObjectValue-Value'}},
                                                                                'parentRef': {
                                                                                    'parent': 'EXAMPLE-parent-Value',
                                                                                    'rootDocId': 'ocid1.test.oc1..<unique_ID>EXAMPLE-rootDocId-Value'}},
                                                                            'objectStatus': 158,
                                                                            'name': 'EXAMPLE-name-Value',
                                                                            'description': 'EXAMPLE-description-Value',
                                                                            'portType': 'MODEL'}]},
                                                                'parameterName': 'EXAMPLE-parameterName-Value',
                                                                'description': 'EXAMPLE-description-Value',
                                                                'defaultValue': 'EXAMPLE-defaultValue-Value',
                                                                'classFieldName': 'EXAMPLE-classFieldName-Value',
                                                                'isStatic': False,
                                                                'isClassFieldValue': False}}))]),
                                        object_version=147,
                                        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(
                                                "2039-08-04T19:00:42.978Z",
                                                "%Y-%m-%dT%H:%M:%S.%fZ"),
                                            time_updated=datetime.strptime(
                                                "2030-01-12T16:03:46.486Z",
                                                "%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_EliDC': 'EXAMPLE_VALUE_GezykfIS1bZRtA7ZZIAA'},
                                            registry_version=500,
                                            labels=["EXAMPLE--Value"],
                                            is_favorite=True,
                                            count_statistics=oci.data_integration.models.CountStatistic(
                                                object_type_count_list=[
                                                    oci.data_integration.models.CountStatisticSummary(
                                                        object_type="TASK",
                                                        object_count=959)])),
                                        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=695,
                                            object_status=425,
                                            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=52,
                                                external_key="EXAMPLE-externalKey-Value",
                                                is_has_containers=True,
                                                default_connection="EXAMPLE-defaultConnection-Value",
                                                object_status=848,
                                                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(
                                                        "2014-08-09T18:46:55.497Z",
                                                        "%Y-%m-%dT%H:%M:%S.%fZ"),
                                                    time_updated=datetime.strptime(
                                                        "2029-12-23T06:08:46.798Z",
                                                        "%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_pfOcQ': 'EXAMPLE_VALUE_w2I48aaZtlsyc5mXcQak'},
                                                    registry_version=803,
                                                    labels=["EXAMPLE--Value"],
                                                    is_favorite=True,
                                                    count_statistics=oci.data_integration.models.CountStatistic(
                                                        object_type_count_list=[
                                                            oci.data_integration.models.CountStatisticSummary(
                                                                object_type="CONNECTION",
                                                                object_count=454)]))),
                                            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(
                                                    "2002-06-29T23:05:07.248Z",
                                                    "%Y-%m-%dT%H:%M:%S.%fZ"),
                                                time_updated=datetime.strptime(
                                                    "2043-11-09T22:10:53.066Z",
                                                    "%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_IzLRb': 'EXAMPLE_VALUE_cRVKgmy5Csn5s8CAuF2z'},
                                                registry_version=509,
                                                labels=["EXAMPLE--Value"],
                                                is_favorite=False,
                                                count_statistics=oci.data_integration.models.CountStatistic(
                                                    object_type_count_list=[
                                                        oci.data_integration.models.CountStatisticSummary(
                                                            object_type="FUNCTION_LIBRARY",
                                                            object_count=99)])),
                                            key_map={
                                                'EXAMPLE_KEY_ecp6D': 'EXAMPLE_VALUE_2LDl3sHLQl3cVB5TSSd2'},
                                            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=312,
                                        object_status=211,
                                        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=164,
                                            external_key="EXAMPLE-externalKey-Value",
                                            is_has_containers=False,
                                            default_connection="EXAMPLE-defaultConnection-Value",
                                            object_status=359,
                                            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(
                                                    "2015-07-19T02:25:48.082Z",
                                                    "%Y-%m-%dT%H:%M:%S.%fZ"),
                                                time_updated=datetime.strptime(
                                                    "2039-04-04T06:59:47.759Z",
                                                    "%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_sihZu': 'EXAMPLE_VALUE_x5qYCWb9eMxnB8eU9R2t'},
                                                registry_version=926,
                                                labels=["EXAMPLE--Value"],
                                                is_favorite=True,
                                                count_statistics=oci.data_integration.models.CountStatistic(
                                                    object_type_count_list=[
                                                        oci.data_integration.models.CountStatisticSummary(
                                                            object_type="FUNCTION_LIBRARY",
                                                            object_count=961)]))),
                                        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(
                                                "2008-03-19T15:18:56.793Z",
                                                "%Y-%m-%dT%H:%M:%S.%fZ"),
                                            time_updated=datetime.strptime(
                                                "2021-01-28T13:52:56.843Z",
                                                "%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_marBV': 'EXAMPLE_VALUE_eBdx3O8KDrfdCc8Safhk'},
                                            registry_version=553,
                                            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=19)])),
                                        key_map={
                                            'EXAMPLE_KEY_4g69c': 'EXAMPLE_VALUE_mcAxg9frSBpuqZkSDtOG'},
                                        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=539,
                                        external_key="EXAMPLE-externalKey-Value",
                                        is_has_containers=False,
                                        default_connection="EXAMPLE-defaultConnection-Value",
                                        object_status=354,
                                        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(
                                                "2037-04-26T02:15:03.297Z",
                                                "%Y-%m-%dT%H:%M:%S.%fZ"),
                                            time_updated=datetime.strptime(
                                                "2033-02-24T06:48:39.595Z",
                                                "%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_Q5fsL': 'EXAMPLE_VALUE_TTp41ExYJhOnyyZbI7uO'},
                                            registry_version=445,
                                            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=637)])))),
                                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.Join(
                                        model_type="JOIN",
                                        condition="EXAMPLE-condition-Value",
                                        policy="LEFT_JOIN")],
                                data_format=oci.data_integration.models.DataFormat(
                                    format_attribute=oci.data_integration.models.AvroFormatAttribute(
                                        model_type="AVRO_FORMAT",
                                        is_file_pattern=False,
                                        compression="EXAMPLE-compression-Value"),
                                    type="PARQUET",
                                    compression_config=oci.data_integration.models.Compression(
                                        codec="DEFLATE")),
                                partition_config=oci.data_integration.models.KeyRangePartitionConfig(
                                    model_type="KEYRANGEPARTITIONCONFIG",
                                    partition_number=736,
                                    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_Lfeec': {
                                                        'stringValue': 'EXAMPLE-stringValue-Value',
                                                        'intValue': 930,
                                                        '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=418,
                                            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_PKlzS': {
                                                            'stringValue': 'EXAMPLE-stringValue-Value',
                                                            'intValue': 320,
                                                            '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=63,
                                                default_value_string="EXAMPLE-defaultValueString-Value",
                                                is_mandatory=True)))),
                                write_attribute=oci.data_integration.models.OracleWriteAttributes(
                                    model_type="ORACLE_WRITE_ATTRIBUTE",
                                    batch_size=864,
                                    is_truncate=False,
                                    isolation_level="EXAMPLE-isolationLevel-Value"),
                                write_mode="OVERWRITE",
                                merge_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=79,
                                            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_buWu2': {
                                                            'stringValue': 'EXAMPLE-stringValue-Value',
                                                            'intValue': 861,
                                                            '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=331,
                                                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_DWzBk': {
                                                                'stringValue': 'EXAMPLE-stringValue-Value',
                                                                'intValue': 529,
                                                                '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=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_3406l': {
                                                            'stringValue': 'EXAMPLE-stringValue-Value',
                                                            'intValue': 281,
                                                            '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=287,
                                                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_M6wS8': {
                                                                'stringValue': 'EXAMPLE-stringValue-Value',
                                                                'intValue': 398,
                                                                '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=729,
                                                    default_value_string="EXAMPLE-defaultValueString-Value",
                                                    is_mandatory=True)))],
                                    object_status=661),
                                object_status=84),
                            load_order=98),
                ui_properties=oci.data_integration.models.UIProperties(
                    coordinate_x=9513.148,
                    coordinate_y=5337.071),
                object_status=775)],
        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_JFGcQ': {
                            'stringValue': 'EXAMPLE-stringValue-Value',
                            'intValue': 79,
                            '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=935,
                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=False,
                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_DINJq': {
                    'stringValue': 'EXAMPLE-stringValue-Value',
                    'intValue': 654,
                    '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=591),
    opc_retry_token="EXAMPLE-opcRetryToken-Value",
    opc_request_id="YXTNNQMXMBF85IKR8KSR<unique_ID>")

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