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Package vision is an auto-generated package for the Cloud Vision API.
Integrates Google Vision features, including image labeling, face, logo, and landmark detection, optical character recognition (OCR), and detection of explicit content, into applications.
Use of Context
The ctx passed to NewClient is used for authentication requests and for creating the underlying connection, but is not used for subsequent calls. Individual methods on the client use the ctx given to them.
To close the open connection, use the Close() method.
For information about setting deadlines, reusing contexts, and more please visit https://pkg.go.dev/cloud.google.com/go.
Functions
func DefaultAuthScopes
func DefaultAuthScopes() []stringDefaultAuthScopes reports the default set of authentication scopes to use with this package.
func NewImageFromReader
NewImageFromReader reads the bytes of an image from r.
func NewImageFromURI
func NewImageFromURI(uri string) *pb.ImageNewImageFromURI returns an image that refers to an object in Google Cloud Storage (when the uri is of the form "gs://BUCKET/OBJECT") or at a public URL.
AsyncBatchAnnotateFilesOperation
type AsyncBatchAnnotateFilesOperation struct {
// contains filtered or unexported fields
}AsyncBatchAnnotateFilesOperation manages a long-running operation from AsyncBatchAnnotateFiles.
func (*AsyncBatchAnnotateFilesOperation) Done
func (op *AsyncBatchAnnotateFilesOperation) Done() boolDone reports whether the long-running operation has completed.
func (*AsyncBatchAnnotateFilesOperation) Metadata
func (op *AsyncBatchAnnotateFilesOperation) Metadata() (*visionpb.OperationMetadata, error)Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.
func (*AsyncBatchAnnotateFilesOperation) Name
func (op *AsyncBatchAnnotateFilesOperation) Name() stringName returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.
func (*AsyncBatchAnnotateFilesOperation) Poll
func (op *AsyncBatchAnnotateFilesOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*visionpb.AsyncBatchAnnotateFilesResponse, error)Poll fetches the latest state of the long-running operation.
Poll also fetches the latest metadata, which can be retrieved by Metadata.
If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.
func (*AsyncBatchAnnotateFilesOperation) Wait
func (op *AsyncBatchAnnotateFilesOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*visionpb.AsyncBatchAnnotateFilesResponse, error)Wait blocks until the long-running operation is completed, returning the response and any errors encountered.
See documentation of Poll for error-handling information.
AsyncBatchAnnotateImagesOperation
type AsyncBatchAnnotateImagesOperation struct {
// contains filtered or unexported fields
}AsyncBatchAnnotateImagesOperation manages a long-running operation from AsyncBatchAnnotateImages.
func (*AsyncBatchAnnotateImagesOperation) Done
func (op *AsyncBatchAnnotateImagesOperation) Done() boolDone reports whether the long-running operation has completed.
func (*AsyncBatchAnnotateImagesOperation) Metadata
func (op *AsyncBatchAnnotateImagesOperation) Metadata() (*visionpb.OperationMetadata, error)Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.
func (*AsyncBatchAnnotateImagesOperation) Name
func (op *AsyncBatchAnnotateImagesOperation) Name() stringName returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.
func (*AsyncBatchAnnotateImagesOperation) Poll
func (op *AsyncBatchAnnotateImagesOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*visionpb.AsyncBatchAnnotateImagesResponse, error)Poll fetches the latest state of the long-running operation.
Poll also fetches the latest metadata, which can be retrieved by Metadata.
If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.
func (*AsyncBatchAnnotateImagesOperation) Wait
func (op *AsyncBatchAnnotateImagesOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*visionpb.AsyncBatchAnnotateImagesResponse, error)Wait blocks until the long-running operation is completed, returning the response and any errors encountered.
See documentation of Poll for error-handling information.
Chin
Chin represents a face's chin.
Ears
Ears represents a face's ears.
Eye
Eye represents a face's eye.
Eyebrow
Eyebrow represents a face's eyebrow.
Eyebrows
type Eyebrows struct {
Left, Right Eyebrow
}Eyebrows represents a face's eyebrows.
Eyes
type Eyes struct {
Left, Right Eye
}Eyes represents a face's eyes.
FaceLandmarks
type FaceLandmarks struct {
Eyebrows Eyebrows
Eyes Eyes
Ears Ears
Nose Nose
Mouth Mouth
Chin Chin
Forehead *pb.Position
}FaceLandmarks contains the positions of facial features detected by the service.
func FaceFromLandmarks
func FaceFromLandmarks(landmarks []*pb.FaceAnnotation_Landmark) *FaceLandmarksFaceFromLandmarks converts the list of face landmarks returned by the service to a FaceLandmarks struct.
ImageAnnotatorCallOptions
type ImageAnnotatorCallOptions struct {
BatchAnnotateImages []gax.CallOption
BatchAnnotateFiles []gax.CallOption
AsyncBatchAnnotateImages []gax.CallOption
AsyncBatchAnnotateFiles []gax.CallOption
}ImageAnnotatorCallOptions contains the retry settings for each method of ImageAnnotatorClient.
ImageAnnotatorClient
type ImageAnnotatorClient struct {
// The call options for this service.
CallOptions *ImageAnnotatorCallOptions
// LROClient is used internally to handle long-running operations.
// It is exposed so that its CallOptions can be modified if required.
// Users should not Close this client.
LROClient *lroauto.OperationsClient
// contains filtered or unexported fields
}ImageAnnotatorClient is a client for interacting with Cloud Vision API. Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.
Service that performs Google Cloud Vision API detection tasks over client images, such as face, landmark, logo, label, and text detection. The ImageAnnotator service returns detected entities from the images.
func NewImageAnnotatorClient
func NewImageAnnotatorClient(ctx context.Context, opts ...option.ClientOption) (*ImageAnnotatorClient, error)NewImageAnnotatorClient creates a new image annotator client based on gRPC. The returned client must be Closed when it is done being used to clean up its underlying connections.
Service that performs Google Cloud Vision API detection tasks over client images, such as face, landmark, logo, label, and text detection. The ImageAnnotator service returns detected entities from the images.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
)
func main() {
ctx := context.Background()
c, err := vision.NewImageAnnotatorClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
// TODO: Use client.
_ = c
}
func (*ImageAnnotatorClient) AnnotateImage
func (c *ImageAnnotatorClient) AnnotateImage(ctx context.Context, req *pb.AnnotateImageRequest, opts ...gax.CallOption) (*pb.AnnotateImageResponse, error)AnnotateImage runs image detection and annotation for a single image.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
pb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewImageAnnotatorClient(ctx)
if err != nil {
// TODO: Handle error.
}
res, err := c.AnnotateImage(ctx, &pb.AnnotateImageRequest{
Image: vision.NewImageFromURI("gs://my-bucket/my-image.png"),
Features: []*pb.Feature{
{Type: pb.Feature_LANDMARK_DETECTION, MaxResults: 5},
{Type: pb.Feature_LABEL_DETECTION, MaxResults: 3},
},
})
if err != nil {
// TODO: Handle error.
}
// TODO: Use res.
_ = res
}
func (*ImageAnnotatorClient) AsyncBatchAnnotateFiles
func (c *ImageAnnotatorClient) AsyncBatchAnnotateFiles(ctx context.Context, req *visionpb.AsyncBatchAnnotateFilesRequest, opts ...gax.CallOption) (*AsyncBatchAnnotateFilesOperation, error)AsyncBatchAnnotateFiles run asynchronous image detection and annotation for a list of generic files, such as PDF files, which may contain multiple pages and multiple images per page. Progress and results can be retrieved through the google.longrunning.Operations interface. Operation.metadata contains OperationMetadata (metadata). Operation.response contains AsyncBatchAnnotateFilesResponse (results).
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewImageAnnotatorClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.AsyncBatchAnnotateFilesRequest{
// TODO: Fill request struct fields.
}
op, err := c.AsyncBatchAnnotateFiles(ctx, req)
if err != nil {
// TODO: Handle error.
}
resp, err := op.Wait(ctx)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*ImageAnnotatorClient) AsyncBatchAnnotateFilesOperation
func (c *ImageAnnotatorClient) AsyncBatchAnnotateFilesOperation(name string) *AsyncBatchAnnotateFilesOperationAsyncBatchAnnotateFilesOperation returns a new AsyncBatchAnnotateFilesOperation from a given name. The name must be that of a previously created AsyncBatchAnnotateFilesOperation, possibly from a different process.
func (*ImageAnnotatorClient) AsyncBatchAnnotateImages
func (c *ImageAnnotatorClient) AsyncBatchAnnotateImages(ctx context.Context, req *visionpb.AsyncBatchAnnotateImagesRequest, opts ...gax.CallOption) (*AsyncBatchAnnotateImagesOperation, error)AsyncBatchAnnotateImages run asynchronous image detection and annotation for a list of images.
Progress and results can be retrieved through the google.longrunning.Operations interface. Operation.metadata contains OperationMetadata (metadata). Operation.response contains AsyncBatchAnnotateImagesResponse (results).
This service will write image annotation outputs to json files in customer GCS bucket, each json file containing BatchAnnotateImagesResponse proto.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewImageAnnotatorClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.AsyncBatchAnnotateImagesRequest{
// TODO: Fill request struct fields.
}
op, err := c.AsyncBatchAnnotateImages(ctx, req)
if err != nil {
// TODO: Handle error.
}
resp, err := op.Wait(ctx)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*ImageAnnotatorClient) AsyncBatchAnnotateImagesOperation
func (c *ImageAnnotatorClient) AsyncBatchAnnotateImagesOperation(name string) *AsyncBatchAnnotateImagesOperationAsyncBatchAnnotateImagesOperation returns a new AsyncBatchAnnotateImagesOperation from a given name. The name must be that of a previously created AsyncBatchAnnotateImagesOperation, possibly from a different process.
func (*ImageAnnotatorClient) BatchAnnotateFiles
func (c *ImageAnnotatorClient) BatchAnnotateFiles(ctx context.Context, req *visionpb.BatchAnnotateFilesRequest, opts ...gax.CallOption) (*visionpb.BatchAnnotateFilesResponse, error)BatchAnnotateFiles service that performs image detection and annotation for a batch of files. Now only “application/pdf”, “image/tiff” and “image/gif” are supported.
This service will extract at most 5 (customers can specify which 5 in AnnotateFileRequest.pages) frames (gif) or pages (pdf or tiff) from each file provided and perform detection and annotation for each image extracted.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewImageAnnotatorClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.BatchAnnotateFilesRequest{
// TODO: Fill request struct fields.
}
resp, err := c.BatchAnnotateFiles(ctx, req)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*ImageAnnotatorClient) BatchAnnotateImages
func (c *ImageAnnotatorClient) BatchAnnotateImages(ctx context.Context, req *visionpb.BatchAnnotateImagesRequest, opts ...gax.CallOption) (*visionpb.BatchAnnotateImagesResponse, error)BatchAnnotateImages run image detection and annotation for a batch of images.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewImageAnnotatorClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.BatchAnnotateImagesRequest{
// TODO: Fill request struct fields.
}
resp, err := c.BatchAnnotateImages(ctx, req)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*ImageAnnotatorClient) Close
func (c *ImageAnnotatorClient) Close() errorClose closes the connection to the API service. The user should invoke this when the client is no longer required.
func (*ImageAnnotatorClient) Connection
func (c *ImageAnnotatorClient) Connection() *grpc.ClientConnConnection returns a connection to the API service.
Deprecated.
func (*ImageAnnotatorClient) CropHints
func (c *ImageAnnotatorClient) CropHints(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, opts ...gax.CallOption) (*pb.CropHintsAnnotation, error)CropHints computes crop hints for the image.
func (*ImageAnnotatorClient) DetectDocumentText
func (c *ImageAnnotatorClient) DetectDocumentText(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, opts ...gax.CallOption) (*pb.TextAnnotation, error)DetectDocumentText performs full text (OCR) detection on the image.
func (*ImageAnnotatorClient) DetectFaces
func (c *ImageAnnotatorClient) DetectFaces(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, maxResults int, opts ...gax.CallOption) ([]*pb.FaceAnnotation, error)DetectFaces performs face detection on the image. At most maxResults results are returned.
func (*ImageAnnotatorClient) DetectImageProperties
func (c *ImageAnnotatorClient) DetectImageProperties(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, opts ...gax.CallOption) (*pb.ImageProperties, error)DetectImageProperties computes properties of the image.
func (*ImageAnnotatorClient) DetectLabels
func (c *ImageAnnotatorClient) DetectLabels(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, maxResults int, opts ...gax.CallOption) ([]*pb.EntityAnnotation, error)DetectLabels performs label detection on the image. At most maxResults results are returned.
func (*ImageAnnotatorClient) DetectLandmarks
func (c *ImageAnnotatorClient) DetectLandmarks(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, maxResults int, opts ...gax.CallOption) ([]*pb.EntityAnnotation, error)DetectLandmarks performs landmark detection on the image. At most maxResults results are returned.
func (*ImageAnnotatorClient) DetectLogos
func (c *ImageAnnotatorClient) DetectLogos(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, maxResults int, opts ...gax.CallOption) ([]*pb.EntityAnnotation, error)DetectLogos performs logo detection on the image. At most maxResults results are returned.
func (*ImageAnnotatorClient) DetectSafeSearch
func (c *ImageAnnotatorClient) DetectSafeSearch(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, opts ...gax.CallOption) (*pb.SafeSearchAnnotation, error)DetectSafeSearch performs safe-search detection on the image.
func (*ImageAnnotatorClient) DetectTexts
func (c *ImageAnnotatorClient) DetectTexts(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, maxResults int, opts ...gax.CallOption) ([]*pb.EntityAnnotation, error)DetectTexts performs text detection on the image. At most maxResults results are returned.
func (*ImageAnnotatorClient) DetectWeb
func (c *ImageAnnotatorClient) DetectWeb(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, opts ...gax.CallOption) (*pb.WebDetection, error)DetectWeb computes a web annotation on the image.
func (*ImageAnnotatorClient) LocalizeObjects
func (c *ImageAnnotatorClient) LocalizeObjects(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, opts ...gax.CallOption) ([]*pb.LocalizedObjectAnnotation, error)LocalizeObject runs the localizer for object detection.
func (*ImageAnnotatorClient) ProductSearch
func (c *ImageAnnotatorClient) ProductSearch(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, opts ...gax.CallOption) (*pb.ProductSearchResults, error)ProductSearch searches the image for products.
ImportProductSetsOperation
type ImportProductSetsOperation struct {
// contains filtered or unexported fields
}ImportProductSetsOperation manages a long-running operation from ImportProductSets.
func (*ImportProductSetsOperation) Done
func (op *ImportProductSetsOperation) Done() boolDone reports whether the long-running operation has completed.
func (*ImportProductSetsOperation) Metadata
func (op *ImportProductSetsOperation) Metadata() (*visionpb.BatchOperationMetadata, error)Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.
func (*ImportProductSetsOperation) Name
func (op *ImportProductSetsOperation) Name() stringName returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.
func (*ImportProductSetsOperation) Poll
func (op *ImportProductSetsOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*visionpb.ImportProductSetsResponse, error)Poll fetches the latest state of the long-running operation.
Poll also fetches the latest metadata, which can be retrieved by Metadata.
If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.
func (*ImportProductSetsOperation) Wait
func (op *ImportProductSetsOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*visionpb.ImportProductSetsResponse, error)Wait blocks until the long-running operation is completed, returning the response and any errors encountered.
See documentation of Poll for error-handling information.
Mouth
Mouth represents a face's mouth.
Nose
Nose represents a face's nose.
ProductIterator
type ProductIterator struct {
// Response is the raw response for the current page.
// It must be cast to the RPC response type.
// Calling Next() or InternalFetch() updates this value.
Response interface{}
// InternalFetch is for use by the Google Cloud Libraries only.
// It is not part of the stable interface of this package.
//
// InternalFetch returns results from a single call to the underlying RPC.
// The number of results is no greater than pageSize.
// If there are no more results, nextPageToken is empty and err is nil.
InternalFetch func(pageSize int, pageToken string) (results []*visionpb.Product, nextPageToken string, err error)
// contains filtered or unexported fields
}ProductIterator manages a stream of *visionpb.Product.
func (*ProductIterator) Next
func (it *ProductIterator) Next() (*visionpb.Product, error)Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.
func (*ProductIterator) PageInfo
func (it *ProductIterator) PageInfo() *iterator.PageInfoPageInfo supports pagination. See the google.golang.org/api/iterator package for details.
ProductSearchCallOptions
type ProductSearchCallOptions struct {
CreateProductSet []gax.CallOption
ListProductSets []gax.CallOption
GetProductSet []gax.CallOption
UpdateProductSet []gax.CallOption
DeleteProductSet []gax.CallOption
CreateProduct []gax.CallOption
ListProducts []gax.CallOption
GetProduct []gax.CallOption
UpdateProduct []gax.CallOption
DeleteProduct []gax.CallOption
CreateReferenceImage []gax.CallOption
DeleteReferenceImage []gax.CallOption
ListReferenceImages []gax.CallOption
GetReferenceImage []gax.CallOption
AddProductToProductSet []gax.CallOption
RemoveProductFromProductSet []gax.CallOption
ListProductsInProductSet []gax.CallOption
ImportProductSets []gax.CallOption
PurgeProducts []gax.CallOption
}ProductSearchCallOptions contains the retry settings for each method of ProductSearchClient.
ProductSearchClient
type ProductSearchClient struct {
// The call options for this service.
CallOptions *ProductSearchCallOptions
// LROClient is used internally to handle long-running operations.
// It is exposed so that its CallOptions can be modified if required.
// Users should not Close this client.
LROClient *lroauto.OperationsClient
// contains filtered or unexported fields
}ProductSearchClient is a client for interacting with Cloud Vision API. Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.
Manages Products and ProductSets of reference images for use in product search. It uses the following resource model:
The API has a collection of ProductSet resources, named projects//locations//productSets/*, which acts as a way to put different products into groups to limit identification.
In parallel,
The API has a collection of Product resources, named projects//locations//products/*
Each Product has a collection of ReferenceImage resources, named projects//locations//products//referenceImages/
func NewProductSearchClient
func NewProductSearchClient(ctx context.Context, opts ...option.ClientOption) (*ProductSearchClient, error)NewProductSearchClient creates a new product search client based on gRPC. The returned client must be Closed when it is done being used to clean up its underlying connections.
Manages Products and ProductSets of reference images for use in product search. It uses the following resource model:
The API has a collection of ProductSet resources, named projects//locations//productSets/*, which acts as a way to put different products into groups to limit identification.
In parallel,
The API has a collection of Product resources, named projects//locations//products/*
Each Product has a collection of ReferenceImage resources, named projects//locations//products//referenceImages/
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
// TODO: Use client.
_ = c
}
func (*ProductSearchClient) AddProductToProductSet
func (c *ProductSearchClient) AddProductToProductSet(ctx context.Context, req *visionpb.AddProductToProductSetRequest, opts ...gax.CallOption) errorAddProductToProductSet adds a Product to the specified ProductSet. If the Product is already present, no change is made.
One Product can be added to at most 100 ProductSets.
Possible errors:
Returns NOT_FOUND if the Product or the ProductSet doesn’t exist.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.AddProductToProductSetRequest{
// TODO: Fill request struct fields.
}
err = c.AddProductToProductSet(ctx, req)
if err != nil {
// TODO: Handle error.
}
}
func (*ProductSearchClient) Close
func (c *ProductSearchClient) Close() errorClose closes the connection to the API service. The user should invoke this when the client is no longer required.
func (*ProductSearchClient) Connection
func (c *ProductSearchClient) Connection() *grpc.ClientConnConnection returns a connection to the API service.
Deprecated.
func (*ProductSearchClient) CreateProduct
func (c *ProductSearchClient) CreateProduct(ctx context.Context, req *visionpb.CreateProductRequest, opts ...gax.CallOption) (*visionpb.Product, error)CreateProduct creates and returns a new product resource.
Possible errors:
Returns INVALID_ARGUMENT if display_name is missing or longer than 4096 characters.
Returns INVALID_ARGUMENT if description is longer than 4096 characters.
Returns INVALID_ARGUMENT if product_category is missing or invalid.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.CreateProductRequest{
// TODO: Fill request struct fields.
}
resp, err := c.CreateProduct(ctx, req)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*ProductSearchClient) CreateProductSet
func (c *ProductSearchClient) CreateProductSet(ctx context.Context, req *visionpb.CreateProductSetRequest, opts ...gax.CallOption) (*visionpb.ProductSet, error)CreateProductSet creates and returns a new ProductSet resource.
Possible errors:
Returns INVALID_ARGUMENT if display_name is missing, or is longer than 4096 characters.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.CreateProductSetRequest{
// TODO: Fill request struct fields.
}
resp, err := c.CreateProductSet(ctx, req)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*ProductSearchClient) CreateReferenceImage
func (c *ProductSearchClient) CreateReferenceImage(ctx context.Context, req *visionpb.CreateReferenceImageRequest, opts ...gax.CallOption) (*visionpb.ReferenceImage, error)CreateReferenceImage creates and returns a new ReferenceImage resource.
The bounding_poly field is optional. If bounding_poly is not specified, the system will try to detect regions of interest in the image that are compatible with the product_category on the parent product. If it is specified, detection is ALWAYS skipped. The system converts polygons into non-rotated rectangles.
Note that the pipeline will resize the image if the image resolution is too large to process (above 50MP).
Possible errors:
Returns INVALID_ARGUMENT if the image_uri is missing or longer than 4096 characters.
Returns INVALID_ARGUMENT if the product does not exist.
Returns INVALID_ARGUMENT if bounding_poly is not provided, and nothing compatible with the parent product’s product_category is detected.
Returns INVALID_ARGUMENT if bounding_poly contains more than 10 polygons.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.CreateReferenceImageRequest{
// TODO: Fill request struct fields.
}
resp, err := c.CreateReferenceImage(ctx, req)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*ProductSearchClient) DeleteProduct
func (c *ProductSearchClient) DeleteProduct(ctx context.Context, req *visionpb.DeleteProductRequest, opts ...gax.CallOption) errorDeleteProduct permanently deletes a product and its reference images.
Metadata of the product and all its images will be deleted right away, but search queries against ProductSets containing the product may still work until all related caches are refreshed.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.DeleteProductRequest{
// TODO: Fill request struct fields.
}
err = c.DeleteProduct(ctx, req)
if err != nil {
// TODO: Handle error.
}
}
func (*ProductSearchClient) DeleteProductSet
func (c *ProductSearchClient) DeleteProductSet(ctx context.Context, req *visionpb.DeleteProductSetRequest, opts ...gax.CallOption) errorDeleteProductSet permanently deletes a ProductSet. Products and ReferenceImages in the ProductSet are not deleted.
The actual image files are not deleted from Google Cloud Storage.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.DeleteProductSetRequest{
// TODO: Fill request struct fields.
}
err = c.DeleteProductSet(ctx, req)
if err != nil {
// TODO: Handle error.
}
}
func (*ProductSearchClient) DeleteReferenceImage
func (c *ProductSearchClient) DeleteReferenceImage(ctx context.Context, req *visionpb.DeleteReferenceImageRequest, opts ...gax.CallOption) errorDeleteReferenceImage permanently deletes a reference image.
The image metadata will be deleted right away, but search queries against ProductSets containing the image may still work until all related caches are refreshed.
The actual image files are not deleted from Google Cloud Storage.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.DeleteReferenceImageRequest{
// TODO: Fill request struct fields.
}
err = c.DeleteReferenceImage(ctx, req)
if err != nil {
// TODO: Handle error.
}
}
func (*ProductSearchClient) GetProduct
func (c *ProductSearchClient) GetProduct(ctx context.Context, req *visionpb.GetProductRequest, opts ...gax.CallOption) (*visionpb.Product, error)GetProduct gets information associated with a Product.
Possible errors:
Returns NOT_FOUND if the Product does not exist.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.GetProductRequest{
// TODO: Fill request struct fields.
}
resp, err := c.GetProduct(ctx, req)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*ProductSearchClient) GetProductSet
func (c *ProductSearchClient) GetProductSet(ctx context.Context, req *visionpb.GetProductSetRequest, opts ...gax.CallOption) (*visionpb.ProductSet, error)GetProductSet gets information associated with a ProductSet.
Possible errors:
Returns NOT_FOUND if the ProductSet does not exist.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.GetProductSetRequest{
// TODO: Fill request struct fields.
}
resp, err := c.GetProductSet(ctx, req)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*ProductSearchClient) GetReferenceImage
func (c *ProductSearchClient) GetReferenceImage(ctx context.Context, req *visionpb.GetReferenceImageRequest, opts ...gax.CallOption) (*visionpb.ReferenceImage, error)GetReferenceImage gets information associated with a ReferenceImage.
Possible errors:
Returns NOT_FOUND if the specified image does not exist.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.GetReferenceImageRequest{
// TODO: Fill request struct fields.
}
resp, err := c.GetReferenceImage(ctx, req)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*ProductSearchClient) ImportProductSets
func (c *ProductSearchClient) ImportProductSets(ctx context.Context, req *visionpb.ImportProductSetsRequest, opts ...gax.CallOption) (*ImportProductSetsOperation, error)ImportProductSets asynchronous API that imports a list of reference images to specified product sets based on a list of image information.
The google.longrunning.Operation API can be used to keep track of the progress and results of the request. Operation.metadata contains BatchOperationMetadata. (progress) Operation.response contains ImportProductSetsResponse. (results)
The input source of this method is a csv file on Google Cloud Storage. For the format of the csv file please see ImportProductSetsGcsSource.csv_file_uri.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.ImportProductSetsRequest{
// TODO: Fill request struct fields.
}
op, err := c.ImportProductSets(ctx, req)
if err != nil {
// TODO: Handle error.
}
resp, err := op.Wait(ctx)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*ProductSearchClient) ImportProductSetsOperation
func (c *ProductSearchClient) ImportProductSetsOperation(name string) *ImportProductSetsOperationImportProductSetsOperation returns a new ImportProductSetsOperation from a given name. The name must be that of a previously created ImportProductSetsOperation, possibly from a different process.
func (*ProductSearchClient) ListProductSets
func (c *ProductSearchClient) ListProductSets(ctx context.Context, req *visionpb.ListProductSetsRequest, opts ...gax.CallOption) *ProductSetIteratorListProductSets lists ProductSets in an unspecified order.
Possible errors:
Returns INVALID_ARGUMENT if page_size is greater than 100, or less than 1.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
"google.golang.org/api/iterator"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.ListProductSetsRequest{
// TODO: Fill request struct fields.
}
it := c.ListProductSets(ctx, req)
for {
resp, err := it.Next()
if err == iterator.Done {
break
}
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
}
func (*ProductSearchClient) ListProducts
func (c *ProductSearchClient) ListProducts(ctx context.Context, req *visionpb.ListProductsRequest, opts ...gax.CallOption) *ProductIteratorListProducts lists products in an unspecified order.
Possible errors:
Returns INVALID_ARGUMENT if page_size is greater than 100 or less than 1.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
"google.golang.org/api/iterator"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.ListProductsRequest{
// TODO: Fill request struct fields.
}
it := c.ListProducts(ctx, req)
for {
resp, err := it.Next()
if err == iterator.Done {
break
}
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
}
func (*ProductSearchClient) ListProductsInProductSet
func (c *ProductSearchClient) ListProductsInProductSet(ctx context.Context, req *visionpb.ListProductsInProductSetRequest, opts ...gax.CallOption) *ProductIteratorListProductsInProductSet lists the Products in a ProductSet, in an unspecified order. If the ProductSet does not exist, the products field of the response will be empty.
Possible errors:
Returns INVALID_ARGUMENT if page_size is greater than 100 or less than 1.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
"google.golang.org/api/iterator"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.ListProductsInProductSetRequest{
// TODO: Fill request struct fields.
}
it := c.ListProductsInProductSet(ctx, req)
for {
resp, err := it.Next()
if err == iterator.Done {
break
}
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
}
func (*ProductSearchClient) ListReferenceImages
func (c *ProductSearchClient) ListReferenceImages(ctx context.Context, req *visionpb.ListReferenceImagesRequest, opts ...gax.CallOption) *ReferenceImageIteratorListReferenceImages lists reference images.
Possible errors:
Returns NOT_FOUND if the parent product does not exist.
Returns INVALID_ARGUMENT if the page_size is greater than 100, or less than 1.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
"google.golang.org/api/iterator"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.ListReferenceImagesRequest{
// TODO: Fill request struct fields.
}
it := c.ListReferenceImages(ctx, req)
for {
resp, err := it.Next()
if err == iterator.Done {
break
}
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
}
func (*ProductSearchClient) PurgeProducts
func (c *ProductSearchClient) PurgeProducts(ctx context.Context, req *visionpb.PurgeProductsRequest, opts ...gax.CallOption) (*PurgeProductsOperation, error)PurgeProducts asynchronous API to delete all Products in a ProductSet or all Products that are in no ProductSet.
If a Product is a member of the specified ProductSet in addition to other ProductSets, the Product will still be deleted.
It is recommended to not delete the specified ProductSet until after this operation has completed. It is also recommended to not add any of the Products involved in the batch delete to a new ProductSet while this operation is running because those Products may still end up deleted.
It’s not possible to undo the PurgeProducts operation. Therefore, it is recommended to keep the csv files used in ImportProductSets (if that was how you originally built the Product Set) before starting PurgeProducts, in case you need to re-import the data after deletion.
If the plan is to purge all of the Products from a ProductSet and then re-use the empty ProductSet to re-import new Products into the empty ProductSet, you must wait until the PurgeProducts operation has finished for that ProductSet.
The google.longrunning.Operation API can be used to keep track of the progress and results of the request. Operation.metadata contains BatchOperationMetadata. (progress)
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.PurgeProductsRequest{
// TODO: Fill request struct fields.
}
op, err := c.PurgeProducts(ctx, req)
if err != nil {
// TODO: Handle error.
}
err = op.Wait(ctx)
if err != nil {
// TODO: Handle error.
}
}
func (*ProductSearchClient) PurgeProductsOperation
func (c *ProductSearchClient) PurgeProductsOperation(name string) *PurgeProductsOperationPurgeProductsOperation returns a new PurgeProductsOperation from a given name. The name must be that of a previously created PurgeProductsOperation, possibly from a different process.
func (*ProductSearchClient) RemoveProductFromProductSet
func (c *ProductSearchClient) RemoveProductFromProductSet(ctx context.Context, req *visionpb.RemoveProductFromProductSetRequest, opts ...gax.CallOption) errorRemoveProductFromProductSet removes a Product from the specified ProductSet.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.RemoveProductFromProductSetRequest{
// TODO: Fill request struct fields.
}
err = c.RemoveProductFromProductSet(ctx, req)
if err != nil {
// TODO: Handle error.
}
}
func (*ProductSearchClient) UpdateProduct
func (c *ProductSearchClient) UpdateProduct(ctx context.Context, req *visionpb.UpdateProductRequest, opts ...gax.CallOption) (*visionpb.Product, error)UpdateProduct makes changes to a Product resource. Only the display_name, description, and labels fields can be updated right now.
If labels are updated, the change will not be reflected in queries until the next index time.
Possible errors:
Returns NOT_FOUND if the Product does not exist.
Returns INVALID_ARGUMENT if display_name is present in update_mask but is missing from the request or longer than 4096 characters.
Returns INVALID_ARGUMENT if description is present in update_mask but is longer than 4096 characters.
Returns INVALID_ARGUMENT if product_category is present in update_mask.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.UpdateProductRequest{
// TODO: Fill request struct fields.
}
resp, err := c.UpdateProduct(ctx, req)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
func (*ProductSearchClient) UpdateProductSet
func (c *ProductSearchClient) UpdateProductSet(ctx context.Context, req *visionpb.UpdateProductSetRequest, opts ...gax.CallOption) (*visionpb.ProductSet, error)UpdateProductSet makes changes to a ProductSet resource. Only display_name can be updated currently.
Possible errors:
Returns NOT_FOUND if the ProductSet does not exist.
Returns INVALID_ARGUMENT if display_name is present in update_mask but missing from the request or longer than 4096 characters.
Example
package main
import (
"context"
vision "cloud.google.com/go/vision/apiv1"
visionpb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)
func main() {
ctx := context.Background()
c, err := vision.NewProductSearchClient(ctx)
if err != nil {
// TODO: Handle error.
}
defer c.Close()
req := &visionpb.UpdateProductSetRequest{
// TODO: Fill request struct fields.
}
resp, err := c.UpdateProductSet(ctx, req)
if err != nil {
// TODO: Handle error.
}
// TODO: Use resp.
_ = resp
}
ProductSetIterator
type ProductSetIterator struct {
// Response is the raw response for the current page.
// It must be cast to the RPC response type.
// Calling Next() or InternalFetch() updates this value.
Response interface{}
// InternalFetch is for use by the Google Cloud Libraries only.
// It is not part of the stable interface of this package.
//
// InternalFetch returns results from a single call to the underlying RPC.
// The number of results is no greater than pageSize.
// If there are no more results, nextPageToken is empty and err is nil.
InternalFetch func(pageSize int, pageToken string) (results []*visionpb.ProductSet, nextPageToken string, err error)
// contains filtered or unexported fields
}ProductSetIterator manages a stream of *visionpb.ProductSet.
func (*ProductSetIterator) Next
func (it *ProductSetIterator) Next() (*visionpb.ProductSet, error)Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.
func (*ProductSetIterator) PageInfo
func (it *ProductSetIterator) PageInfo() *iterator.PageInfoPageInfo supports pagination. See the google.golang.org/api/iterator package for details.
PurgeProductsOperation
type PurgeProductsOperation struct {
// contains filtered or unexported fields
}PurgeProductsOperation manages a long-running operation from PurgeProducts.
func (*PurgeProductsOperation) Done
func (op *PurgeProductsOperation) Done() boolDone reports whether the long-running operation has completed.
func (*PurgeProductsOperation) Metadata
func (op *PurgeProductsOperation) Metadata() (*visionpb.BatchOperationMetadata, error)Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.
func (*PurgeProductsOperation) Name
func (op *PurgeProductsOperation) Name() stringName returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.
func (*PurgeProductsOperation) Poll
func (op *PurgeProductsOperation) Poll(ctx context.Context, opts ...gax.CallOption) errorPoll fetches the latest state of the long-running operation.
Poll also fetches the latest metadata, which can be retrieved by Metadata.
If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.
func (*PurgeProductsOperation) Wait
func (op *PurgeProductsOperation) Wait(ctx context.Context, opts ...gax.CallOption) errorWait blocks until the long-running operation is completed, returning the response and any errors encountered.
See documentation of Poll for error-handling information.
ReferenceImageIterator
type ReferenceImageIterator struct {
// Response is the raw response for the current page.
// It must be cast to the RPC response type.
// Calling Next() or InternalFetch() updates this value.
Response interface{}
// InternalFetch is for use by the Google Cloud Libraries only.
// It is not part of the stable interface of this package.
//
// InternalFetch returns results from a single call to the underlying RPC.
// The number of results is no greater than pageSize.
// If there are no more results, nextPageToken is empty and err is nil.
InternalFetch func(pageSize int, pageToken string) (results []*visionpb.ReferenceImage, nextPageToken string, err error)
// contains filtered or unexported fields
}ReferenceImageIterator manages a stream of *visionpb.ReferenceImage.
func (*ReferenceImageIterator) Next
func (it *ReferenceImageIterator) Next() (*visionpb.ReferenceImage, error)Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.
func (*ReferenceImageIterator) PageInfo
func (it *ReferenceImageIterator) PageInfo() *iterator.PageInfoPageInfo supports pagination. See the google.golang.org/api/iterator package for details.