Struct googapis::google::cloud::automl::v1::prediction_service_client::PredictionServiceClient

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

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::ResponseBody: Body + Send + 'static,
    T::Error: Into<StdError>,
    <T::ResponseBody as Body>::Error: Into<StdError> + Send, 

pub fn new(inner: T) -> Self

pub fn with_interceptor<F>(
    inner: T,
    interceptor: F
) -> PredictionServiceClient<InterceptedService<T, F>> where
    F: Interceptor,
    T: Service<Request<BoxBody>, Response = Response<<T as GrpcService<BoxBody>>::ResponseBody>>,
    <T as Service<Request<BoxBody>>>::Error: Into<StdError> + Send + Sync, 

pub fn send_gzip(self) -> Self

Compress requests with gzip.

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

pub fn accept_gzip(self) -> Self

Enable decompressing responses with gzip.

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

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

AutoML Vision Classification

• An image in .JPEG, .GIF or .PNG format, image_bytes up to 30MB.

AutoML Vision Object Detection

• An image in .JPEG, .GIF or .PNG format, image_bytes up to 30MB.

AutoML Natural Language Classification

• A TextSnippet up to 60,000 characters, UTF-8 encoded or a document in .PDF, .TIF or .TIFF format with size upto 2MB.

AutoML Natural Language Entity Extraction

• A TextSnippet up to 10,000 characters, UTF-8 NFC encoded or a document in .PDF, .TIF or .TIFF format with size upto 20MB.

AutoML Natural Language Sentiment Analysis

• A TextSnippet up to 60,000 characters, UTF-8 encoded or a document in .PDF, .TIF or .TIFF format with size upto 2MB.

AutoML Translation

• A TextSnippet up to 25,000 characters, UTF-8 encoded.

AutoML Tables

• A row with column values matching the columns of the model, up to 5MB. Not available for FORECASTING prediction_type.

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.v1.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.v1.BatchPredictResult] is returned in the [response][google.longrunning.Operation.response] field. Available for following ML scenarios:

• AutoML Vision Classification
• AutoML Vision Object Detection
• AutoML Video Intelligence Classification
• AutoML Video Intelligence Object Tracking * AutoML Natural Language Classification
• AutoML Natural Language Entity Extraction
• AutoML Natural Language Sentiment Analysis
• AutoML 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.