Struct google_api_proto::google::cloud::automl::v1beta1::prediction_service_client::PredictionServiceClient

pub struct PredictionServiceClient<T> { /* private fields */ }

AutoML Prediction API.

On any input that is documented to expect a string parameter in snake_case or kebab-case, either of those cases is accepted.

Implementations

impl<T> PredictionServiceClient<T>

where T: GrpcService<BoxBody>, T::Error: Into<StdError>, T::ResponseBody: Body<Data = Bytes> + Send + 'static, <T::ResponseBody as Body>::Error: Into<StdError> + Send,

pub fn new(inner: T) -> Self

pub fn with_origin(inner: T, origin: Uri) -> Self

pub fn with_interceptor<F>( inner: T, interceptor: F, ) -> PredictionServiceClient<InterceptedService<T, F>>

where F: Interceptor, T::ResponseBody: Default, T: Service<Request<BoxBody>, Response = Response<<T as GrpcService<BoxBody>>::ResponseBody>>, <T as Service<Request<BoxBody>>>::Error: Into<StdError> + Send + Sync,

pub fn send_compressed(self, encoding: CompressionEncoding) -> Self

Compress requests with the given encoding.

This requires the server to support it otherwise it might respond with an error.

pub fn accept_compressed(self, encoding: CompressionEncoding) -> Self

Enable decompressing responses.

pub fn max_decoding_message_size(self, limit: usize) -> Self

Limits the maximum size of a decoded message.

Default: 4MB

pub fn max_encoding_message_size(self, limit: usize) -> Self

Limits the maximum size of an encoded message.

Default: usize::MAX

pub async fn predict( &mut self, request: impl IntoRequest<PredictRequest>, ) -> Result<Response<PredictResponse>, Status>

Perform an online prediction. The prediction result will be directly returned in the response. Available for following ML problems, and their expected request payloads:

• Image Classification - Image in .JPEG, .GIF or .PNG format, image_bytes up to 30MB.
• Image Object Detection - Image in .JPEG, .GIF or .PNG format, image_bytes up to 30MB.
• Text Classification - TextSnippet, content up to 60,000 characters, UTF-8 encoded.
• Text Extraction - TextSnippet, content up to 30,000 characters, UTF-8 NFC encoded.
• Translation - TextSnippet, content up to 25,000 characters, UTF-8 encoded.
• Tables - Row, with column values matching the columns of the model, up to 5MB. Not available for FORECASTING

[prediction_type][google.cloud.automl.v1beta1.TablesModelMetadata.prediction_type].

• Text Sentiment - TextSnippet, content up 500 characters, UTF-8 encoded.

pub async fn batch_predict( &mut self, request: impl IntoRequest<BatchPredictRequest>, ) -> Result<Response<Operation>, Status>

Perform a batch prediction. Unlike the online [Predict][google.cloud.automl.v1beta1.PredictionService.Predict], batch prediction result won’t be immediately available in the response. Instead, a long running operation object is returned. User can poll the operation result via [GetOperation][google.longrunning.Operations.GetOperation] method. Once the operation is done, [BatchPredictResult][google.cloud.automl.v1beta1.BatchPredictResult] is returned in the [response][google.longrunning.Operation.response] field. Available for following ML problems:

• Image Classification
• Image Object Detection
• Video Classification
• Video Object Tracking * Text Extraction
• Tables

Trait Implementations

impl<T: Clone> Clone for PredictionServiceClient<T>

fn clone(&self) -> PredictionServiceClient<T>

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl<T: Debug> Debug for PredictionServiceClient<T>

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.