Class ProductSearchClient (0.42.0)

ProductSearchClient(
    transport=None,
    channel=None,
    credentials=None,
    client_config=None,
    client_info=None,
    client_options=None,
)

Manages Products and ProductSets of reference images for use in product search. It uses the following resource model:

The API has a collection of ProductSet resources, named projects/*/locations/*/productSets/*, which acts as a way to put different products into groups to limit identification.

In parallel,

The API has a collection of Product resources, named projects/*/locations/*/products/*
Each Product has a collection of ReferenceImage resources, named projects/*/locations/*/products/*/referenceImages/*

Methods

ProductSearchClient

ProductSearchClient(
    transport=None,
    channel=None,
    credentials=None,
    client_config=None,
    client_info=None,
    client_options=None,
)

Constructor.

Parameters
Name	Description
`channel`	`grpc.Channel` DEPRECATED. A `Channel` instance through which to make calls. This argument is mutually exclusive with `credentials`; providing both will raise an exception.
`credentials`	`google.auth.credentials.Credentials` The authorization credentials to attach to requests. These credentials identify this application to the service. If none are specified, the client will attempt to ascertain the credentials from the environment. This argument is mutually exclusive with providing a transport instance to `transport`; doing so will raise an exception.
`client_config`	`dict` DEPRECATED. A dictionary of call options for each method. If not specified, the default configuration is used.
`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.
`client_options`	`Union[dict, google.api_core.client_options.ClientOptions]` Client options used to set user options on the client. API Endpoint should be set through client_options.

add_product_to_product_set

add_product_to_product_set(name, product, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

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.

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

name = client.product_set_path('[PROJECT]', '[LOCATION]', '[PRODUCT_SET]') product = client.product_path('[PROJECT]', '[LOCATION]', '[PRODUCT]')

client.add_product_to_product_set(name, product)

Parameters
Name	Description
`name`	`str` Required. The resource name for the ProductSet to modify. Format is: `projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID`
`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`
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

create_product

create_product(parent, product, product_id=None, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

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.

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

parent = client.location_path('[PROJECT]', '[LOCATION]')

TODO: Initialize product:

product = {}

response = client.create_product(parent, product)

Parameters
Name	Description
`parent`	`str` Required. The project in which the Product should be created. Format is `projects/PROJECT_ID/locations/LOC_ID`.
`product`	`Union[dict, Product]` Required. The product to create. If a dict is provided, it must be of the same form as the protobuf message Product
`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 `/`.
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

create_product_set

create_product_set(parent, product_set, product_set_id=None, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

Creates and returns a new ProductSet resource.

Possible errors:

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

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

parent = client.location_path('[PROJECT]', '[LOCATION]')

TODO: Initialize product_set:

product_set = {}

response = client.create_product_set(parent, product_set)

Parameters
Name	Description
`parent`	`str` Required. The project in which the ProductSet should be created. Format is `projects/PROJECT_ID/locations/LOC_ID`.
`product_set`	`Union[dict, ProductSet]` Required. The ProductSet to create. If a dict is provided, it must be of the same form as the protobuf message ProductSet
`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 `/`.
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

create_reference_image

create_reference_image(parent, reference_image, reference_image_id=None, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

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.

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

parent = client.product_path('[PROJECT]', '[LOCATION]', '[PRODUCT]')

TODO: Initialize reference_image:

reference_image = {}

response = client.create_reference_image(parent, reference_image)

Parameters
Name	Description
`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`.
`reference_image`	`Union[dict, ReferenceImage]` Required. The reference image to create. If an image ID is specified, it is ignored. If a dict is provided, it must be of the same form as the protobuf message ReferenceImage
`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 `/`.
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

delete_product

delete_product(name, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

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.

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

name = client.product_path('[PROJECT]', '[LOCATION]', '[PRODUCT]')

client.delete_product(name)

Parameters
Name	Description
`name`	`str` Required. Resource name of product to delete. Format is: `projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID`
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

delete_product_set

delete_product_set(name, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

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

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

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

name = client.product_set_path('[PROJECT]', '[LOCATION]', '[PRODUCT_SET]')

client.delete_product_set(name)

Parameters
Name	Description
`name`	`str` Required. Resource name of the ProductSet to delete. Format is: `projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID`
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

delete_reference_image

delete_reference_image(name, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

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.

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

name = client.reference_image_path('[PROJECT]', '[LOCATION]', '[PRODUCT]', '[REFERENCE_IMAGE]')

client.delete_reference_image(name)

Parameters
Name	Description
`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`
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

from_service_account_file

from_service_account_file(filename, *args, **kwargs)

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

Parameter
Name	Description
`filename`	`str` The path to the service account private key json file.

Returns
Type	Description
`ProductSearchClient`	The constructed client.

from_service_account_json

from_service_account_json(filename, *args, **kwargs)

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

Parameter
Name	Description
`filename`	`str` The path to the service account private key json file.

Returns
Type	Description
`ProductSearchClient`	The constructed client.

get_product

get_product(name, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

Gets information associated with a Product.

Possible errors:

Returns NOT_FOUND if the Product does not exist.

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

name = client.product_path('[PROJECT]', '[LOCATION]', '[PRODUCT]')

response = client.get_product(name)

Parameters
Name	Description
`name`	`str` Required. Resource name of the Product to get. Format is: `projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID`
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

get_product_set

get_product_set(name, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

Gets information associated with a ProductSet.

Possible errors:

Returns NOT_FOUND if the ProductSet does not exist.

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

name = client.product_set_path('[PROJECT]', '[LOCATION]', '[PRODUCT_SET]')

response = client.get_product_set(name)

Parameters
Name	Description
`name`	`str` Required. Resource name of the ProductSet to get. Format is: `projects/PROJECT_ID/locations/LOG_ID/productSets/PRODUCT_SET_ID`
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

get_reference_image

get_reference_image(name, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

Gets information associated with a ReferenceImage.

Possible errors:

Returns NOT_FOUND if the specified image does not exist.

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

name = client.reference_image_path('[PROJECT]', '[LOCATION]', '[PRODUCT]', '[REFERENCE_IMAGE]')

response = client.get_reference_image(name)

Parameters
Name	Description
`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`.
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

import_product_sets

import_product_sets(parent, input_config, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

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

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

The input source of this method is a csv file on Google Cloud Storage. For the format of the csv file please see ImportProductSetsGcsSource.csv_file_uri.

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

parent = client.location_path('[PROJECT]', '[LOCATION]')

TODO: Initialize input_config:

input_config = {}

response = client.import_product_sets(parent, input_config)

def callback(operation_future): ... # Handle result. ... result = operation_future.result()

response.add_done_callback(callback)

Handle metadata.

metadata = response.metadata()

Parameters
Name	Description
`parent`	`str` Required. The project in which the ProductSets should be imported. Format is `projects/PROJECT_ID/locations/LOC_ID`.
`input_config`	`Union[dict, ImportProductSetsInputConfig]` Required. The input content for the list of requests. If a dict is provided, it must be of the same form as the protobuf message ImportProductSetsInputConfig
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

list_product_sets

list_product_sets(parent, page_size=None, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

Lists ProductSets in an unspecified order.

Possible errors:

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

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

parent = client.location_path('[PROJECT]', '[LOCATION]')

Iterate over all results

for element in client.list_product_sets(parent): ... # process element ... pass

Alternatively:

Iterate over results one page at a time

for page in client.list_product_sets(parent).pages: ... for element in page: ... # process element ... pass

Parameters
Name	Description
`parent`	`str` Required. The project from which ProductSets should be listed. Format is `projects/PROJECT_ID/locations/LOC_ID`.
`page_size`	`int` The maximum number of resources contained in the underlying API response. If page streaming is performed per- resource, this parameter does not affect the return value. If page streaming is performed per-page, this determines the maximum number of resources in a page.
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

list_products

list_products(parent, page_size=None, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

Lists products in an unspecified order.

Possible errors:

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

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

parent = client.location_path('[PROJECT]', '[LOCATION]')

Iterate over all results

for element in client.list_products(parent): ... # process element ... pass

Alternatively:

Iterate over results one page at a time

for page in client.list_products(parent).pages: ... for element in page: ... # process element ... pass

Parameters
Name	Description
`parent`	`str` Required. The project OR ProductSet from which Products should be listed. Format: `projects/PROJECT_ID/locations/LOC_ID`
`page_size`	`int` The maximum number of resources contained in the underlying API response. If page streaming is performed per- resource, this parameter does not affect the return value. If page streaming is performed per-page, this determines the maximum number of resources in a page.
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

list_products_in_product_set

list_products_in_product_set(name, page_size=None, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

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.

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

name = client.product_set_path('[PROJECT]', '[LOCATION]', '[PRODUCT_SET]')

Iterate over all results

for element in client.list_products_in_product_set(name): ... # process element ... pass

Alternatively:

Iterate over results one page at a time

for page in client.list_products_in_product_set(name).pages: ... for element in page: ... # process element ... pass

Parameters
Name	Description
`name`	`str` Required. The ProductSet resource for which to retrieve Products. Format is: `projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID`
`page_size`	`int` The maximum number of resources contained in the underlying API response. If page streaming is performed per- resource, this parameter does not affect the return value. If page streaming is performed per-page, this determines the maximum number of resources in a page.
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

list_reference_images

list_reference_images(parent, page_size=None, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

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.

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

parent = client.product_path('[PROJECT]', '[LOCATION]', '[PRODUCT]')

Iterate over all results

for element in client.list_reference_images(parent): ... # process element ... pass

Alternatively:

Iterate over results one page at a time

for page in client.list_reference_images(parent).pages: ... for element in page: ... # process element ... pass

Parameters
Name	Description
`parent`	`str` Required. Resource name of the product containing the reference images. Format is `projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID`.
`page_size`	`int` The maximum number of resources contained in the underlying API response. If page streaming is performed per- resource, this parameter does not affect the return value. If page streaming is performed per-page, this determines the maximum number of resources in a page.
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

location_path

location_path(project, location)

Return a fully-qualified location string.

product_path

product_path(project, location, product)

Return a fully-qualified product string.

product_set_path

product_set_path(project, location, product_set)

Return a fully-qualified product_set string.

purge_products

purge_products(parent, product_set_purge_config=None, delete_orphan_products=None, force=None, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

Asynchronous API to delete all Products in a ProductSet or all Products that are in no ProductSet.

If a Product is a member of the specified ProductSet in addition to other ProductSets, the Product will still be deleted.

It is recommended to not delete the specified ProductSet until after this operation has completed. It is also recommended to not add any of the Products involved in the batch delete to a new ProductSet while this operation is running because those Products may still end up deleted.

It's not possible to undo the PurgeProducts operation. Therefore, it is recommended to keep the csv files used in ImportProductSets (if that was how you originally built the Product Set) before starting PurgeProducts, in case you need to re-import the data after deletion.

If the plan is to purge all of the Products from a ProductSet and then re-use the empty ProductSet to re-import new Products into the empty ProductSet, you must wait until the PurgeProducts operation has finished for that ProductSet.

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

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

parent = client.location_path('[PROJECT]', '[LOCATION]')

response = client.purge_products(parent)

def callback(operation_future): ... # Handle result. ... result = operation_future.result()

response.add_done_callback(callback)

Handle metadata.

metadata = response.metadata()

Parameters
Name	Description
`parent`	`str` Required. The project and location in which the Products should be deleted. Format is `projects/PROJECT_ID/locations/LOC_ID`.
`product_set_purge_config`	`Union[dict, ProductSetPurgeConfig]` Specify which ProductSet contains the Products to be deleted. If a dict is provided, it must be of the same form as the protobuf message ProductSetPurgeConfig
`delete_orphan_products`	`bool` If delete_orphan_products is true, all Products that are not in any ProductSet will be deleted.
`force`	`bool` The default value is false. Override this value to true to actually perform the purge.
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

reference_image_path

reference_image_path(project, location, product, reference_image)

Return a fully-qualified reference_image string.

remove_product_from_product_set

remove_product_from_product_set(name, product, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

Removes a Product from the specified ProductSet.

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

name = client.product_set_path('[PROJECT]', '[LOCATION]', '[PRODUCT_SET]') product = client.product_path('[PROJECT]', '[LOCATION]', '[PRODUCT]')

client.remove_product_from_product_set(name, product)

Parameters
Name	Description
`name`	`str` Required. The resource name for the ProductSet to modify. Format is: `projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID`
`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`
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

update_product

update_product(product, update_mask=None, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

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.

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

TODO: Initialize product:

product = {}

response = client.update_product(product)

Parameters
Name	Description
`product`	`Union[dict, Product]` Required. The Product resource which replaces the one on the server. product.name is immutable. If a dict is provided, it must be of the same form as the protobuf message Product
`update_mask`	`Union[dict, FieldMask]` The `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`. If a dict is provided, it must be of the same form as the protobuf message FieldMask
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

update_product_set

update_product_set(product_set, update_mask=None, retry=<_MethodDefault._DEFAULT_VALUE: <object object>>, timeout=<_MethodDefault._DEFAULT_VALUE: <object object>>, metadata=None)

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.

.. rubric:: Example

from google.cloud import vision_v1

client = vision_v1.ProductSearchClient()

TODO: Initialize product_set:

product_set = {}

response = client.update_product_set(product_set)

Parameters
Name	Description
`product_set`	`Union[dict, ProductSet]` Required. The ProductSet resource which replaces the one on the server. If a dict is provided, it must be of the same form as the protobuf message ProductSet
`update_mask`	`Union[dict, FieldMask]` The `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`. If a dict is provided, it must be of the same form as the protobuf message FieldMask
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will be retried using a default configuration.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

Class ProductSearchClient (0.42.0)

Methods

ProductSearchClient

add_product_to_product_set

create_product

TODO: Initialize product:

create_product_set

TODO: Initialize product_set:

create_reference_image

TODO: Initialize reference_image:

delete_product

delete_product_set

delete_reference_image

from_service_account_file

from_service_account_json

get_product

get_product_set

get_reference_image

import_product_sets

TODO: Initialize input_config:

Handle metadata.

list_product_sets

Iterate over all results

Alternatively:

Iterate over results one page at a time

list_products

Iterate over all results

Alternatively:

Iterate over results one page at a time

list_products_in_product_set

Iterate over all results

Alternatively:

Iterate over results one page at a time

list_reference_images

Iterate over all results

Alternatively:

Iterate over results one page at a time

location_path

product_path

product_set_path

purge_products

Handle metadata.

reference_image_path

remove_product_from_product_set

update_product

TODO: Initialize product:

update_product_set

TODO: Initialize product_set:

TODO: Initialize `product`:

TODO: Initialize `product_set`:

TODO: Initialize `reference_image`:

TODO: Initialize `input_config`:

TODO: Initialize `product`:

TODO: Initialize `product_set`: