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DocumentProcessorServiceAsyncClient(*, credentials: google.auth.credentials.Credentials = None, transport: Union[str, google.cloud.documentai_v1beta3.services.document_processor_service.transports.base.DocumentProcessorServiceTransport] = 'grpc_asyncio', client_options: <module 'google.api_core.client_options' from '/workspace/python-documentai/.nox/docfx/lib/python3.9/site-packages/google/api_core/client_options.py'> = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)
Service to call Cloud DocumentAI to process documents according to the processor's definition. Processors are built using state-of-the-art Google AI such as natural language, computer vision, and translation to extract structured information from unstructured or semi-structured documents.
Properties
transport
Returns the transport used by the client instance.
Returns | |
---|---|
Type | Description |
DocumentProcessorServiceTransport | The transport used by the client instance. |
Methods
DocumentProcessorServiceAsyncClient
DocumentProcessorServiceAsyncClient(*, credentials: google.auth.credentials.Credentials = None, transport: Union[str, google.cloud.documentai_v1beta3.services.document_processor_service.transports.base.DocumentProcessorServiceTransport] = 'grpc_asyncio', client_options: <module 'google.api_core.client_options' from '/workspace/python-documentai/.nox/docfx/lib/python3.9/site-packages/google/api_core/client_options.py'> = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)
Instantiates the document processor service client.
Parameters | |
---|---|
Name | Description |
credentials |
Optional[google.auth.credentials.Credentials]
The authorization credentials to attach to requests. These credentials identify the application to the service; if none are specified, the client will attempt to ascertain the credentials from the environment. |
transport |
Union[str,
The transport to use. If set to None, a transport is chosen automatically. |
client_options |
ClientOptions
Custom options for the client. It won't take effect if a |
Exceptions | |
---|---|
Type | Description |
google.auth.exceptions.MutualTlsChannelError | If mutual TLS transport creation failed for any reason. |
batch_process_documents
batch_process_documents(request: Optional[google.cloud.documentai_v1beta3.types.document_processor_service.BatchProcessRequest] = None, *, name: Optional[str] = None, retry: google.api_core.retry.Retry = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())
LRO endpoint to batch process many documents. The output is written to Cloud Storage as JSON in the [Document] format.
Parameters | |
---|---|
Name | Description |
request |
BatchProcessRequest
The request object. Request message for batch process document method. |
name |
Required. The processor resource name. This corresponds to the |
retry |
google.api_core.retry.Retry
Designation of what errors, if any, should be retried. |
timeout |
float
The timeout for this request. |
metadata |
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata. |
Returns | |
---|---|
Type | Description |
google.api_core.operation_async.AsyncOperation | An object representing a long-running operation. The result type for the operation will be BatchProcessResponse Response message for batch process document method. |
common_billing_account_path
common_billing_account_path(billing_account: str)
Returns a fully-qualified billing_account string.
common_folder_path
common_folder_path(folder: str)
Returns a fully-qualified folder string.
common_location_path
common_location_path(project: str, location: str)
Returns a fully-qualified location string.
common_organization_path
common_organization_path(organization: str)
Returns a fully-qualified organization string.
common_project_path
common_project_path(project: str)
Returns a fully-qualified project string.
create_processor
create_processor(request: Optional[google.cloud.documentai_v1beta3.types.document_processor_service.CreateProcessorRequest] = None, *, parent: Optional[str] = None, processor: Optional[google.cloud.documentai_v1beta3.types.processor.Processor] = None, retry: google.api_core.retry.Retry = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())
Creates a processor from the type processor that the user chose. The processor will be at "ENABLED" state by default after its creation.
Parameters | |
---|---|
Name | Description |
request |
CreateProcessorRequest
The request object. Request message for create a processor. Notice this request is sent to a regionalized backend service, and if the processor type is not available on that region, the creation will fail. |
parent |
Required. The parent (project and location) under which to create the processor. Format: projects/{project}/locations/{location} This corresponds to the |
processor |
Processor
Required. The processor to be created, requires [processor_type] and [display_name] to be set. Also, the processor is under CMEK if CMEK fields are set. This corresponds to the |
retry |
google.api_core.retry.Retry
Designation of what errors, if any, should be retried. |
timeout |
float
The timeout for this request. |
metadata |
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata. |
Returns | |
---|---|
Type | Description |
google.cloud.documentai_v1beta3.types.Processor | The first-class citizen for DocumentAI. Each processor defines how to extract structural information from a document. |
delete_processor
delete_processor(request: Optional[google.cloud.documentai_v1beta3.types.document_processor_service.DeleteProcessorRequest] = None, *, name: Optional[str] = None, retry: google.api_core.retry.Retry = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())
Deletes the processor, unloads all deployed model artifacts if it was enabled and then deletes all artifacts associated with this processor.
Parameters | |
---|---|
Name | Description |
request |
DeleteProcessorRequest
The request object. Request message for the delete processor method. |
name |
Required. The processor resource name to be deleted. This corresponds to the |
retry |
google.api_core.retry.Retry
Designation of what errors, if any, should be retried. |
timeout |
float
The timeout for this request. |
metadata |
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata. |
Returns | |
---|---|
Type | Description |
google.api_core.operation_async.AsyncOperation | An object representing a long-running operation. The result type for the operation will be google.protobuf.empty_pb2.Empty A generic empty message that you can re-use to avoid defining duplicated empty messages in your APIs. A typical example is to use it as the request or the response type of an API method. For instance: service Foo { rpc Bar(google.protobuf.Empty) returns (google.protobuf.Empty); } The JSON representation for Empty is empty JSON object {}. |
disable_processor
disable_processor(request: Optional[google.cloud.documentai_v1beta3.types.document_processor_service.DisableProcessorRequest] = None, *, retry: google.api_core.retry.Retry = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())
Disables a processor
Parameters | |
---|---|
Name | Description |
request |
DisableProcessorRequest
The request object. Request message for the disable processor method. |
retry |
google.api_core.retry.Retry
Designation of what errors, if any, should be retried. |
timeout |
float
The timeout for this request. |
metadata |
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata. |
Returns | |
---|---|
Type | Description |
google.api_core.operation_async.AsyncOperation | An object representing a long-running operation. The result type for the operation will be DisableProcessorResponse Response message for the disable processor method. |
enable_processor
enable_processor(request: Optional[google.cloud.documentai_v1beta3.types.document_processor_service.EnableProcessorRequest] = None, *, retry: google.api_core.retry.Retry = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())
Enables a processor
Parameters | |
---|---|
Name | Description |
request |
EnableProcessorRequest
The request object. Request message for the enable processor method. |
retry |
google.api_core.retry.Retry
Designation of what errors, if any, should be retried. |
timeout |
float
The timeout for this request. |
metadata |
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata. |
Returns | |
---|---|
Type | Description |
google.api_core.operation_async.AsyncOperation | An object representing a long-running operation. The result type for the operation will be EnableProcessorResponse Response message for the enable processor method. |
fetch_processor_types
fetch_processor_types(request: Optional[google.cloud.documentai_v1beta3.types.document_processor_service.FetchProcessorTypesRequest] = None, *, parent: Optional[str] = None, retry: google.api_core.retry.Retry = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())
Fetches processor types.
Parameters | |
---|---|
Name | Description |
request |
FetchProcessorTypesRequest
The request object. Request message for fetch processor types. |
parent |
Required. The project of processor type to list. Format: projects/{project}/locations/{location} This corresponds to the |
retry |
google.api_core.retry.Retry
Designation of what errors, if any, should be retried. |
timeout |
float
The timeout for this request. |
metadata |
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata. |
Returns | |
---|---|
Type | Description |
google.cloud.documentai_v1beta3.types.FetchProcessorTypesResponse | Response message for fetch processor types. |
from_service_account_file
from_service_account_file(filename: str, *args, **kwargs)
Creates an instance of this client using the provided credentials file.
Parameter | |
---|---|
Name | Description |
filename |
str
The path to the service account private key json file. |
Returns | |
---|---|
Type | Description |
DocumentProcessorServiceAsyncClient | The constructed client. |
from_service_account_info
from_service_account_info(info: dict, *args, **kwargs)
Creates an instance of this client using the provided credentials info.
Parameter | |
---|---|
Name | Description |
info |
dict
The service account private key info. |
Returns | |
---|---|
Type | Description |
DocumentProcessorServiceAsyncClient | The constructed client. |
from_service_account_json
from_service_account_json(filename: str, *args, **kwargs)
Creates an instance of this client using the provided credentials file.
Parameter | |
---|---|
Name | Description |
filename |
str
The path to the service account private key json file. |
Returns | |
---|---|
Type | Description |
DocumentProcessorServiceAsyncClient | The constructed client. |
get_transport_class
get_transport_class()
Returns an appropriate transport class.
human_review_config_path
human_review_config_path(project: str, location: str, processor: str)
Returns a fully-qualified human_review_config string.
list_processors
list_processors(request: Optional[google.cloud.documentai_v1beta3.types.document_processor_service.ListProcessorsRequest] = None, *, parent: Optional[str] = None, retry: google.api_core.retry.Retry = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())
Lists all processors which belong to this project.
Parameters | |
---|---|
Name | Description |
request |
ListProcessorsRequest
The request object. Request message for list all processors belongs to a project. |
parent |
Required. The parent (project and location) which owns this collection of Processors. Format: projects/{project}/locations/{location} This corresponds to the |
retry |
google.api_core.retry.Retry
Designation of what errors, if any, should be retried. |
timeout |
float
The timeout for this request. |
metadata |
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata. |
Returns | |
---|---|
Type | Description |
google.cloud.documentai_v1beta3.services.document_processor_service.pagers.ListProcessorsAsyncPager | Response message for list processors. Iterating over this object will yield results and resolve additional pages automatically. |
parse_common_billing_account_path
parse_common_billing_account_path(path: str)
Parse a billing_account path into its component segments.
parse_common_folder_path
parse_common_folder_path(path: str)
Parse a folder path into its component segments.
parse_common_location_path
parse_common_location_path(path: str)
Parse a location path into its component segments.
parse_common_organization_path
parse_common_organization_path(path: str)
Parse a organization path into its component segments.
parse_common_project_path
parse_common_project_path(path: str)
Parse a project path into its component segments.
parse_human_review_config_path
parse_human_review_config_path(path: str)
Parses a human_review_config path into its component segments.
parse_processor_path
parse_processor_path(path: str)
Parses a processor path into its component segments.
parse_processor_type_path
parse_processor_type_path(path: str)
Parses a processor_type path into its component segments.
process_document
process_document(request: Optional[google.cloud.documentai_v1beta3.types.document_processor_service.ProcessRequest] = None, *, name: Optional[str] = None, retry: google.api_core.retry.Retry = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())
Processes a single document.
Parameters | |
---|---|
Name | Description |
request |
ProcessRequest
The request object. Request message for the process document method. |
name |
Required. The processor resource name. This corresponds to the |
retry |
google.api_core.retry.Retry
Designation of what errors, if any, should be retried. |
timeout |
float
The timeout for this request. |
metadata |
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata. |
Returns | |
---|---|
Type | Description |
google.cloud.documentai_v1beta3.types.ProcessResponse | Response message for the process document method. |
processor_path
processor_path(project: str, location: str, processor: str)
Returns a fully-qualified processor string.
processor_type_path
processor_type_path(project: str, location: str, processor_type: str)
Returns a fully-qualified processor_type string.
review_document
review_document(request: Optional[google.cloud.documentai_v1beta3.types.document_processor_service.ReviewDocumentRequest] = None, *, human_review_config: Optional[str] = None, retry: google.api_core.retry.Retry = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())
Send a document for Human Review. The input document should be processed by the specified processor.
Parameters | |
---|---|
Name | Description |
request |
ReviewDocumentRequest
The request object. Request message for review document method. Next Id: 6. |
human_review_config |
Required. The resource name of the HumanReviewConfig that the document will be reviewed with. This corresponds to the |
retry |
google.api_core.retry.Retry
Designation of what errors, if any, should be retried. |
timeout |
float
The timeout for this request. |
metadata |
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata. |
Returns | |
---|---|
Type | Description |
google.api_core.operation_async.AsyncOperation | An object representing a long-running operation. The result type for the operation will be ReviewDocumentResponse Response message for review document method. |