ProductSearch¶

async create_product_set(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.CreateProductSetRequest, dict]] = None, *, parent: Optional[str] = None, product_set: Optional[google.cloud.vision_v1.types.product_search_service.ProductSet] = None, product_set_id: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.types.product_search_service.ProductSet[source]¶

Creates and returns a new ProductSet resource.

Possible errors:

Returns INVALID_ARGUMENT if display_name is missing, or is longer than 4096 characters.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

async def sample_create_product_set():
    # Create a client
    client = vision_v1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1.CreateProductSetRequest(
        parent="parent_value",
    )

    # Make the request
    response = await client.create_product_set(request=request)

    # Handle the response
    print(response)

Parameters

request (Optional[Union[google.cloud.vision_v1.types.CreateProductSetRequest, dict]]) – The request object. Request message for the CreateProductSet method.
parent (str) –
Required. The project in which the ProductSet should be created.

Format is projects/PROJECT_ID/locations/LOC_ID.

This corresponds to the parent field on the request instance; if request is provided, this should not be set.
product_set (google.cloud.vision_v1.types.ProductSet) – Required. The ProductSet to create. This corresponds to the product_set field on the request instance; if request is provided, this should not be set.
product_set_id (str) –
A user-supplied resource id for this ProductSet. If set, the server will attempt to use this value as the resource id. If it is already in use, an error is returned with code ALREADY_EXISTS. Must be at most 128 characters long. It cannot contain the character /.

This corresponds to the product_set_id field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – 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

A ProductSet contains Products. A ProductSet can contain a maximum of 1 million reference images. If the limit is exceeded, periodic indexing will fail.

Return type

async create_reference_image(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.CreateReferenceImageRequest, dict]] = None, *, parent: Optional[str] = None, reference_image: Optional[google.cloud.vision_v1.types.product_search_service.ReferenceImage] = None, reference_image_id: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.types.product_search_service.ReferenceImage[source]¶

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.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

async def sample_create_reference_image():
    # Create a client
    client = vision_v1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    reference_image = vision_v1.ReferenceImage()
    reference_image.uri = "uri_value"

    request = vision_v1.CreateReferenceImageRequest(
        parent="parent_value",
        reference_image=reference_image,
    )

    # Make the request
    response = await client.create_reference_image(request=request)

    # Handle the response
    print(response)

Parameters

request (Optional[Union[google.cloud.vision_v1.types.CreateReferenceImageRequest, dict]]) – The request object. Request message for the CreateReferenceImage method.
parent (str) –
Required. Resource name of the product in which to create the reference image.

Format is projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID.

This corresponds to the parent field on the request instance; if request is provided, this should not be set.
reference_image (google.cloud.vision_v1.types.ReferenceImage) –
Required. The reference image to create. If an image ID is specified, it is ignored.

This corresponds to the reference_image field on the request instance; if request is provided, this should not be set.
reference_image_id (str) –
A user-supplied resource id for the ReferenceImage to be added. If set, the server will attempt to use this value as the resource id. If it is already in use, an error is returned with code ALREADY_EXISTS. Must be at most 128 characters long. It cannot contain the character /.

This corresponds to the reference_image_id field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – 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

A ReferenceImage represents a product image and its associated metadata,: such as bounding boxes.

Return type

async delete_product(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.DeleteProductRequest, dict]] = None, *, name: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → None[source]¶

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.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

async def sample_delete_product():
    # Create a client
    client = vision_v1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1.DeleteProductRequest(
        name="name_value",
    )

    # Make the request
    await client.delete_product(request=request)

Parameters

request (Optional[Union[google.cloud.vision_v1.types.DeleteProductRequest, dict]]) – The request object. Request message for the DeleteProduct method.
name (str) –
Required. Resource name of product to delete.

Format is: projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID

This corresponds to the name field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – 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.

async delete_product_set(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.DeleteProductSetRequest, dict]] = None, *, name: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → None[source]¶

Permanently deletes a ProductSet. Products and ReferenceImages in the ProductSet are not deleted.

The actual image files are not deleted from Google Cloud Storage.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

async def sample_delete_product_set():
    # Create a client
    client = vision_v1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1.DeleteProductSetRequest(
        name="name_value",
    )

    # Make the request
    await client.delete_product_set(request=request)

Parameters

request (Optional[Union[google.cloud.vision_v1.types.DeleteProductSetRequest, dict]]) – The request object. Request message for the DeleteProductSet method.
name (str) –
Required. Resource name of the ProductSet to delete.

Format is: projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID

This corresponds to the name field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – 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.

async delete_reference_image(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.DeleteReferenceImageRequest, dict]] = None, *, name: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → None[source]¶

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.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

async def sample_delete_reference_image():
    # Create a client
    client = vision_v1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1.DeleteReferenceImageRequest(
        name="name_value",
    )

    # Make the request
    await client.delete_reference_image(request=request)

Parameters

request (Optional[Union[google.cloud.vision_v1.types.DeleteReferenceImageRequest, dict]]) – The request object. Request message for the DeleteReferenceImage method.
name (str) –
Required. The resource name of the reference image to delete.

Format is: projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID/referenceImages/IMAGE_ID

This corresponds to the name field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – 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.

classmethod from_service_account_file(filename: str, *args, **kwargs)[source]¶

Creates an instance of this client using the provided credentials: file.

Parameters

filename (str) – The path to the service account private key json file.
args – Additional arguments to pass to the constructor.
kwargs – Additional arguments to pass to the constructor.

Returns

The constructed client.

Return type

ProductSearchAsyncClient

classmethod from_service_account_info(info: dict, *args, **kwargs)[source]¶

Creates an instance of this client using the provided credentials: info.

Parameters

info (dict) – The service account private key info.
args – Additional arguments to pass to the constructor.
kwargs – Additional arguments to pass to the constructor.

Returns

The constructed client.

Return type

ProductSearchAsyncClient

classmethod from_service_account_json(filename: str, *args, **kwargs)¶

Creates an instance of this client using the provided credentials: file.

Parameters

filename (str) – The path to the service account private key json file.
args – Additional arguments to pass to the constructor.
kwargs – Additional arguments to pass to the constructor.

Returns

The constructed client.

Return type

ProductSearchAsyncClient

classmethod get_mtls_endpoint_and_cert_source(client_options: Optional[google.api_core.client_options.ClientOptions] = None)[source]¶

Return the API endpoint and client cert source for mutual TLS.

The client cert source is determined in the following order: (1) if GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is not “true”, the client cert source is None. (2) if client_options.client_cert_source is provided, use the provided one; if the default client cert source exists, use the default one; otherwise the client cert source is None.

The API endpoint is determined in the following order: (1) if client_options.api_endpoint if provided, use the provided one. (2) if GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is “always”, use the default mTLS endpoint; if the environment variable is “never”, use the default API endpoint; otherwise if client cert source exists, use the default mTLS endpoint, otherwise use the default API endpoint.

More details can be found at https://google.aip.dev/auth/4114.

Parameters

client_options (google.api_core.client_options.ClientOptions) – Custom options for the client. Only the api_endpoint and client_cert_source properties may be used in this method.

Returns

returns the API endpoint and the: client cert source to use.

Return type

Tuple[str, Callable[[], Tuple[bytes, bytes]]]

Raises

google.auth.exceptions.MutualTLSChannelError – If any errors happen.

async get_operation(request: Optional[google.longrunning.operations_pb2.GetOperationRequest] = None, *, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.longrunning.operations_pb2.Operation[source]¶

Gets the latest state of a long-running operation.

Parameters

request (GetOperationRequest) – The request object. Request message for GetOperation method.
retry (google.api_core.retry_async.AsyncRetry) – 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

An Operation object.

Return type

Operation

async get_product(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.GetProductRequest, dict]] = None, *, name: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.types.product_search_service.Product[source]¶

Gets information associated with a Product.

Possible errors:

Returns NOT_FOUND if the Product does not exist.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

async def sample_get_product():
    # Create a client
    client = vision_v1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1.GetProductRequest(
        name="name_value",
    )

    # Make the request
    response = await client.get_product(request=request)

    # Handle the response
    print(response)

Parameters

request (Optional[Union[google.cloud.vision_v1.types.GetProductRequest, dict]]) – The request object. Request message for the GetProduct method.
name (str) –
Required. Resource name of the Product to get.

Format is: projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID

This corresponds to the name field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – 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

A Product contains ReferenceImages.

Return type

async get_product_set(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.GetProductSetRequest, dict]] = None, *, name: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.types.product_search_service.ProductSet[source]¶

Gets information associated with a ProductSet.

Possible errors:

Returns NOT_FOUND if the ProductSet does not exist.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

async def sample_get_product_set():
    # Create a client
    client = vision_v1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1.GetProductSetRequest(
        name="name_value",
    )

    # Make the request
    response = await client.get_product_set(request=request)

    # Handle the response
    print(response)

Parameters

request (Optional[Union[google.cloud.vision_v1.types.GetProductSetRequest, dict]]) – The request object. Request message for the GetProductSet method.
name (str) –
Required. Resource name of the ProductSet to get.

Format is: projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID

This corresponds to the name field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – 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

A ProductSet contains Products. A ProductSet can contain a maximum of 1 million reference images. If the limit is exceeded, periodic indexing will fail.

Return type

async get_reference_image(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.GetReferenceImageRequest, dict]] = None, *, name: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.types.product_search_service.ReferenceImage[source]¶

Gets information associated with a ReferenceImage.

Possible errors:

Returns NOT_FOUND if the specified image does not exist.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

async def sample_get_reference_image():
    # Create a client
    client = vision_v1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1.GetReferenceImageRequest(
        name="name_value",
    )

    # Make the request
    response = await client.get_reference_image(request=request)

    # Handle the response
    print(response)

Parameters

request (Optional[Union[google.cloud.vision_v1.types.GetReferenceImageRequest, dict]]) – The request object. Request message for the GetReferenceImage method.
name (str) –
Required. The resource name of the ReferenceImage to get.

Format is: projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID/referenceImages/IMAGE_ID.

This corresponds to the name field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – 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

A ReferenceImage represents a product image and its associated metadata,: such as bounding boxes.

Return type

google.api_core.operation_async.AsyncOperation

classmethod get_transport_class(label: Optional[str] = None) → Type[google.cloud.vision_v1.services.product_search.transports.base.ProductSearchTransport]¶

Returns an appropriate transport class.

Parameters: label – The name of the desired transport. If none is provided, then the first transport in the registry is used.
Returns: The transport class to use.

async import_product_sets(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.ImportProductSetsRequest, dict]] = None, *, parent: Optional[str] = None, input_config: Optional[google.cloud.vision_v1.types.product_search_service.ImportProductSetsInputConfig] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.api_core.operation_async.AsyncOperation[source]¶

Asynchronous API that imports a list of reference images to specified product sets based on a list of image information.

The [google.longrunning.Operation][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][google.cloud.vision.v1.ImportProductSetsGcsSource.csv_file_uri].

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

async def sample_import_product_sets():
    # Create a client
    client = vision_v1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1.ImportProductSetsRequest(
        parent="parent_value",
    )

    # Make the request
    operation = client.import_product_sets(request=request)

    print("Waiting for operation to complete...")

    response = (await operation).result()

    # Handle the response
    print(response)

Parameters

request (Optional[Union[google.cloud.vision_v1.types.ImportProductSetsRequest, dict]]) – The request object. Request message for the ImportProductSets method.
parent (str) –
Required. The project in which the ProductSets should be imported.

Format is projects/PROJECT_ID/locations/LOC_ID.

This corresponds to the parent field on the request instance; if request is provided, this should not be set.
input_config (google.cloud.vision_v1.types.ImportProductSetsInputConfig) –
Required. The input content for the list of requests.

This corresponds to the input_config field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – 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

An object representing a long-running operation.

The result type for the operation will be google.cloud.vision_v1.types.ImportProductSetsResponse Response message for the ImportProductSets method.

This message is returned by the [google.longrunning.Operations.GetOperation][google.longrunning.Operations.GetOperation] method in the returned [google.longrunning.Operation.response][google.longrunning.Operation.response] field.

Return type

async list_product_sets(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.ListProductSetsRequest, dict]] = None, *, parent: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.services.product_search.pagers.ListProductSetsAsyncPager[source]¶

Lists ProductSets in an unspecified order.

Possible errors:

Returns INVALID_ARGUMENT if page_size is greater than 100, or less than 1.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

async def sample_list_product_sets():
    # Create a client
    client = vision_v1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1.ListProductSetsRequest(
        parent="parent_value",
    )

    # Make the request
    page_result = client.list_product_sets(request=request)

    # Handle the response
    async for response in page_result:
        print(response)

Parameters

request (Optional[Union[google.cloud.vision_v1.types.ListProductSetsRequest, dict]]) – The request object. Request message for the ListProductSets method.
parent (str) –
Required. The project from which ProductSets should be listed.

Format is projects/PROJECT_ID/locations/LOC_ID.

This corresponds to the parent field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – 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

Response message for the ListProductSets method.

Iterating over this object will yield results and resolve additional pages automatically.

Return type

google.cloud.vision_v1.services.product_search.pagers.ListProductSetsAsyncPager

async list_products(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.ListProductsRequest, dict]] = None, *, parent: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.services.product_search.pagers.ListProductsAsyncPager[source]¶

Lists products in an unspecified order.

Possible errors:

Returns INVALID_ARGUMENT if page_size is greater than 100 or less than 1.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

async def sample_list_products():
    # Create a client
    client = vision_v1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1.ListProductsRequest(
        parent="parent_value",
    )

    # Make the request
    page_result = client.list_products(request=request)

    # Handle the response
    async for response in page_result:
        print(response)

Parameters

request (Optional[Union[google.cloud.vision_v1.types.ListProductsRequest, dict]]) – The request object. Request message for the ListProducts method.
parent (str) –
Required. The project OR ProductSet from which Products should be listed.

Format: projects/PROJECT_ID/locations/LOC_ID

This corresponds to the parent field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – 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

Response message for the ListProducts method.

Iterating over this object will yield results and resolve additional pages automatically.

Return type

google.cloud.vision_v1.services.product_search.pagers.ListProductsAsyncPager

async list_products_in_product_set(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.ListProductsInProductSetRequest, dict]] = None, *, name: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.services.product_search.pagers.ListProductsInProductSetAsyncPager[source]¶

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.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

async def sample_list_products_in_product_set():
    # Create a client
    client = vision_v1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1.ListProductsInProductSetRequest(
        name="name_value",
    )

    # Make the request
    page_result = client.list_products_in_product_set(request=request)

    # Handle the response
    async for response in page_result:
        print(response)

Parameters

request (Optional[Union[google.cloud.vision_v1.types.ListProductsInProductSetRequest, dict]]) – The request object. Request message for the ListProductsInProductSet method.
name (str) –
Required. The ProductSet resource for which to retrieve Products.

Format is: projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID

This corresponds to the name field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – 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

Response message for the ListProductsInProductSet method.

Iterating over this object will yield results and resolve additional pages automatically.

Return type

google.cloud.vision_v1.services.product_search.pagers.ListProductsInProductSetAsyncPager

async list_reference_images(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.ListReferenceImagesRequest, dict]] = None, *, parent: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.services.product_search.pagers.ListReferenceImagesAsyncPager[source]¶

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.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

async def sample_list_reference_images():
    # Create a client
    client = vision_v1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1.ListReferenceImagesRequest(
        parent="parent_value",
    )

    # Make the request
    page_result = client.list_reference_images(request=request)

    # Handle the response
    async for response in page_result:
        print(response)

Parameters

request (Optional[Union[google.cloud.vision_v1.types.ListReferenceImagesRequest, dict]]) – The request object. Request message for the ListReferenceImages method.
parent (str) –
Required. Resource name of the product containing the reference images.

Format is projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID.

This corresponds to the parent field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – 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

Response message for the ListReferenceImages method.

Iterating over this object will yield results and resolve additional pages automatically.

Return type

google.cloud.vision_v1.services.product_search.pagers.ListReferenceImagesAsyncPager

static parse_common_billing_account_path(path: str) → Dict[str, str]¶: Parse a billing_account path into its component segments.

static parse_common_folder_path(path: str) → Dict[str, str]¶: Parse a folder path into its component segments.

static parse_common_location_path(path: str) → Dict[str, str]¶: Parse a location path into its component segments.

static parse_common_organization_path(path: str) → Dict[str, str]¶: Parse a organization path into its component segments.

static parse_common_project_path(path: str) → Dict[str, str]¶: Parse a project path into its component segments.

static parse_product_path(path: str) → Dict[str, str]¶: Parses a product path into its component segments.

static parse_product_set_path(path: str) → Dict[str, str]¶: Parses a product_set path into its component segments.

static parse_reference_image_path(path: str) → Dict[str, str]¶: Parses a reference_image path into its component segments.

static product_path(project: str, location: str, product: str) → str¶: Returns a fully-qualified product string.

static product_set_path(project: str, location: str, product_set: str) → str¶: Returns a fully-qualified product_set string.

async purge_products(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.PurgeProductsRequest, dict]] = None, *, parent: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.api_core.operation_async.AsyncOperation[source]¶

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][google.longrunning.Operation] API can be used to keep track of the progress and results of the request. Operation.metadata contains BatchOperationMetadata. (progress)

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

async def sample_purge_products():
    # Create a client
    client = vision_v1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1.PurgeProductsRequest(
        parent="parent_value",
    )

    # Make the request
    operation = client.purge_products(request=request)

    print("Waiting for operation to complete...")

    response = (await operation).result()

    # Handle the response
    print(response)

Parameters

request (Optional[Union[google.cloud.vision_v1.types.PurgeProductsRequest, dict]]) – The request object. Request message for the PurgeProducts method.
parent (str) –
Required. The project and location in which the Products should be deleted.

Format is projects/PROJECT_ID/locations/LOC_ID.

This corresponds to the parent field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – 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

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);

}

Return type

google.api_core.operation_async.AsyncOperation

static reference_image_path(project: str, location: str, product: str, reference_image: str) → str¶: Returns a fully-qualified reference_image string.

async remove_product_from_product_set(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.RemoveProductFromProductSetRequest, dict]] = None, *, name: Optional[str] = None, product: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → None[source]¶

Removes a Product from the specified ProductSet.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

async def sample_remove_product_from_product_set():
    # Create a client
    client = vision_v1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1.RemoveProductFromProductSetRequest(
        name="name_value",
        product="product_value",
    )

    # Make the request
    await client.remove_product_from_product_set(request=request)

Parameters

request (Optional[Union[google.cloud.vision_v1.types.RemoveProductFromProductSetRequest, dict]]) – The request object. Request message for the RemoveProductFromProductSet method.
name (str) –
Required. The resource name for the ProductSet to modify.

Format is: projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID

This corresponds to the name field on the request instance; if request is provided, this should not be set.
product (str) –
Required. The resource name for the Product to be removed from this ProductSet.

Format is: projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID

This corresponds to the product field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – 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.

property transport: google.cloud.vision_v1.services.product_search.transports.base.ProductSearchTransport¶

Returns the transport used by the client instance.

Returns: The transport used by the client instance.
Return type: ProductSearchTransport

property universe_domain: str¶

Return the universe domain used by the client instance.

Returns

The universe domain used: by the client instance.

Return type

str

async update_product(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.UpdateProductRequest, dict]] = None, *, product: Optional[google.cloud.vision_v1.types.product_search_service.Product] = None, update_mask: Optional[google.protobuf.field_mask_pb2.FieldMask] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.types.product_search_service.Product[source]¶

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.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

async def sample_update_product():
    # Create a client
    client = vision_v1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1.UpdateProductRequest(
    )

    # Make the request
    response = await client.update_product(request=request)

    # Handle the response
    print(response)

Parameters

request (Optional[Union[google.cloud.vision_v1.types.UpdateProductRequest, dict]]) – The request object. Request message for the UpdateProduct method.
product (google.cloud.vision_v1.types.Product) –
Required. The Product resource which replaces the one on the server. product.name is immutable.

This corresponds to the product field on the request instance; if request is provided, this should not be set.
update_mask (google.protobuf.field_mask_pb2.FieldMask) –
The [FieldMask][google.protobuf.FieldMask] that specifies which fields to update. If update_mask isn’t specified, all mutable fields are to be updated. Valid mask paths include product_labels, display_name, and description.

This corresponds to the update_mask field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – 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

A Product contains ReferenceImages.

Return type

async update_product_set(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.UpdateProductSetRequest, dict]] = None, *, product_set: Optional[google.cloud.vision_v1.types.product_search_service.ProductSet] = None, update_mask: Optional[google.protobuf.field_mask_pb2.FieldMask] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.types.product_search_service.ProductSet[source]¶

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.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

async def sample_update_product_set():
    # Create a client
    client = vision_v1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1.UpdateProductSetRequest(
    )

    # Make the request
    response = await client.update_product_set(request=request)

    # Handle the response
    print(response)

Parameters

request (Optional[Union[google.cloud.vision_v1.types.UpdateProductSetRequest, dict]]) – The request object. Request message for the UpdateProductSet method.
product_set (google.cloud.vision_v1.types.ProductSet) –
Required. The ProductSet resource which replaces the one on the server.

This corresponds to the product_set field on the request instance; if request is provided, this should not be set.
update_mask (google.protobuf.field_mask_pb2.FieldMask) –
The [FieldMask][google.protobuf.FieldMask] that specifies which fields to update. If update_mask isn’t specified, all mutable fields are to be updated. Valid mask path is display_name.

This corresponds to the update_mask field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – 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

A ProductSet contains Products. A ProductSet can contain a maximum of 1 million reference images. If the limit is exceeded, periodic indexing will fail.

Return type

class google.cloud.vision_v1.services.product_search.ProductSearchClient(*, credentials: typing.Optional[google.auth.credentials.Credentials] = None, transport: typing.Optional[typing.Union[str, google.cloud.vision_v1.services.product_search.transports.base.ProductSearchTransport, typing.Callable[[...], google.cloud.vision_v1.services.product_search.transports.base.ProductSearchTransport]]] = None, client_options: typing.Optional[typing.Union[google.api_core.client_options.ClientOptions, dict]] = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)[source]¶

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][google.cloud.vision.v1.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][google.cloud.vision.v1.Product] resources, named projects/*/locations/*/products/*
Each [Product][google.cloud.vision.v1.Product] has a collection of [ReferenceImage][google.cloud.vision.v1.ReferenceImage] resources, named projects/*/locations/*/products/*/referenceImages/*

Instantiates the product search client.

Parameters

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 (Optional[Union[str,ProductSearchTransport,Callable[..., ProductSearchTransport]]]) – The transport to use, or a Callable that constructs and returns a new transport. If a Callable is given, it will be called with the same set of initialization arguments as used in the ProductSearchTransport constructor. If set to None, a transport is chosen automatically.
client_options (Optional[Union[google.api_core.client_options.ClientOptions, dict]]) –
Custom options for the client.

1. The api_endpoint property can be used to override the default endpoint provided by the client when transport is not explicitly provided. Only if this property is not set and transport was not explicitly provided, the endpoint is determined by the GOOGLE_API_USE_MTLS_ENDPOINT environment variable, which have one of the following values: “always” (always use the default mTLS endpoint), “never” (always use the default regular endpoint) and “auto” (auto-switch to the default mTLS endpoint if client certificate is present; this is the default value).

2. If the GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is “true”, then the client_cert_source property can be used to provide a client certificate for mTLS transport. If not provided, the default SSL client certificate will be used if present. If GOOGLE_API_USE_CLIENT_CERTIFICATE is “false” or not set, no client certificate will be used.

3. The universe_domain property can be used to override the default “googleapis.com” universe. Note that the api_endpoint property still takes precedence; and universe_domain is currently not supported for mTLS.
client_info (google.api_core.gapic_v1.client_info.ClientInfo) – The client info used to send a user-agent string along with API requests. If None, then default info will be used. Generally, you only need to set this if you’re developing your own client library.

Raises

google.auth.exceptions.MutualTLSChannelError – If mutual TLS transport creation failed for any reason.

__exit__(type, value, traceback)[source]¶: Releases underlying transport’s resources.

Warning

ONLY use as a context manager if the transport is NOT shared with other clients! Exiting the with block will CLOSE the transport and may cause errors in other clients!

add_product_to_product_set(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.AddProductToProductSetRequest, dict]] = None, *, name: Optional[str] = None, product: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → None[source]¶

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.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_add_product_to_product_set():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    request = vision_v1.AddProductToProductSetRequest(
        name="name_value",
        product="product_value",
    )

    # Make the request
    client.add_product_to_product_set(request=request)

Parameters

request (Union[google.cloud.vision_v1.types.AddProductToProductSetRequest, dict]) – The request object. Request message for the AddProductToProductSet method.
name (str) –
Required. The resource name for the ProductSet to modify.

Format is: projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID

This corresponds to the name field on the request instance; if request is provided, this should not be set.
product (str) –
Required. The resource name for the Product to be added to this ProductSet.

Format is: projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID

This corresponds to the product field on the request instance; if request is provided, this should not be set.
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.

property api_endpoint¶

Return the API endpoint used by the client instance.

Returns: The API endpoint used by the client instance.
Return type: str

static common_billing_account_path(billing_account: str) → str[source]¶: Returns a fully-qualified billing_account string.

static common_folder_path(folder: str) → str[source]¶: Returns a fully-qualified folder string.

static common_location_path(project: str, location: str) → str[source]¶: Returns a fully-qualified location string.

static common_organization_path(organization: str) → str[source]¶: Returns a fully-qualified organization string.

static common_project_path(project: str) → str[source]¶: Returns a fully-qualified project string.

create_product(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.CreateProductRequest, dict]] = None, *, parent: Optional[str] = None, product: Optional[google.cloud.vision_v1.types.product_search_service.Product] = None, product_id: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.types.product_search_service.Product[source]¶

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.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_create_product():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    request = vision_v1.CreateProductRequest(
        parent="parent_value",
    )

    # Make the request
    response = client.create_product(request=request)

    # Handle the response
    print(response)

Parameters

request (Union[google.cloud.vision_v1.types.CreateProductRequest, dict]) – The request object. Request message for the CreateProduct method.
parent (str) –
Required. The project in which the Product should be created.

Format is projects/PROJECT_ID/locations/LOC_ID.

This corresponds to the parent field on the request instance; if request is provided, this should not be set.
product (google.cloud.vision_v1.types.Product) – Required. The product to create. This corresponds to the product field on the request instance; if request is provided, this should not be set.
product_id (str) –
A user-supplied resource id for this Product. If set, the server will attempt to use this value as the resource id. If it is already in use, an error is returned with code ALREADY_EXISTS. Must be at most 128 characters long. It cannot contain the character /.

This corresponds to the product_id field on the request instance; if request is provided, this should not be set.
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

A Product contains ReferenceImages.

Return type

create_product_set(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.CreateProductSetRequest, dict]] = None, *, parent: Optional[str] = None, product_set: Optional[google.cloud.vision_v1.types.product_search_service.ProductSet] = None, product_set_id: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.types.product_search_service.ProductSet[source]¶

Creates and returns a new ProductSet resource.

Possible errors:

Returns INVALID_ARGUMENT if display_name is missing, or is longer than 4096 characters.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_create_product_set():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    request = vision_v1.CreateProductSetRequest(
        parent="parent_value",
    )

    # Make the request
    response = client.create_product_set(request=request)

    # Handle the response
    print(response)

Parameters

request (Union[google.cloud.vision_v1.types.CreateProductSetRequest, dict]) – The request object. Request message for the CreateProductSet method.
parent (str) –
Required. The project in which the ProductSet should be created.

Format is projects/PROJECT_ID/locations/LOC_ID.

This corresponds to the parent field on the request instance; if request is provided, this should not be set.
product_set (google.cloud.vision_v1.types.ProductSet) – Required. The ProductSet to create. This corresponds to the product_set field on the request instance; if request is provided, this should not be set.
product_set_id (str) –
A user-supplied resource id for this ProductSet. If set, the server will attempt to use this value as the resource id. If it is already in use, an error is returned with code ALREADY_EXISTS. Must be at most 128 characters long. It cannot contain the character /.

This corresponds to the product_set_id field on the request instance; if request is provided, this should not be set.
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

A ProductSet contains Products. A ProductSet can contain a maximum of 1 million reference images. If the limit is exceeded, periodic indexing will fail.

Return type

create_reference_image(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.CreateReferenceImageRequest, dict]] = None, *, parent: Optional[str] = None, reference_image: Optional[google.cloud.vision_v1.types.product_search_service.ReferenceImage] = None, reference_image_id: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.types.product_search_service.ReferenceImage[source]¶

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.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_create_reference_image():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    reference_image = vision_v1.ReferenceImage()
    reference_image.uri = "uri_value"

    request = vision_v1.CreateReferenceImageRequest(
        parent="parent_value",
        reference_image=reference_image,
    )

    # Make the request
    response = client.create_reference_image(request=request)

    # Handle the response
    print(response)

Parameters

request (Union[google.cloud.vision_v1.types.CreateReferenceImageRequest, dict]) – The request object. Request message for the CreateReferenceImage method.
parent (str) –
Required. Resource name of the product in which to create the reference image.

Format is projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID.

This corresponds to the parent field on the request instance; if request is provided, this should not be set.
reference_image (google.cloud.vision_v1.types.ReferenceImage) –
Required. The reference image to create. If an image ID is specified, it is ignored.

This corresponds to the reference_image field on the request instance; if request is provided, this should not be set.
reference_image_id (str) –
A user-supplied resource id for the ReferenceImage to be added. If set, the server will attempt to use this value as the resource id. If it is already in use, an error is returned with code ALREADY_EXISTS. Must be at most 128 characters long. It cannot contain the character /.

This corresponds to the reference_image_id field on the request instance; if request is provided, this should not be set.
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

A ReferenceImage represents a product image and its associated metadata,: such as bounding boxes.

Return type

delete_product(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.DeleteProductRequest, dict]] = None, *, name: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → None[source]¶

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.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_delete_product():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    request = vision_v1.DeleteProductRequest(
        name="name_value",
    )

    # Make the request
    client.delete_product(request=request)

Parameters

request (Union[google.cloud.vision_v1.types.DeleteProductRequest, dict]) – The request object. Request message for the DeleteProduct method.
name (str) –
Required. Resource name of product to delete.

Format is: projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID

This corresponds to the name field on the request instance; if request is provided, this should not be set.
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.

delete_product_set(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.DeleteProductSetRequest, dict]] = None, *, name: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → None[source]¶

Permanently deletes a ProductSet. Products and ReferenceImages in the ProductSet are not deleted.

The actual image files are not deleted from Google Cloud Storage.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_delete_product_set():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    request = vision_v1.DeleteProductSetRequest(
        name="name_value",
    )

    # Make the request
    client.delete_product_set(request=request)

Parameters

request (Union[google.cloud.vision_v1.types.DeleteProductSetRequest, dict]) – The request object. Request message for the DeleteProductSet method.
name (str) –
Required. Resource name of the ProductSet to delete.

Format is: projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID

This corresponds to the name field on the request instance; if request is provided, this should not be set.
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.

delete_reference_image(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.DeleteReferenceImageRequest, dict]] = None, *, name: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → None[source]¶

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.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_delete_reference_image():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    request = vision_v1.DeleteReferenceImageRequest(
        name="name_value",
    )

    # Make the request
    client.delete_reference_image(request=request)

Parameters

request (Union[google.cloud.vision_v1.types.DeleteReferenceImageRequest, dict]) – The request object. Request message for the DeleteReferenceImage method.
name (str) –
Required. The resource name of the reference image to delete.

Format is: projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID/referenceImages/IMAGE_ID

This corresponds to the name field on the request instance; if request is provided, this should not be set.
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.

classmethod from_service_account_file(filename: str, *args, **kwargs)[source]¶

Creates an instance of this client using the provided credentials: file.

Parameters

filename (str) – The path to the service account private key json file.
args – Additional arguments to pass to the constructor.
kwargs – Additional arguments to pass to the constructor.

Returns

The constructed client.

Return type

ProductSearchClient

classmethod from_service_account_info(info: dict, *args, **kwargs)[source]¶

Creates an instance of this client using the provided credentials: info.

Parameters

info (dict) – The service account private key info.
args – Additional arguments to pass to the constructor.
kwargs – Additional arguments to pass to the constructor.

Returns

The constructed client.

Return type

ProductSearchClient

classmethod from_service_account_json(filename: str, *args, **kwargs)¶

Creates an instance of this client using the provided credentials: file.

Parameters

filename (str) – The path to the service account private key json file.
args – Additional arguments to pass to the constructor.
kwargs – Additional arguments to pass to the constructor.

Returns

The constructed client.

Return type

ProductSearchClient

classmethod get_mtls_endpoint_and_cert_source(client_options: Optional[google.api_core.client_options.ClientOptions] = None)[source]¶

Deprecated. Return the API endpoint and client cert source for mutual TLS.

The client cert source is determined in the following order: (1) if GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is not “true”, the client cert source is None. (2) if client_options.client_cert_source is provided, use the provided one; if the default client cert source exists, use the default one; otherwise the client cert source is None.

The API endpoint is determined in the following order: (1) if client_options.api_endpoint if provided, use the provided one. (2) if GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is “always”, use the default mTLS endpoint; if the environment variable is “never”, use the default API endpoint; otherwise if client cert source exists, use the default mTLS endpoint, otherwise use the default API endpoint.

More details can be found at https://google.aip.dev/auth/4114.

Parameters

client_options (google.api_core.client_options.ClientOptions) – Custom options for the client. Only the api_endpoint and client_cert_source properties may be used in this method.

Returns

returns the API endpoint and the: client cert source to use.

Return type

Tuple[str, Callable[[], Tuple[bytes, bytes]]]

Raises

google.auth.exceptions.MutualTLSChannelError – If any errors happen.

get_operation(request: Optional[google.longrunning.operations_pb2.GetOperationRequest] = None, *, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.longrunning.operations_pb2.Operation[source]¶

Gets the latest state of a long-running operation.

Parameters

request (GetOperationRequest) – The request object. Request message for GetOperation 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

An Operation object.

Return type

Operation

get_product(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.GetProductRequest, dict]] = None, *, name: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.types.product_search_service.Product[source]¶

Gets information associated with a Product.

Possible errors:

Returns NOT_FOUND if the Product does not exist.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_get_product():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    request = vision_v1.GetProductRequest(
        name="name_value",
    )

    # Make the request
    response = client.get_product(request=request)

    # Handle the response
    print(response)

Parameters

request (Union[google.cloud.vision_v1.types.GetProductRequest, dict]) – The request object. Request message for the GetProduct method.
name (str) –
Required. Resource name of the Product to get.

Format is: projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID

This corresponds to the name field on the request instance; if request is provided, this should not be set.
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

A Product contains ReferenceImages.

Return type

get_product_set(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.GetProductSetRequest, dict]] = None, *, name: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.types.product_search_service.ProductSet[source]¶

Gets information associated with a ProductSet.

Possible errors:

Returns NOT_FOUND if the ProductSet does not exist.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_get_product_set():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    request = vision_v1.GetProductSetRequest(
        name="name_value",
    )

    # Make the request
    response = client.get_product_set(request=request)

    # Handle the response
    print(response)

Parameters

request (Union[google.cloud.vision_v1.types.GetProductSetRequest, dict]) – The request object. Request message for the GetProductSet method.
name (str) –
Required. Resource name of the ProductSet to get.

Format is: projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID

This corresponds to the name field on the request instance; if request is provided, this should not be set.
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

A ProductSet contains Products. A ProductSet can contain a maximum of 1 million reference images. If the limit is exceeded, periodic indexing will fail.

Return type

get_reference_image(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.GetReferenceImageRequest, dict]] = None, *, name: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.types.product_search_service.ReferenceImage[source]¶

Gets information associated with a ReferenceImage.

Possible errors:

Returns NOT_FOUND if the specified image does not exist.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_get_reference_image():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    request = vision_v1.GetReferenceImageRequest(
        name="name_value",
    )

    # Make the request
    response = client.get_reference_image(request=request)

    # Handle the response
    print(response)

Parameters

request (Union[google.cloud.vision_v1.types.GetReferenceImageRequest, dict]) – The request object. Request message for the GetReferenceImage method.
name (str) –
Required. The resource name of the ReferenceImage to get.

Format is: projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID/referenceImages/IMAGE_ID.

This corresponds to the name field on the request instance; if request is provided, this should not be set.
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

A ReferenceImage represents a product image and its associated metadata,: such as bounding boxes.

Return type

google.api_core.operation.Operation

import_product_sets(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.ImportProductSetsRequest, dict]] = None, *, parent: Optional[str] = None, input_config: Optional[google.cloud.vision_v1.types.product_search_service.ImportProductSetsInputConfig] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.api_core.operation.Operation[source]¶

Asynchronous API that imports a list of reference images to specified product sets based on a list of image information.

The [google.longrunning.Operation][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][google.cloud.vision.v1.ImportProductSetsGcsSource.csv_file_uri].

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_import_product_sets():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    request = vision_v1.ImportProductSetsRequest(
        parent="parent_value",
    )

    # Make the request
    operation = client.import_product_sets(request=request)

    print("Waiting for operation to complete...")

    response = operation.result()

    # Handle the response
    print(response)

Parameters

request (Union[google.cloud.vision_v1.types.ImportProductSetsRequest, dict]) – The request object. Request message for the ImportProductSets method.
parent (str) –
Required. The project in which the ProductSets should be imported.

Format is projects/PROJECT_ID/locations/LOC_ID.

This corresponds to the parent field on the request instance; if request is provided, this should not be set.
input_config (google.cloud.vision_v1.types.ImportProductSetsInputConfig) –
Required. The input content for the list of requests.

This corresponds to the input_config field on the request instance; if request is provided, this should not be set.
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

An object representing a long-running operation.

The result type for the operation will be google.cloud.vision_v1.types.ImportProductSetsResponse Response message for the ImportProductSets method.

This message is returned by the [google.longrunning.Operations.GetOperation][google.longrunning.Operations.GetOperation] method in the returned [google.longrunning.Operation.response][google.longrunning.Operation.response] field.

Return type

list_product_sets(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.ListProductSetsRequest, dict]] = None, *, parent: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.services.product_search.pagers.ListProductSetsPager[source]¶

Lists ProductSets in an unspecified order.

Possible errors:

Returns INVALID_ARGUMENT if page_size is greater than 100, or less than 1.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_list_product_sets():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    request = vision_v1.ListProductSetsRequest(
        parent="parent_value",
    )

    # Make the request
    page_result = client.list_product_sets(request=request)

    # Handle the response
    for response in page_result:
        print(response)

Parameters

request (Union[google.cloud.vision_v1.types.ListProductSetsRequest, dict]) – The request object. Request message for the ListProductSets method.
parent (str) –
Required. The project from which ProductSets should be listed.

Format is projects/PROJECT_ID/locations/LOC_ID.

This corresponds to the parent field on the request instance; if request is provided, this should not be set.
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

Response message for the ListProductSets method.

Iterating over this object will yield results and resolve additional pages automatically.

Return type

google.cloud.vision_v1.services.product_search.pagers.ListProductSetsPager

list_products(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.ListProductsRequest, dict]] = None, *, parent: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.services.product_search.pagers.ListProductsPager[source]¶

Lists products in an unspecified order.

Possible errors:

Returns INVALID_ARGUMENT if page_size is greater than 100 or less than 1.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_list_products():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    request = vision_v1.ListProductsRequest(
        parent="parent_value",
    )

    # Make the request
    page_result = client.list_products(request=request)

    # Handle the response
    for response in page_result:
        print(response)

Parameters

request (Union[google.cloud.vision_v1.types.ListProductsRequest, dict]) – The request object. Request message for the ListProducts method.
parent (str) –
Required. The project OR ProductSet from which Products should be listed.

Format: projects/PROJECT_ID/locations/LOC_ID

This corresponds to the parent field on the request instance; if request is provided, this should not be set.
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

Response message for the ListProducts method.

Iterating over this object will yield results and resolve additional pages automatically.

Return type

google.cloud.vision_v1.services.product_search.pagers.ListProductsPager

list_products_in_product_set(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.ListProductsInProductSetRequest, dict]] = None, *, name: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.services.product_search.pagers.ListProductsInProductSetPager[source]¶

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.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_list_products_in_product_set():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    request = vision_v1.ListProductsInProductSetRequest(
        name="name_value",
    )

    # Make the request
    page_result = client.list_products_in_product_set(request=request)

    # Handle the response
    for response in page_result:
        print(response)

Parameters

request (Union[google.cloud.vision_v1.types.ListProductsInProductSetRequest, dict]) – The request object. Request message for the ListProductsInProductSet method.
name (str) –
Required. The ProductSet resource for which to retrieve Products.

Format is: projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID

This corresponds to the name field on the request instance; if request is provided, this should not be set.
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

Response message for the ListProductsInProductSet method.

Iterating over this object will yield results and resolve additional pages automatically.

Return type

google.cloud.vision_v1.services.product_search.pagers.ListProductsInProductSetPager

list_reference_images(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.ListReferenceImagesRequest, dict]] = None, *, parent: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.services.product_search.pagers.ListReferenceImagesPager[source]¶

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.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_list_reference_images():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    request = vision_v1.ListReferenceImagesRequest(
        parent="parent_value",
    )

    # Make the request
    page_result = client.list_reference_images(request=request)

    # Handle the response
    for response in page_result:
        print(response)

Parameters

request (Union[google.cloud.vision_v1.types.ListReferenceImagesRequest, dict]) – The request object. Request message for the ListReferenceImages method.
parent (str) –
Required. Resource name of the product containing the reference images.

Format is projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID.

This corresponds to the parent field on the request instance; if request is provided, this should not be set.
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

Response message for the ListReferenceImages method.

Iterating over this object will yield results and resolve additional pages automatically.

Return type

google.cloud.vision_v1.services.product_search.pagers.ListReferenceImagesPager

static parse_common_billing_account_path(path: str) → Dict[str, str][source]¶: Parse a billing_account path into its component segments.

static parse_common_folder_path(path: str) → Dict[str, str][source]¶: Parse a folder path into its component segments.

static parse_common_location_path(path: str) → Dict[str, str][source]¶: Parse a location path into its component segments.

static parse_common_organization_path(path: str) → Dict[str, str][source]¶: Parse a organization path into its component segments.

static parse_common_project_path(path: str) → Dict[str, str][source]¶: Parse a project path into its component segments.

static parse_product_path(path: str) → Dict[str, str][source]¶: Parses a product path into its component segments.

static parse_product_set_path(path: str) → Dict[str, str][source]¶: Parses a product_set path into its component segments.

static parse_reference_image_path(path: str) → Dict[str, str][source]¶: Parses a reference_image path into its component segments.

static product_path(project: str, location: str, product: str) → str[source]¶: Returns a fully-qualified product string.

static product_set_path(project: str, location: str, product_set: str) → str[source]¶: Returns a fully-qualified product_set string.

purge_products(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.PurgeProductsRequest, dict]] = None, *, parent: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.api_core.operation.Operation[source]¶

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][google.longrunning.Operation] API can be used to keep track of the progress and results of the request. Operation.metadata contains BatchOperationMetadata. (progress)

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_purge_products():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    request = vision_v1.PurgeProductsRequest(
        parent="parent_value",
    )

    # Make the request
    operation = client.purge_products(request=request)

    print("Waiting for operation to complete...")

    response = operation.result()

    # Handle the response
    print(response)

Parameters

request (Union[google.cloud.vision_v1.types.PurgeProductsRequest, dict]) – The request object. Request message for the PurgeProducts method.
parent (str) –
Required. The project and location in which the Products should be deleted.

Format is projects/PROJECT_ID/locations/LOC_ID.

This corresponds to the parent field on the request instance; if request is provided, this should not be set.
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

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);

}

Return type

google.api_core.operation.Operation

static reference_image_path(project: str, location: str, product: str, reference_image: str) → str[source]¶: Returns a fully-qualified reference_image string.

remove_product_from_product_set(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.RemoveProductFromProductSetRequest, dict]] = None, *, name: Optional[str] = None, product: Optional[str] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → None[source]¶

Removes a Product from the specified ProductSet.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_remove_product_from_product_set():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    request = vision_v1.RemoveProductFromProductSetRequest(
        name="name_value",
        product="product_value",
    )

    # Make the request
    client.remove_product_from_product_set(request=request)

Parameters

request (Union[google.cloud.vision_v1.types.RemoveProductFromProductSetRequest, dict]) – The request object. Request message for the RemoveProductFromProductSet method.
name (str) –
Required. The resource name for the ProductSet to modify.

Format is: projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID

This corresponds to the name field on the request instance; if request is provided, this should not be set.
product (str) –
Required. The resource name for the Product to be removed from this ProductSet.

Format is: projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID

This corresponds to the product field on the request instance; if request is provided, this should not be set.
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.

property transport: google.cloud.vision_v1.services.product_search.transports.base.ProductSearchTransport¶

Returns the transport used by the client instance.

Returns

The transport used by the client: instance.

Return type

ProductSearchTransport

property universe_domain: str¶

Return the universe domain used by the client instance.

Returns: The universe domain used by the client instance.
Return type: str

update_product(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.UpdateProductRequest, dict]] = None, *, product: Optional[google.cloud.vision_v1.types.product_search_service.Product] = None, update_mask: Optional[google.protobuf.field_mask_pb2.FieldMask] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.types.product_search_service.Product[source]¶

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.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_update_product():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    request = vision_v1.UpdateProductRequest(
    )

    # Make the request
    response = client.update_product(request=request)

    # Handle the response
    print(response)

Parameters

request (Union[google.cloud.vision_v1.types.UpdateProductRequest, dict]) – The request object. Request message for the UpdateProduct method.
product (google.cloud.vision_v1.types.Product) –
Required. The Product resource which replaces the one on the server. product.name is immutable.

This corresponds to the product field on the request instance; if request is provided, this should not be set.
update_mask (google.protobuf.field_mask_pb2.FieldMask) –
The [FieldMask][google.protobuf.FieldMask] that specifies which fields to update. If update_mask isn’t specified, all mutable fields are to be updated. Valid mask paths include product_labels, display_name, and description.

This corresponds to the update_mask field on the request instance; if request is provided, this should not be set.
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

A Product contains ReferenceImages.

Return type

update_product_set(request: Optional[Union[google.cloud.vision_v1.types.product_search_service.UpdateProductSetRequest, dict]] = None, *, product_set: Optional[google.cloud.vision_v1.types.product_search_service.ProductSet] = None, update_mask: Optional[google.protobuf.field_mask_pb2.FieldMask] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.vision_v1.types.product_search_service.ProductSet[source]¶

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.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1

def sample_update_product_set():
    # Create a client
    client = vision_v1.ProductSearchClient()

    # Initialize request argument(s)
    request = vision_v1.UpdateProductSetRequest(
    )

    # Make the request
    response = client.update_product_set(request=request)

    # Handle the response
    print(response)

Parameters

request (Union[google.cloud.vision_v1.types.UpdateProductSetRequest, dict]) – The request object. Request message for the UpdateProductSet method.
product_set (google.cloud.vision_v1.types.ProductSet) –
Required. The ProductSet resource which replaces the one on the server.

This corresponds to the product_set field on the request instance; if request is provided, this should not be set.
update_mask (google.protobuf.field_mask_pb2.FieldMask) –
The [FieldMask][google.protobuf.FieldMask] that specifies which fields to update. If update_mask isn’t specified, all mutable fields are to be updated. Valid mask path is display_name.

This corresponds to the update_mask field on the request instance; if request is provided, this should not be set.
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

A ProductSet contains Products. A ProductSet can contain a maximum of 1 million reference images. If the limit is exceeded, periodic indexing will fail.

Return type