Package Classes (0.1.0)

Service describing handlers for resources

Service describing handlers for resources

A pager for iterating through list_applications requests.

This class thinly wraps an initial ListApplicationsResponse object, and provides an __aiter__ method to iterate through its applications field.

If there are more pages, the __aiter__ method will make additional ListApplications requests and continue to iterate through the applications field on the corresponding responses.

All the usual ListApplicationsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_applications requests.

This class thinly wraps an initial ListApplicationsResponse object, and provides an __iter__ method to iterate through its applications field.

If there are more pages, the __iter__ method will make additional ListApplications requests and continue to iterate through the applications field on the corresponding responses.

All the usual ListApplicationsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_drafts requests.

This class thinly wraps an initial ListDraftsResponse object, and provides an __aiter__ method to iterate through its drafts field.

If there are more pages, the __aiter__ method will make additional ListDrafts requests and continue to iterate through the drafts field on the corresponding responses.

All the usual ListDraftsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_drafts requests.

This class thinly wraps an initial ListDraftsResponse object, and provides an __iter__ method to iterate through its drafts field.

If there are more pages, the __iter__ method will make additional ListDrafts requests and continue to iterate through the drafts field on the corresponding responses.

All the usual ListDraftsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_instances requests.

This class thinly wraps an initial ListInstancesResponse object, and provides an __aiter__ method to iterate through its instances field.

If there are more pages, the __aiter__ method will make additional ListInstances requests and continue to iterate through the instances field on the corresponding responses.

All the usual ListInstancesResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_instances requests.

This class thinly wraps an initial ListInstancesResponse object, and provides an __iter__ method to iterate through its instances field.

If there are more pages, the __iter__ method will make additional ListInstances requests and continue to iterate through the instances field on the corresponding responses.

All the usual ListInstancesResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_processors requests.

This class thinly wraps an initial ListProcessorsResponse object, and provides an __aiter__ method to iterate through its processors field.

If there are more pages, the __aiter__ method will make additional ListProcessors requests and continue to iterate through the processors field on the corresponding responses.

All the usual ListProcessorsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_processors requests.

This class thinly wraps an initial ListProcessorsResponse object, and provides an __iter__ method to iterate through its processors field.

If there are more pages, the __iter__ method will make additional ListProcessors requests and continue to iterate through the processors field on the corresponding responses.

All the usual ListProcessorsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

HealthCheckService provides an interface for Vertex AI Vision Cluster Health Check.

HealthCheckService provides an interface for Vertex AI Vision Cluster Health Check.

Service describing handlers for resources. The service enables clients to run Live Video Analytics (LVA) on the streaming inputs.

Service describing handlers for resources. The service enables clients to run Live Video Analytics (LVA) on the streaming inputs.

A pager for iterating through list_analyses requests.

This class thinly wraps an initial ListAnalysesResponse object, and provides an __aiter__ method to iterate through its analyses field.

If there are more pages, the __aiter__ method will make additional ListAnalyses requests and continue to iterate through the analyses field on the corresponding responses.

All the usual ListAnalysesResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_analyses requests.

This class thinly wraps an initial ListAnalysesResponse object, and provides an __iter__ method to iterate through its analyses field.

If there are more pages, the __iter__ method will make additional ListAnalyses requests and continue to iterate through the analyses field on the corresponding responses.

All the usual ListAnalysesResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_operators requests.

This class thinly wraps an initial ListOperatorsResponse object, and provides an __aiter__ method to iterate through its operators field.

If there are more pages, the __aiter__ method will make additional ListOperators requests and continue to iterate through the operators field on the corresponding responses.

All the usual ListOperatorsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_operators requests.

This class thinly wraps an initial ListOperatorsResponse object, and provides an __iter__ method to iterate through its operators field.

If there are more pages, the __iter__ method will make additional ListOperators requests and continue to iterate through the operators field on the corresponding responses.

All the usual ListOperatorsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_processes requests.

This class thinly wraps an initial ListProcessesResponse object, and provides an __aiter__ method to iterate through its processes field.

If there are more pages, the __aiter__ method will make additional ListProcesses requests and continue to iterate through the processes field on the corresponding responses.

All the usual ListProcessesResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_processes requests.

This class thinly wraps an initial ListProcessesResponse object, and provides an __iter__ method to iterate through its processes field.

If there are more pages, the __iter__ method will make additional ListProcesses requests and continue to iterate through the processes field on the corresponding responses.

All the usual ListProcessesResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_public_operators requests.

This class thinly wraps an initial ListPublicOperatorsResponse object, and provides an __aiter__ method to iterate through its operators field.

If there are more pages, the __aiter__ method will make additional ListPublicOperators requests and continue to iterate through the operators field on the corresponding responses.

All the usual ListPublicOperatorsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_public_operators requests.

This class thinly wraps an initial ListPublicOperatorsResponse object, and provides an __iter__ method to iterate through its operators field.

If there are more pages, the __iter__ method will make additional ListPublicOperators requests and continue to iterate through the operators field on the corresponding responses.

All the usual ListPublicOperatorsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

Streaming service for receiving and sending packets.

Streaming service for receiving and sending packets.

Service describing handlers for resources. Vision API and Vision AI API are two independent APIs developed by the same team. Vision API is for people to annotate their image while Vision AI is an e2e solution for customer to build their own computer vision application.

Service describing handlers for resources. Vision API and Vision AI API are two independent APIs developed by the same team. Vision API is for people to annotate their image while Vision AI is an e2e solution for customer to build their own computer vision application.

A pager for iterating through list_clusters requests.

This class thinly wraps an initial ListClustersResponse object, and provides an __aiter__ method to iterate through its clusters field.

If there are more pages, the __aiter__ method will make additional ListClusters requests and continue to iterate through the clusters field on the corresponding responses.

All the usual ListClustersResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_clusters requests.

This class thinly wraps an initial ListClustersResponse object, and provides an __iter__ method to iterate through its clusters field.

If there are more pages, the __iter__ method will make additional ListClusters requests and continue to iterate through the clusters field on the corresponding responses.

All the usual ListClustersResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_events requests.

This class thinly wraps an initial ListEventsResponse object, and provides an __aiter__ method to iterate through its events field.

If there are more pages, the __aiter__ method will make additional ListEvents requests and continue to iterate through the events field on the corresponding responses.

All the usual ListEventsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_events requests.

This class thinly wraps an initial ListEventsResponse object, and provides an __iter__ method to iterate through its events field.

If there are more pages, the __iter__ method will make additional ListEvents requests and continue to iterate through the events field on the corresponding responses.

All the usual ListEventsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_series requests.

This class thinly wraps an initial ListSeriesResponse object, and provides an __aiter__ method to iterate through its series field.

If there are more pages, the __aiter__ method will make additional ListSeries requests and continue to iterate through the series field on the corresponding responses.

All the usual ListSeriesResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_series requests.

This class thinly wraps an initial ListSeriesResponse object, and provides an __iter__ method to iterate through its series field.

If there are more pages, the __iter__ method will make additional ListSeries requests and continue to iterate through the series field on the corresponding responses.

All the usual ListSeriesResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_streams requests.

This class thinly wraps an initial ListStreamsResponse object, and provides an __aiter__ method to iterate through its streams field.

If there are more pages, the __aiter__ method will make additional ListStreams requests and continue to iterate through the streams field on the corresponding responses.

All the usual ListStreamsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_streams requests.

This class thinly wraps an initial ListStreamsResponse object, and provides an __iter__ method to iterate through its streams field.

If there are more pages, the __iter__ method will make additional ListStreams requests and continue to iterate through the streams field on the corresponding responses.

All the usual ListStreamsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

Service that manages media content + metadata for streaming.

Service that manages media content + metadata for streaming.

A pager for iterating through list_annotations requests.

This class thinly wraps an initial ListAnnotationsResponse object, and provides an __aiter__ method to iterate through its annotations field.

If there are more pages, the __aiter__ method will make additional ListAnnotations requests and continue to iterate through the annotations field on the corresponding responses.

All the usual ListAnnotationsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_annotations requests.

This class thinly wraps an initial ListAnnotationsResponse object, and provides an __iter__ method to iterate through its annotations field.

If there are more pages, the __iter__ method will make additional ListAnnotations requests and continue to iterate through the annotations field on the corresponding responses.

All the usual ListAnnotationsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_assets requests.

This class thinly wraps an initial ListAssetsResponse object, and provides an __aiter__ method to iterate through its assets field.

If there are more pages, the __aiter__ method will make additional ListAssets requests and continue to iterate through the assets field on the corresponding responses.

All the usual ListAssetsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_assets requests.

This class thinly wraps an initial ListAssetsResponse object, and provides an __iter__ method to iterate through its assets field.

If there are more pages, the __iter__ method will make additional ListAssets requests and continue to iterate through the assets field on the corresponding responses.

All the usual ListAssetsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_collections requests.

This class thinly wraps an initial ListCollectionsResponse object, and provides an __aiter__ method to iterate through its collections field.

If there are more pages, the __aiter__ method will make additional ListCollections requests and continue to iterate through the collections field on the corresponding responses.

All the usual ListCollectionsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_collections requests.

This class thinly wraps an initial ListCollectionsResponse object, and provides an __iter__ method to iterate through its collections field.

If there are more pages, the __iter__ method will make additional ListCollections requests and continue to iterate through the collections field on the corresponding responses.

All the usual ListCollectionsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_corpora requests.

This class thinly wraps an initial ListCorporaResponse object, and provides an __aiter__ method to iterate through its corpora field.

If there are more pages, the __aiter__ method will make additional ListCorpora requests and continue to iterate through the corpora field on the corresponding responses.

All the usual ListCorporaResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_corpora requests.

This class thinly wraps an initial ListCorporaResponse object, and provides an __iter__ method to iterate through its corpora field.

If there are more pages, the __iter__ method will make additional ListCorpora requests and continue to iterate through the corpora field on the corresponding responses.

All the usual ListCorporaResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_data_schemas requests.

This class thinly wraps an initial ListDataSchemasResponse object, and provides an __aiter__ method to iterate through its data_schemas field.

If there are more pages, the __aiter__ method will make additional ListDataSchemas requests and continue to iterate through the data_schemas field on the corresponding responses.

All the usual ListDataSchemasResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_data_schemas requests.

This class thinly wraps an initial ListDataSchemasResponse object, and provides an __iter__ method to iterate through its data_schemas field.

If there are more pages, the __iter__ method will make additional ListDataSchemas requests and continue to iterate through the data_schemas field on the corresponding responses.

All the usual ListDataSchemasResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_index_endpoints requests.

This class thinly wraps an initial ListIndexEndpointsResponse object, and provides an __aiter__ method to iterate through its index_endpoints field.

If there are more pages, the __aiter__ method will make additional ListIndexEndpoints requests and continue to iterate through the index_endpoints field on the corresponding responses.

All the usual ListIndexEndpointsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_index_endpoints requests.

This class thinly wraps an initial ListIndexEndpointsResponse object, and provides an __iter__ method to iterate through its index_endpoints field.

If there are more pages, the __iter__ method will make additional ListIndexEndpoints requests and continue to iterate through the index_endpoints field on the corresponding responses.

All the usual ListIndexEndpointsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_indexes requests.

This class thinly wraps an initial ListIndexesResponse object, and provides an __aiter__ method to iterate through its indexes field.

If there are more pages, the __aiter__ method will make additional ListIndexes requests and continue to iterate through the indexes field on the corresponding responses.

All the usual ListIndexesResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_indexes requests.

This class thinly wraps an initial ListIndexesResponse object, and provides an __iter__ method to iterate through its indexes field.

If there are more pages, the __iter__ method will make additional ListIndexes requests and continue to iterate through the indexes field on the corresponding responses.

All the usual ListIndexesResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_search_configs requests.

This class thinly wraps an initial ListSearchConfigsResponse object, and provides an __aiter__ method to iterate through its search_configs field.

If there are more pages, the __aiter__ method will make additional ListSearchConfigs requests and continue to iterate through the search_configs field on the corresponding responses.

All the usual ListSearchConfigsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_search_configs requests.

This class thinly wraps an initial ListSearchConfigsResponse object, and provides an __iter__ method to iterate through its search_configs field.

If there are more pages, the __iter__ method will make additional ListSearchConfigs requests and continue to iterate through the search_configs field on the corresponding responses.

All the usual ListSearchConfigsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_search_hypernyms requests.

This class thinly wraps an initial ListSearchHypernymsResponse object, and provides an __aiter__ method to iterate through its search_hypernyms field.

If there are more pages, the __aiter__ method will make additional ListSearchHypernyms requests and continue to iterate through the search_hypernyms field on the corresponding responses.

All the usual ListSearchHypernymsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_search_hypernyms requests.

This class thinly wraps an initial ListSearchHypernymsResponse object, and provides an __iter__ method to iterate through its search_hypernyms field.

If there are more pages, the __iter__ method will make additional ListSearchHypernyms requests and continue to iterate through the search_hypernyms field on the corresponding responses.

All the usual ListSearchHypernymsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through search_assets requests.

This class thinly wraps an initial SearchAssetsResponse object, and provides an __aiter__ method to iterate through its search_result_items field.

If there are more pages, the __aiter__ method will make additional SearchAssets requests and continue to iterate through the search_result_items field on the corresponding responses.

All the usual SearchAssetsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through search_assets requests.

This class thinly wraps an initial SearchAssetsResponse object, and provides an __iter__ method to iterate through its search_result_items field.

If there are more pages, the __iter__ method will make additional SearchAssets requests and continue to iterate through the search_result_items field on the corresponding responses.

All the usual SearchAssetsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through search_index_endpoint requests.

This class thinly wraps an initial SearchIndexEndpointResponse object, and provides an __aiter__ method to iterate through its search_result_items field.

If there are more pages, the __aiter__ method will make additional SearchIndexEndpoint requests and continue to iterate through the search_result_items field on the corresponding responses.

All the usual SearchIndexEndpointResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through search_index_endpoint requests.

This class thinly wraps an initial SearchIndexEndpointResponse object, and provides an __iter__ method to iterate through its search_result_items field.

If there are more pages, the __iter__ method will make additional SearchIndexEndpoint requests and continue to iterate through the search_result_items field on the corresponding responses.

All the usual SearchIndexEndpointResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through view_collection_items requests.

This class thinly wraps an initial ViewCollectionItemsResponse object, and provides an __aiter__ method to iterate through its items field.

If there are more pages, the __aiter__ method will make additional ViewCollectionItems requests and continue to iterate through the items field on the corresponding responses.

All the usual ViewCollectionItemsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through view_collection_items requests.

This class thinly wraps an initial ViewCollectionItemsResponse object, and provides an __iter__ method to iterate through its items field.

If there are more pages, the __iter__ method will make additional ViewCollectionItems requests and continue to iterate through the items field on the corresponding responses.

All the usual ViewCollectionItemsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through view_indexed_assets requests.

This class thinly wraps an initial ViewIndexedAssetsResponse object, and provides an __aiter__ method to iterate through its indexed_assets field.

If there are more pages, the __aiter__ method will make additional ViewIndexedAssets requests and continue to iterate through the indexed_assets field on the corresponding responses.

All the usual ViewIndexedAssetsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through view_indexed_assets requests.

This class thinly wraps an initial ViewIndexedAssetsResponse object, and provides an __iter__ method to iterate through its indexed_assets field.

If there are more pages, the __iter__ method will make additional ViewIndexedAssets requests and continue to iterate through the indexed_assets field on the corresponding responses.

All the usual ViewIndexedAssetsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

Message describing AI-enabled Devices Input Config.

Represents a hardware accelerator type.

Request message for acquiring a lease.

Message for adding stream input to an Application.

Message for AddApplicationStreamInput Response.

Request message for AddCollectionItem.

Response message for AddCollectionItem.

Message describing the Analysis object.

The abstract base class for a message.

The abstract base class for a message.

The abstract base class for a message.

Defines a full analysis.

This is a description of the overall live analytics pipeline. You may think of this as an edge list representation of a multigraph.

This may be directly authored by a human in protobuf textformat, or it may be generated by a programming API (perhaps Python or JavaScript depending on context).

Metadata for AnalyzeAsset.

The status of analysis on each search capability.

The state of the search capability.

Request message for AnalyzeAsset.

Response message for AnalyzeAsset.

The metadata message for AnalyzeCorpus LRO.

Request message for AnalyzeCorpus.

The response message for AnalyzeCorpus LRO.

Defines an Analyzer.

An analyzer processes data from its input streams using the logic defined in the Operator that it represents. Of course, it produces data for the output streams declared in the Operator.

The abstract base class for a message.

Options available for debugging purposes only.

The abstract base class for a message.

Option related to the operator.

The inputs to this analyzer.

We accept input name references of the following form: :

Example:

Suppose you had an operator named "SomeOp" that has 2 output arguments, the first of which is named "foo" and the second of which is named "bar", and an operator named "MyOp" that accepts 2 inputs.

Also suppose that there is an analyzer named "some-analyzer" that is running "SomeOp" and another analyzer named "my-analyzer" running "MyOp".

To indicate that "my-analyzer" is to consume "some-analyzer"'s "foo" output as its first input and "some-analyzer"'s "bar" output as its second input, you can set this field to the following: input = ["some-analyzer:foo", "some-analyzer:bar"]

An annotation is a resource in asset. It represents a key-value mapping of content in asset.

Customized struct represnation in annotation.

The abstract base class for a message.

List representation in annotation.

Stores the criteria-annotation matching results for each search result item.

Value of annotation, including all types available in data schema.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

For any cloud function based customer processing logic, customer's cloud function is expected to receive AppPlatformCloudFunctionRequest as request and send back AppPlatformCloudFunctionResponse as response. Message of request from AppPlatform to Cloud Function.

A general annotation message that uses struct format to represent different concrete annotation protobufs.

Message of the response from customer's Cloud Function to AppPlatform.

A general annotation message that uses struct format to represent different concrete annotation protobufs.

Message of content of appPlatform event

Message of essential metadata of App Platform. This message is usually attached to a certain processor output annotation for customer to identify the source of the data.

Message describing Application object

Message storing the runtime information of the application.

Message about output resources from application.

Monitoring-related configuration for an application.

Billing mode of the Application

The abstract base class for a message.

State of the Application

Message storing the graph of the application.

message storing the config for event delivery

Message for creating a Instance.

Message describing annotations specific to application node. This message is a duplication of StreamWithAnnotation.NodeAnnotation.

Message about a single stream input config.

An asset is a resource in corpus. It represents a media object inside corpus, contains metadata and another resource annotation. Different feature could be applied to the asset to generate annotations. User could specified annotation related to the target asset.

The source of the asset.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

The content of the asset.

The asset source is from Cloud Storage.

Represents an actual value of an operator attribute.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

The metric specification that defines the target resource utilization (CPU utilization, accelerator's duty cycle, and so on) for calculating the desired replica count.

Request message for running the processes in a batch.

Options for batch processes.

Response message for running the processes in a batch.

Message of configurations for BigQuery processor.

The abstract base class for a message.

Message describing the Channel object.

The abstract base class for a message.

The abstract base class for a message.

Representation of a circle area.

Prediction output format for Image and Text Classification.

Request message for ClipAsset API.

Response message for ClipAsset API.

Signed uri with corresponding time range.

Message describing the Cluster object.

The abstract base class for a message.

The abstract base class for a message.

The current state of the cluster.

A collection is a resource in a corpus. It serves as a container of references to original resources.

A CollectionItem is an item in a collection. Each item is a reference to the original resource in a collection.

CollectionItem types.

The message for explicitly committing the read progress.

This may only be used when ReceivePacketsControlledMode is set in the initial setup request.

The options for receiver under the controlled mode.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Corpus is a set of media contents for management. Within a corpus, media shares the same data schema. Search is also restricted within a single corpus.

Type of the asset inside the corpus.

Message for creating an Analysis.

Request message for CreateAnnotation.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Message for adding stream input to an Application.

Message for CreateApplicationInstance Response.

Message for creating a Application.

Request message for CreateAssetRequest.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Message for creating a Cluster.

Metadata message for CreateCollectionRequest

Request message for CreateCollection.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Metadata for CreateCorpus API.

Request message of CreateCorpus API.

Request message for CreateDataSchema.

Message for creating a Draft.

Message for creating a Event.

Metadata message for CreateIndexEndpoint.

Request message for CreateIndexEndpoint.

Metadata message for CreateIndexRequest

Message for creating an Index.

Message for creating a Operator.

Message for creating a Process.

Message for creating a Processor.

Request message for CreateSearchConfig.

Request message for creating SearchHypernym.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Message for creating a Series.

Message for creating a Stream.

Filter criteria applied to current search results.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Describes the source info for a custom processor.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

The abstract base class for a message.

The schema is defined as an OpenAPI 3.0.2 Schema Object <https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject>__.

Message describes product recognizer artifact.

Source type of the imported custom processor.

Data schema indicates how the user specified annotation is interpreted in the system.

Data schema details indicates the data type and the data struct corresponding to the key of user specified annotation.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

The configuration for CUSTOMIZED_STRUCT data type.

The abstract base class for a message.

Data type of the annotation.

    -  DataSchema.SearchStrategy.NO_SEARCH,
    -  DataSchema.SearchStrategy.EXACT_SEARCH. Supports query by
       IntRangeArray.
FLOAT (2):
    Float type. Allowed search strategies:

    -  DataSchema.SearchStrategy.NO_SEARCH,
    -  DataSchema.SearchStrategy.EXACT_SEARCH. Supports query by
       FloatRangeArray.
STRING (3):
    String type. Allowed search strategies:

    -  DataSchema.SearchStrategy.NO_SEARCH,
    -  DataSchema.SearchStrategy.EXACT_SEARCH,
    -  DataSchema.SearchStrategy.SMART_SEARCH.
DATETIME (5):
    Supported formats: %Y-%m-%dT%H:%M:%E\ *S%E*\ z
    (absl::RFC3339_full) %Y-%m-%dT%H:%M:%E\ *S
    %Y-%m-%dT%H:%M%E*\ z %Y-%m-%dT%H:%M %Y-%m-%dT%H%E\ *z
    %Y-%m-%dT%H %Y-%m-%d%E*\ z %Y-%m-%d %Y-%m %Y Allowed search
    strategies:

    -  DataSchema.SearchStrategy.NO_SEARCH,
    -  DataSchema.SearchStrategy.EXACT_SEARCH. Supports query by
       DateTimeRangeArray.
GEO_COORDINATE (7):
    Geo coordinate type. Allowed search strategies:

    -  DataSchema.SearchStrategy.NO_SEARCH,
    -  DataSchema.SearchStrategy.EXACT_SEARCH. Supports query by
       GeoLocationArray.
PROTO_ANY (8):
    Type to pass any proto as available in annotations.proto.
    Only use internally. Available proto types and its
    corresponding search behavior:

    -  ImageObjectDetectionPredictionResult, allows SMART_SEARCH
       on display_names and NO_SEARCH.
    -  ClassificationPredictionResult, allows SMART_SEARCH on
       display_names and NO_SEARCH.
    -  ImageSegmentationPredictionResult, allows NO_SEARCH.
    -  VideoActionRecognitionPredictionResult, allows
       SMART_SEARCH on display_name and NO_SEARCH.
    -  VideoObjectTrackingPredictionResult, allows SMART_SEARCH
       on display_name and NO_SEARCH.
    -  VideoClassificationPredictionResult, allows SMART_SEARCH
       on display_name and NO_SEARCH.
    -  OccupancyCountingPredictionResult, allows EXACT_SEARCH on
       stats.full_frame_count.count and NO_SEARCH.
    -  ObjectDetectionPredictionResult, allows SMART_SEARCH on
       identified_boxes.entity.label_string and NO_SEARCH.
BOOLEAN (9):
    Boolean type. Allowed search strategies:

    -  DataSchema.SearchStrategy.NO_SEARCH,
    -  DataSchema.SearchStrategy.EXACT_SEARCH.
LIST (10):
    List type.

    -  Each element in the list must be of the exact same data
       schema; otherwise, they are invalid arguments.
    -  List level cannot set search strategy. Leaf node level
       can do.
    -  Elements cannot be another list (no list of list).
    -  Elements can be CUSTOMIZED_STRUCT, and max number of
       layers is 10.
CUSTOMIZED_STRUCT (6):
    Struct type.

    -  SearchStrategy:

       -  Data Schema that's CUSTOMIZED_STRUCT cannot set search
          strategy.
       -  Leaf-node elements allow setting search strategy based
          on element's SearchStrategy restriction.

    -  Nested layer restrictions:

       -  Data Schema that's CUSTOMIZED_STRUCT allows its fields
          to be of CUSTOMIZED_STRUCT as well, but the overall
          layers restriction is 10.

The granularity of annotations under this DataSchema.

The configuration for LIST data type.

The configuration for PROTO_ANY data type.

The search strategy for annotations value of the key.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Filter on the confidence score. Only adds to index if the confidence score is higher than the threshold. Example data schema: key: "name-confidence-pair" type: CUSTOMIZED_STRUCT granularity: GRANULARITY_PARTITION_LEVEL customized_struct_config { field_schemas { key: "name" type: STRING granularity: GRANULARITY_PARTITION_LEVEL search_strategy { search_strategy_type: SMART_SEARCH confidence_score_index_config { field_path: "name-confidence-pair.score" threshold: 0.6 } } } field_schemas { key: "score" type: FLOAT granularity: GRANULARITY_PARTITION_LEVEL } } This means only "name" with score > 0.6 will be indexed.

The types of search strategies to be applied on the annotation key.

All supported data types.

Datetime range type.

A list of datetime range values.

A description of resources that are dedicated to a DeployedModel, and that need a higher degree of manual configuration.

Message for deleting an Analysis.

Request message for DeleteAnnotation API.

Message for removing stream input from an Application.

Message for DeleteApplicationInstance Response.

Message for deleting an Application.

The metadata for DeleteAsset API that embeds in metadata][google.longrunning.Operation.metadata] field.

Request message for DeleteAsset.

Message for deleting a Cluster.

Metadata message for DeleteCollectionRequest

Request message for DeleteCollectionRequest.

Request message for DeleteCorpus.

Request message for DeleteDataSchema.

Message for deleting a Draft.

Message for deleting a Event.

Metadata message for DeleteIndexEndpoint.

Request message for DeleteIndexEndpoint.

Metadata message for DeleteIndexRequest

Request message for DeleteIndex.

Message for deleting a Operator

Message for deleting a Process.

Message for deleting a Processor.

Request message for DeleteSearchConfig.

Request message for deleting SearchHypernym.

Message for deleting a Series.

Message for deleting a Stream.

Message for deploying an Application.

RPC Request Messages. Message for DeployApplication Response.

Metadata message for DeployIndex.

Request message for DeployIndex.

DeployIndex response once the operation is done.

A deployment of an Index.

Points to a DeployedIndex.

Message describing Draft object

The abstract base class for a message.

The options for receiver under the eager mode.

Message describing the Event object.

The abstract base class for a message.

Clock that will be used for joining streams.

The abstract base class for a message.

The event update message.

Holds the facet value, selections state, and metadata.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

The range of values [start, end) for which faceting is applied.

Different types for a facet bucket.

A group of facet buckets to be passed back and forth between backend & frontend.

Central configuration for a facet.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

If bucket type is CUSTOM_RANGE, specify how values are bucketized. Use integer bucket value as an example, when the endpoints are 0, 10, 100, and 1000, we will generate the following facets: [-inf, 0), [0, 10), [10, 100), [100, 1000), [1000, inf). Notably:

• endpoints must be listed in ascending order. Otherwise, the SearchConfig API will reject the facet config.
• < 1 endpoints is an invalid spec.

If bucket type is DATE, specify how date values are bucketized.

Granularity enum for the datetime bucket.

If bucket type is FIXED_RANGE, specify how values are bucketized. Use FixedRangeBucketSpec when you want to create multiple buckets with equal granularities. Using integer bucket value as an example, when bucket_start = 0, bucket_granularity = 10, bucket_count = 5, this facet will be aggregated via the following buckets: [-inf, 0), [0, 10), [10, 20), [20, 30), [30, inf). Notably, bucket_count <= 1 is an invalid spec.

Definition of a single value with generic type.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Float range type.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

A list of float range values.

Message describing GcsOutputConfig.

The Google Cloud Storage location for the input content.

Message of configurations for General Object Detection processor.

Request message for GenerateHlsUri API.

Response message for GenerateHlsUri API.

Request message for GenerateRetrievalUrl API.

Response message for GenerateRetrievalUrl API.

Request message for getting the auth token to access the stream HLS contents.

Response message for GenerateStreamHlsToken.

Location Coordinate Representation

A list of locations.

Message for getting an Analysis.

Request message for GetAnnotation API.

Message for getting a Application.

Request message for GetAsset.

Message for getting a Cluster.

Request message for GetCollectionRequest.

Request message for GetCorpus.

Request message for GetDataSchema.

Message for getting a Draft.

Message for getting a Event.

Request message for GetIndexEndpoint.

Request message for getting an Index.

Message for getting a Instance.

Message for getting a Operator.

Message for getting a Process.

Message for getting a Processor.

Request message for GetSearchConfig.

Request message for getting SearchHypernym.

Message for getting a Series.

Message for getting a Stream.

Message for getting the thumbnail of a Stream.

Message for the response of GetStreamThumbnail. The empty response message indicates the thumbnail image has been uploaded to GCS successfully.

The descriptor for a gstreamer buffer payload.

HealthCheckRequest is the request message for Check.

HealthCheckResponse is the response message for Check.

Prediction output format for Image Object Detection.

Image query for search endpoint request.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Prediction output format for Image Segmentation.

The metadata message for ImportAssets LRO.

The request message for ImportAssets.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

The response message for ImportAssets LRO.

An Index is a resource in Corpus. It contains an indexed version of the assets and annotations. When deployed to an endpoint, it will allow users to search the Index.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Enum representing the different states through which an Index might cycle during its lifetime.

Metadata for IndexAsset.

Request message for IndexAsset.

Response message for IndexAsset.

Message representing IndexEndpoint resource. Indexes are deployed into it.

The abstract base class for a message.

IndexEndpoint stage.

An IndexedAsset is an asset that the index is built upon.

The status of indexing for the asset.

State enum for this asset's indexing.

Request message for IngestAsset API.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Configuration for the data.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Type information for video data.

Container format of the video.

Contains the data and the corresponding time range this data is for.

Response message for IngestAsset API.

Message describing Instance object Next ID: 12

Message of input resource used in one application instance.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

All the supported instance types.

The abstract base class for a message.

Message of output resource used in one application instance.

State of the Instance

Integer range type.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

A list of integer range values.

The lease message.

The lease type.

Message for requesting list of Analyses

Message for response to listing Analyses

Request message for GetAnnotation API.

Request message for ListAnnotations API.

Message for requesting list of Applications.

Message for response to listing Applications.

Request message for ListAssets.

Response message for ListAssets.

Message for requesting list of Clusters.

Message for response to listing Clusters.

Request message for ListCollections.

Response message for ListCollections.

Request message for ListCorpora.

Response message for ListCorpora.

Request message for ListDataSchemas.

Response message for ListDataSchemas.

Message for requesting list of Drafts.

Message for response to listing Drafts.

Message for requesting list of Events.

Message for response to listing Events.

Request message for ListIndexEndpoints.

Response message for ListIndexEndpoints.

Request message for listing Indexes.

Response message for ListIndexes.

Message for requesting list of Instances.

Message for response to listing Instances.

Message for requesting list of Operators.

Message for response to listing Operators.

Request Message for listing Prebuilt Processors.

Response Message for listing Prebuilt Processors.

Message for requesting list of Processes.

Message for response to listing Processes.

Message for requesting list of Processors.

Message for response to listing Processors.

Request message of ListPublicOperatorsRequest API.

Response message of ListPublicOperators API.

Request message for ListSearchConfigs.

Response message for ListSearchConfigs.

Request message for listing SearchHypernyms.

Response message for listing SearchHypernyms.

Message for requesting list of Series.

Message for response to listing Series.

Message for requesting list of Streams.

Message for response to listing Streams.

Specification of a single machine.

Message for materializing a channel.

Message describing MediaWarehouseConfig.

All the supported model types in Vision AI App Platform.

Message describing node object.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Message describing one edge pointing into a node.

Normalized Polygon.

Normalized Pplyline, which represents a curve consisting of connected straight-line segments.

A vertex represents a 2D point in the image. NOTE: the normalized vertex coordinates are relative to the original image and range from 0 to 1.

Prediction output format for Generic Object Detection.

The entity info for annotations from object detection prediction result.

Identified box contains location and the entity of the object.

Bounding Box in the normalized coordinates.

Message describing OccupancyCountConfig.

The prediction result proto for occupancy counting.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

The dwell time info for annotations from occupancy counting operator.

The entity info for annotations from occupancy counting operator.

Identified box contains location and the entity of the object.

Bounding Box in the normalized coordinates.

The statistics info for annotations from occupancy counting operator.

The object info and accumulated count for annotations from occupancy counting operator.

Message for the active zone count.

Message for Crossing line count.

The object info and instant count for annotations from occupancy counting operator.

The track info for annotations from occupancy counting operator.

Represents the metadata of the long-running operation.

Message describing the Operator object.

The abstract base class for a message.

Defines the interface of an Operator.

Arguments to an operator are input/output streams that are getting processesed/returned while attributes are fixed configuration parameters.

Defines an argument to an operator.

Used for both inputs and outputs.

Defines an attribute of an operator.

OperatorQuery represents one query to a Operator.

The quanta of datum that the series accepts.

The message that represents packet header.

The message that represents the data type of a packet.

The message that fully specifies the type of the packet.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Partition to specify the partition in time and space for sub-asset level annotation.

Partition of asset in relative time. Supported by VIDEO_ON_DEMAND corpus type.

Partition of asset in space.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Partition of asset in UTC Epoch time. Supported by STREAM_VIDEO corpus type.

Message describing FaceBlurConfig.

Type of Person Blur

Message describing PersonVehicleDetectionConfig.

Message describing PersonalProtectiveEquipmentDetectionConfig.

Output format for Personal Protective Equipment Detection Operator.

Detected Person contains the detected person and their associated ppes and their protecting information.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Bounding Box in the normalized coordinates.

The entity info for annotations from PPE detection prediction result.

PPEIdentified box contains the location and the entity info of the PPE.

The entity info for annotations from person detection prediction result.

PersonIdentified box contains the location and the entity info of the person.

Message describing the Process object.

Message describing Processor object. Next ID: 19

The abstract base class for a message.

Type

Next ID: 35

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Message describing the input / output specifications of a processor.

Message for input channel specification.

Message for output channel specification.

Message for instance resource channel specification. External resources are virtual nodes which are not expressed in the application graph. Each processor expresses its out-graph spec, so customer is able to override the external source or destinations to the

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Message describing ProductRecognizerConfig.

The descriptor for a raw image.

Control message for a ReceiveEventsResponse.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Request message for ReceiveEvents.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

SetupRequest is the first message sent to the service to setup the RPC connection.

Response message for the ReceiveEvents.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Control message for a ReceivePacketsResponse.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Request message for receiving packets.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

The message specifying the initial settings for the ReceivePackets session.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Response message from ReceivePackets.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

The enum of the types of the Registry.

Request message for releasing lease.

Response message for release lease.

Message for removing stream input from an Application.

Message about target streamInput to remove.

Message for RemoveApplicationStreamInput Response.

Request message for RemoveCollectionItem.

Request message for RemoveCollectionItem.

Metadata for RemoveIndexAsset.

Request message for RemoveIndexAsset.

Response message for RemoveIndexAsset.

Request message for renewing a lease.

RequestMetadata is the metadata message for the request.

Request message for querying operator info.

Response message of ResolveOperatorInfo API.

Message describing general annotation for resources.

ResourceSpec collects a set of resources that can be used to specify requests and requirements.

Note: Highly experimental as this can be runtime dependent. Can use the "extras" field to experiment first before trying to abstract it.

RunMode represents the mode to launch the Process on.

Message describing the status of the Process.

State represents the running status of the Process.

A strategy to specify how to sort by data schema key.

Option for one data schema key.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

When one result has multiple values with the same key, specify which value is used to sort. By default, AGGREGATE_METHOD_LARGEST is used when results are sorted in decreasing order, AGGREGATE_METHOD_SMALLEST is used when results are sorted in incresing order.

Request message for SearchAssets.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Response message for SearchAssets.

The capability and metadata of search capability.

Capability to perform different search on assets.

Setting for search capability to enable.

SearchConfig stores different properties that will affect search behaviors and search results.

Central configuration for custom search criteria.

Search resource: SearchHypernym. For example, { hypernym: "vehicle" hyponyms: ["sedan", "truck"] } This means in SMART_SEARCH mode, searching for "vehicle" will also return results with "sedan" or "truck" as annotations.

Request message for SearchIndexEndpoint.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Response message for SearchIndexEndpoint.

Search result contains asset name and corresponding time ranges.

Request message for sending packets.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Response message for sending packets.

Message describing the Series object.

The abstract base class for a message.

The abstract base class for a message.

The message that represents series metadata.

The message that represents server metadata.

Message describing the Stream object. The Stream and the Event resources are many to many; i.e., each Stream resource can associate to many Event resources and each Event resource can associate to many Stream resources.

The abstract base class for a message.

The abstract base class for a message.

message about annotations about Vision AI stream resource.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Enum describing all possible types of a stream annotation.

A wrapper of repeated StreamAnnotation.

Message describing Vision AI stream with application specific annotations. All the StreamAnnotation object inside this message MUST have unique id.

Message describing annotations specific to application node.

A list of string-type values.

Configuration for tag parsing.

Configuration for parsing a tag entity class.

Type of entity matching strategy.

Message describing TagRecognizerConfig.

Message for undeploying an Application.

Message for UndeployApplication Response.

Metadata message for UndeployIndex.

Request message for UndeployIndexEndpoint.

UndeployIndex response once the operation is done.

Message describing UniversalInputConfig.

Message for updating an Analysis.

Request message for UpdateAnnotation API.

Message for updating an ApplicationInstance.

Message for UpdateApplicationInstances Response.

Message for updating an Application.

Message for updating stream input to an Application.

Message for AddApplicationStreamInput Response.

Request message for UpdateAsset.

Message for updating a Cluster.

Request message for UpdateCollectionRequest.

Request message for UpdateCorpus.

Request message for UpdateDataSchema.

Message for updating a Draft.

Message for updating a Event.

Metadata message for UpdateIndexEndpoint.

Request message for UpdateIndexEndpoint.

Metadata message for UpdateIndexRequest

Request message for UpdateIndex.

Message for updating a Operator.

Message for updating a Process.

Message for updating a Processor.

Request message for UpdateSearchConfig.

Request message for updating SearchHypernym.

Message for updating a Series.

Message for updating a Stream.

Metadata for UploadAsset.

Request message for UploadAsset.

Response message for UploadAsset.

Annotation provided by users.

Message describing VertexAutoMLVideoConfig.

Message of configurations of Vertex AutoML Vision Processors.

Message describing VertexCustomConfig.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Prediction output format for Video Action Recognition.

Each IdentifiedAction is one particular identification of an action specified with the AnnotationSpec id, display_name and the associated confidence score.

Prediction output format for Video Classification.

Each IdentifiedClassification is one particular identification of an classification specified with the AnnotationSpec id and display_name, and the associated confidence score.

Prediction output format for Video Object Tracking.

Boundingbox for detected object. I.e. the rectangle over the video frame pinpointing the found AnnotationSpec. The coordinates are relative to the frame size, and the point 0,0 is in the top left of the frame.

Each DetectedObject is one particular identification of an object specified with the AnnotationSpec id and display_name, the bounding box, the associated confidence score and the corresponding track_id.

Message describing Video Stream Input Config. This message should only be used as a placeholder for builtin:stream-input processor, actual stream binding should be specified using corresponding API.

Request message for ViewCollectionItems.

Response message for ViewCollectionItems.

Request message for ViewIndexedAssets.

Response message for ViewIndexedAssets.

Service describing handlers for resources

Service describing handlers for resources

A pager for iterating through list_applications requests.

This class thinly wraps an initial ListApplicationsResponse object, and provides an __aiter__ method to iterate through its applications field.

If there are more pages, the __aiter__ method will make additional ListApplications requests and continue to iterate through the applications field on the corresponding responses.

All the usual ListApplicationsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_applications requests.

This class thinly wraps an initial ListApplicationsResponse object, and provides an __iter__ method to iterate through its applications field.

If there are more pages, the __iter__ method will make additional ListApplications requests and continue to iterate through the applications field on the corresponding responses.

All the usual ListApplicationsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_drafts requests.

This class thinly wraps an initial ListDraftsResponse object, and provides an __aiter__ method to iterate through its drafts field.

If there are more pages, the __aiter__ method will make additional ListDrafts requests and continue to iterate through the drafts field on the corresponding responses.

All the usual ListDraftsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_drafts requests.

This class thinly wraps an initial ListDraftsResponse object, and provides an __iter__ method to iterate through its drafts field.

If there are more pages, the __iter__ method will make additional ListDrafts requests and continue to iterate through the drafts field on the corresponding responses.

All the usual ListDraftsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_instances requests.

This class thinly wraps an initial ListInstancesResponse object, and provides an __aiter__ method to iterate through its instances field.

If there are more pages, the __aiter__ method will make additional ListInstances requests and continue to iterate through the instances field on the corresponding responses.

All the usual ListInstancesResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_instances requests.

This class thinly wraps an initial ListInstancesResponse object, and provides an __iter__ method to iterate through its instances field.

If there are more pages, the __iter__ method will make additional ListInstances requests and continue to iterate through the instances field on the corresponding responses.

All the usual ListInstancesResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_processors requests.

This class thinly wraps an initial ListProcessorsResponse object, and provides an __aiter__ method to iterate through its processors field.

If there are more pages, the __aiter__ method will make additional ListProcessors requests and continue to iterate through the processors field on the corresponding responses.

All the usual ListProcessorsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_processors requests.

This class thinly wraps an initial ListProcessorsResponse object, and provides an __iter__ method to iterate through its processors field.

If there are more pages, the __iter__ method will make additional ListProcessors requests and continue to iterate through the processors field on the corresponding responses.

All the usual ListProcessorsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

Service describing handlers for resources. The service enables clients to run Live Video Analytics (LVA) on the streaming inputs.

Service describing handlers for resources. The service enables clients to run Live Video Analytics (LVA) on the streaming inputs.

A pager for iterating through list_analyses requests.

This class thinly wraps an initial ListAnalysesResponse object, and provides an __aiter__ method to iterate through its analyses field.

If there are more pages, the __aiter__ method will make additional ListAnalyses requests and continue to iterate through the analyses field on the corresponding responses.

All the usual ListAnalysesResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_analyses requests.

This class thinly wraps an initial ListAnalysesResponse object, and provides an __iter__ method to iterate through its analyses field.

If there are more pages, the __iter__ method will make additional ListAnalyses requests and continue to iterate through the analyses field on the corresponding responses.

All the usual ListAnalysesResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

Streaming service for receiving and sending packets.

Streaming service for receiving and sending packets.

Service describing handlers for resources. Vision API and Vision AI API are two independent APIs developed by the same team. Vision API is for people to annotate their image while Vision AI is an e2e solution for customer to build their own computer vision application.

Service describing handlers for resources. Vision API and Vision AI API are two independent APIs developed by the same team. Vision API is for people to annotate their image while Vision AI is an e2e solution for customer to build their own computer vision application.

A pager for iterating through list_clusters requests.

This class thinly wraps an initial ListClustersResponse object, and provides an __aiter__ method to iterate through its clusters field.

If there are more pages, the __aiter__ method will make additional ListClusters requests and continue to iterate through the clusters field on the corresponding responses.

All the usual ListClustersResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_clusters requests.

This class thinly wraps an initial ListClustersResponse object, and provides an __iter__ method to iterate through its clusters field.

If there are more pages, the __iter__ method will make additional ListClusters requests and continue to iterate through the clusters field on the corresponding responses.

All the usual ListClustersResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_events requests.

This class thinly wraps an initial ListEventsResponse object, and provides an __aiter__ method to iterate through its events field.

If there are more pages, the __aiter__ method will make additional ListEvents requests and continue to iterate through the events field on the corresponding responses.

All the usual ListEventsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_events requests.

This class thinly wraps an initial ListEventsResponse object, and provides an __iter__ method to iterate through its events field.

If there are more pages, the __iter__ method will make additional ListEvents requests and continue to iterate through the events field on the corresponding responses.

All the usual ListEventsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_series requests.

This class thinly wraps an initial ListSeriesResponse object, and provides an __aiter__ method to iterate through its series field.

If there are more pages, the __aiter__ method will make additional ListSeries requests and continue to iterate through the series field on the corresponding responses.

All the usual ListSeriesResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_series requests.

This class thinly wraps an initial ListSeriesResponse object, and provides an __iter__ method to iterate through its series field.

If there are more pages, the __iter__ method will make additional ListSeries requests and continue to iterate through the series field on the corresponding responses.

All the usual ListSeriesResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_streams requests.

This class thinly wraps an initial ListStreamsResponse object, and provides an __aiter__ method to iterate through its streams field.

If there are more pages, the __aiter__ method will make additional ListStreams requests and continue to iterate through the streams field on the corresponding responses.

All the usual ListStreamsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_streams requests.

This class thinly wraps an initial ListStreamsResponse object, and provides an __iter__ method to iterate through its streams field.

If there are more pages, the __iter__ method will make additional ListStreams requests and continue to iterate through the streams field on the corresponding responses.

All the usual ListStreamsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

Service that manages media content + metadata for streaming.

Service that manages media content + metadata for streaming.

A pager for iterating through list_annotations requests.

This class thinly wraps an initial ListAnnotationsResponse object, and provides an __aiter__ method to iterate through its annotations field.

If there are more pages, the __aiter__ method will make additional ListAnnotations requests and continue to iterate through the annotations field on the corresponding responses.

All the usual ListAnnotationsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_annotations requests.

This class thinly wraps an initial ListAnnotationsResponse object, and provides an __iter__ method to iterate through its annotations field.

If there are more pages, the __iter__ method will make additional ListAnnotations requests and continue to iterate through the annotations field on the corresponding responses.

All the usual ListAnnotationsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_assets requests.

This class thinly wraps an initial ListAssetsResponse object, and provides an __aiter__ method to iterate through its assets field.

If there are more pages, the __aiter__ method will make additional ListAssets requests and continue to iterate through the assets field on the corresponding responses.

All the usual ListAssetsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_assets requests.

This class thinly wraps an initial ListAssetsResponse object, and provides an __iter__ method to iterate through its assets field.

If there are more pages, the __iter__ method will make additional ListAssets requests and continue to iterate through the assets field on the corresponding responses.

All the usual ListAssetsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_corpora requests.

This class thinly wraps an initial ListCorporaResponse object, and provides an __aiter__ method to iterate through its corpora field.

If there are more pages, the __aiter__ method will make additional ListCorpora requests and continue to iterate through the corpora field on the corresponding responses.

All the usual ListCorporaResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_corpora requests.

This class thinly wraps an initial ListCorporaResponse object, and provides an __iter__ method to iterate through its corpora field.

If there are more pages, the __iter__ method will make additional ListCorpora requests and continue to iterate through the corpora field on the corresponding responses.

All the usual ListCorporaResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_data_schemas requests.

This class thinly wraps an initial ListDataSchemasResponse object, and provides an __aiter__ method to iterate through its data_schemas field.

If there are more pages, the __aiter__ method will make additional ListDataSchemas requests and continue to iterate through the data_schemas field on the corresponding responses.

All the usual ListDataSchemasResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_data_schemas requests.

This class thinly wraps an initial ListDataSchemasResponse object, and provides an __iter__ method to iterate through its data_schemas field.

If there are more pages, the __iter__ method will make additional ListDataSchemas requests and continue to iterate through the data_schemas field on the corresponding responses.

All the usual ListDataSchemasResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_search_configs requests.

This class thinly wraps an initial ListSearchConfigsResponse object, and provides an __aiter__ method to iterate through its search_configs field.

If there are more pages, the __aiter__ method will make additional ListSearchConfigs requests and continue to iterate through the search_configs field on the corresponding responses.

All the usual ListSearchConfigsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through list_search_configs requests.

This class thinly wraps an initial ListSearchConfigsResponse object, and provides an __iter__ method to iterate through its search_configs field.

If there are more pages, the __iter__ method will make additional ListSearchConfigs requests and continue to iterate through the search_configs field on the corresponding responses.

All the usual ListSearchConfigsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through search_assets requests.

This class thinly wraps an initial SearchAssetsResponse object, and provides an __aiter__ method to iterate through its search_result_items field.

If there are more pages, the __aiter__ method will make additional SearchAssets requests and continue to iterate through the search_result_items field on the corresponding responses.

All the usual SearchAssetsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

A pager for iterating through search_assets requests.

This class thinly wraps an initial SearchAssetsResponse object, and provides an __iter__ method to iterate through its search_result_items field.

If there are more pages, the __iter__ method will make additional SearchAssets requests and continue to iterate through the search_result_items field on the corresponding responses.

All the usual SearchAssetsResponse attributes are available on the pager. If multiple requests are made, only the most recent response is retained, and thus used for attribute lookup.

Message describing AI-enabled Devices Input Config.

Represents a hardware accelerator type.

Request message for acquiring a lease.

Message for adding stream input to an Application.

Message for AddApplicationStreamInput Response.

Message describing the Analysis object.

The abstract base class for a message.

The abstract base class for a message.

The abstract base class for a message.

Defines a full analysis.

This is a description of the overall live analytics pipeline. You may think of this as an edge list representation of a multigraph.

This may be directly authored by a human in protobuf textformat, or it may be generated by a programming API (perhaps Python or JavaScript depending on context).

Defines an Analyzer.

An analyzer processes data from its input streams using the logic defined in the Operator that it represents. Of course, it produces data for the output streams declared in the Operator.

The abstract base class for a message.

Options available for debugging purposes only.

The abstract base class for a message.

The inputs to this analyzer.

We accept input name references of the following form: :

Example:

Suppose you had an operator named "SomeOp" that has 2 output arguments, the first of which is named "foo" and the second of which is named "bar", and an operator named "MyOp" that accepts 2 inputs.

Also suppose that there is an analyzer named "some-analyzer" that is running "SomeOp" and another analyzer named "my-analyzer" running "MyOp".

To indicate that "my-analyzer" is to consume "some-analyzer"'s "foo" output as its first input and "some-analyzer"'s "bar" output as its second input, you can set this field to the following: input = ["some-analyzer:foo", "some-analyzer:bar"]

An annotation is a resource in asset. It represents a key-value mapping of content in asset.

Stores the criteria-annotation matching results for each search result item.

Value of annotation, including all types available in data schema.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

For any cloud function based customer processing logic, customer's cloud function is expected to receive AppPlatformCloudFunctionRequest as request and send back AppPlatformCloudFunctionResponse as response. Message of request from AppPlatform to Cloud Function.

A general annotation message that uses struct format to represent different concrete annotation protobufs.

Message of the response from customer's Cloud Function to AppPlatform.

A general annotation message that uses struct format to represent different concrete annotation protobufs.

Message of content of appPlatform event

Message of essential metadata of App Platform. This message is usually attached to a certain processor output annotation for customer to identify the source of the data.

Message describing Application object

Message storing the runtime information of the application.

Message about output resources from application.

Monitoring-related configuration for an application.

The abstract base class for a message.

State of the Application

Message storing the graph of the application.

message storing the config for event delivery

Message for creating a Instance.

Message describing annotations specific to application node. This message is a duplication of StreamWithAnnotation.NodeAnnotation.

Message about a single stream input config.

An asset is a resource in corpus. It represents a media object inside corpus, contains metadata and another resource annotation. Different feature could be applied to the asset to generate annotations. User could specified annotation related to the target asset.

Represents an actual value of an operator attribute.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

The metric specification that defines the target resource utilization (CPU utilization, accelerator's duty cycle, and so on) for calculating the desired replica count.

Message of configurations for BigQuery processor.

The abstract base class for a message.

Message describing the Channel object.

The abstract base class for a message.

The abstract base class for a message.

Representation of a circle area.

Prediction output format for Image and Text Classification.

Request message for ClipAsset API.

Response message for ClipAsset API.

Signed uri with corresponding time range.

Message describing the Cluster object.

The abstract base class for a message.

The abstract base class for a message.

The current state of the cluster.

The message for explicitly committing the read progress.

This may only be used when ReceivePacketsControlledMode is set in the initial setup request.

The options for receiver under the controlled mode.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Corpus is a set of video contents for management. Within a corpus, videos share the same data schema. Search is also restricted within a single corpus.

Message for creating an Analysis.

Request message for CreateAnnotation.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Message for adding stream input to an Application.

Message for CreateApplicationInstance Response.

Message for creating a Application.

Request message for CreateAssetRequest.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Message for creating a Cluster.

Metadata for CreateCorpus API.

Request message of CreateCorpus API.

Request message for CreateDataSchema.

Message for creating a Draft.

Message for creating a Event.

Message for creating a Processor.

Request message for CreateSearchConfig.

Message for creating a Series.

Message for creating a Stream.

Filter criteria applied to current search results.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Describes the source info for a custom processor.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

The abstract base class for a message.

The schema is defined as an OpenAPI 3.0.2 Schema Object <https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject>__.

Source type of the imported custom processor.

Data schema indicates how the user specified annotation is interpreted in the system.

Data schema details indicates the data type and the data struct corresponding to the key of user specified annotation.

Data type of the annotation.

    -  DataSchema.SearchStrategy.NO_SEARCH,
    -  DataSchema.SearchStrategy.EXACT_SEARCH. Supports query by
       IntRangeArray.
FLOAT (2):
    Float type. Allowed search strategies:

    -  DataSchema.SearchStrategy.NO_SEARCH,
    -  DataSchema.SearchStrategy.EXACT_SEARCH. Supports query by
       FloatRangeArray.
STRING (3):
    String type. Allowed search strategies:

    -  DataSchema.SearchStrategy.NO_SEARCH,
    -  DataSchema.SearchStrategy.EXACT_SEARCH,
    -  DataSchema.SearchStrategy.SMART_SEARCH.
DATETIME (5):
    Supported formats: %Y-%m-%dT%H:%M:%E\ *S%E*\ z
    (absl::RFC3339_full) %Y-%m-%dT%H:%M:%E\ *S
    %Y-%m-%dT%H:%M%E*\ z %Y-%m-%dT%H:%M %Y-%m-%dT%H%E\ *z
    %Y-%m-%dT%H %Y-%m-%d%E*\ z %Y-%m-%d %Y-%m %Y Allowed search
    strategies:

    -  DataSchema.SearchStrategy.NO_SEARCH,
    -  DataSchema.SearchStrategy.EXACT_SEARCH. Supports query by
       DateTimeRangeArray.
GEO_COORDINATE (7):
    Geo coordinate type. Allowed search strategies:

    -  DataSchema.SearchStrategy.NO_SEARCH,
    -  DataSchema.SearchStrategy.EXACT_SEARCH. Supports query by
       GeoLocationArray.
PROTO_ANY (8):
    Type to pass any proto as available in annotations.proto.
    Only use internally. Available proto types and its
    corresponding search behavior:

    -  ImageObjectDetectionPredictionResult, allows SMART_SEARCH
       on display_names and NO_SEARCH.
    -  ClassificationPredictionResult, allows SMART_SEARCH on
       display_names and NO_SEARCH.
    -  ImageSegmentationPredictionResult, allows NO_SEARCH.
    -  VideoActionRecognitionPredictionResult, allows
       SMART_SEARCH on display_name and NO_SEARCH.
    -  VideoObjectTrackingPredictionResult, allows SMART_SEARCH
       on display_name and NO_SEARCH.
    -  VideoClassificationPredictionResult, allows SMART_SEARCH
       on display_name and NO_SEARCH.
    -  OccupancyCountingPredictionResult, allows EXACT_SEARCH on
       stats.full_frame_count.count and NO_SEARCH.
    -  ObjectDetectionPredictionResult, allows SMART_SEARCH on
       identified_boxes.entity.label_string and NO_SEARCH.
BOOLEAN (9):
    Boolean type. Allowed search strategies:

    -  DataSchema.SearchStrategy.NO_SEARCH,
    -  DataSchema.SearchStrategy.EXACT_SEARCH.

The granularity of annotations under this DataSchema.

The configuration for PROTO_ANY data type.

The search strategy for annotations value of the key.

The types of search strategies to be applied on the annotation key.

Datetime range type.

A list of datetime range values.

A description of resources that are dedicated to a DeployedModel, and that need a higher degree of manual configuration.

Message for deleting an Analysis.

Request message for DeleteAnnotation API.

Message for removing stream input from an Application.

Message for DeleteApplicationInstance Response.

Message for deleting an Application.

The metadata for DeleteAsset API that embeds in metadata][google.longrunning.Operation.metadata] field.

Request message for DeleteAsset.

Message for deleting a Cluster.

Request message for DeleteCorpus.

Request message for DeleteDataSchema.

Message for deleting an Draft.

Message for deleting a Event.

Message for deleting a Processor.

Request message for DeleteSearchConfig.

Message for deleting a Series.

Message for deleting a Stream.

Message for deploying an Application.

RPC Request Messages. Message for DeployApplication Response.

Message describing Draft object

The abstract base class for a message.

The options for receiver under the eager mode.

Message describing the Event object.

The abstract base class for a message.

Clock that will be used for joining streams.

The abstract base class for a message.

The event update message.

Holds the facet value, selections state, and metadata.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

The range of values [start, end) for which faceting is applied.

Different types for a facet bucket.

A group of facet buckets to be passed back and forth between backend & frontend.

Central configuration for a facet.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

If bucket type is CUSTOM_RANGE, specify how values are bucketized. Use integer bucket value as an example, when the endpoints are 0, 10, 100, and 1000, we will generate the following facets: [-inf, 0), [0, 10), [10, 100), [100, 1000), [1000, inf). Notably:

• endpoints must be listed in ascending order. Otherwise, the SearchConfig API will reject the facet config.
• < 1 endpoints is an invalid spec.

If bucket type is DATE, specify how date values are bucketized.

Granularity enum for the datetime bucket.

If bucket type is FIXED_RANGE, specify how values are bucketized. Use FixedRangeBucketSpec when you want to create multiple buckets with equal granularities. Using integer bucket value as an example, when bucket_start = 0, bucket_granularity = 10, bucket_count = 5, this facet will be aggregated via the following buckets: [-inf, 0), [0, 10), [10, 20), [20, 30), [30, inf). Notably, bucket_count <= 1 is an invalid spec.

Definition of a single value with generic type.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Float range type.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

A list of float range values.

The Google Cloud Storage location for the input content.

Message of configurations for General Object Detection processor.

Request message for GenerateHlsUri API.

Response message for GenerateHlsUri API.

Request message for getting the auth token to access the stream HLS contents.

Response message for GenerateStreamHlsToken.

Location Coordinate Representation

A list of locations.

Message for getting an Analysis.

Request message for GetAnnotation API.

Message for getting a Application.

Request message for GetAsset.

Message for getting a Cluster.

Request message for GetCorpus.

Request message for GetDataSchema.

Message for getting a Draft.

Message for getting a Event.

Message for getting a Instance.

Message for getting a Processor.

Request message for GetSearchConfig.

Message for getting a Series.

Message for getting a Stream.

Message for the response of GetStreamThumbnail. The empty response message indicates the thumbnail image has been uploaded to GCS successfully.

The descriptor for a gstreamer buffer payload.

Prediction output format for Image Object Detection.

Prediction output format for Image Segmentation.

Request message for IngestAsset API.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Configuration for the data.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Type information for video data.

Container format of the video.

Contains the data and the corresponding time range this data is for.

Response message for IngestAsset API.

Message describing Instance object

Message of input resource used in one application instance.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

The abstract base class for a message.

Message of output resource used in one application instance.

State of the Instance

Integer range type.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

A list of integer range values.

The lease message.

The lease type.

Message for requesting list of Analyses

Message for response to listing Analyses

Request message for GetAnnotation API.

Request message for ListAnnotations API.

Message for requesting list of Applications.

Message for response to listing Applications.

Request message for ListAssets.

Response message for ListAssets.

Message for requesting list of Clusters.

Message for response to listing Clusters.

Request message for ListCorpora.

Response message for ListCorpora.

Request message for ListDataSchemas.

Response message for ListDataSchemas.

Message for requesting list of Drafts.

Message for response to listing Drafts.

Message for requesting list of Events.

Message for response to listing Events.

Message for requesting list of Instances.

Message for response to listing Instances.

Request Message for listing Prebuilt Processors.

Response Message for listing Prebuilt Processors.

Message for requesting list of Processors.

Message for response to listing Processors.

Request message for ListSearchConfigs.

Response message for ListSearchConfigs.

Message for requesting list of Series.

Message for response to listing Series.

Message for requesting list of Streams.

Message for response to listing Streams.

Specification of a single machine.

Message for materializing a channel.

Message describing MediaWarehouseConfig.

All the supported model types in Vision AI App Platform.

Message describing node object.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Message describing one edge pointing into a node.

Normalized Polygon.

Normalized Pplyline, which represents a curve consisting of connected straight-line segments.

A vertex represents a 2D point in the image. NOTE: the normalized vertex coordinates are relative to the original image and range from 0 to 1.

Prediction output format for Generic Object Detection.

The entity info for annotations from object detection prediction result.

Identified box contains location and the entity of the object.

Bounding Box in the normalized coordinates.

Message describing OccupancyCountConfig.

The prediction result proto for occupancy counting.

The dwell time info for annotations from occupancy counting operator.

The entity info for annotations from occupancy counting operator.

Identified box contains location and the entity of the object.

Bounding Box in the normalized coordinates.

The statistics info for annotations from occupancy counting operator.

The object info and accumulated count for annotations from occupancy counting operator.

Message for the active zone count.

Message for Crossing line count.

The object info and instant count for annotations from occupancy counting operator.

The track info for annotations from occupancy counting operator.

Represents the metadata of the long-running operation.

The quanta of datum that the series accepts.

The message that represents packet header.

The message that represents the data type of a packet.

The message that fully specifies the type of the packet.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Partition to specify the partition in time and space for sub-asset level annotation.

Partition of asset in space.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Partition of asset in UTC Epoch time.

Message describing FaceBlurConfig.

Type of Person Blur

Message describing PersonVehicleDetectionConfig.

Message describing PersonalProtectiveEquipmentDetectionConfig.

Output format for Personal Protective Equipment Detection Operator.

Detected Person contains the detected person and their associated ppes and their protecting information.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Bounding Box in the normalized coordinates.

The entity info for annotations from PPE detection prediction result.

PPEIdentified box contains the location and the entity info of the PPE.

The entity info for annotations from person detection prediction result.

PersonIdentified box contains the location and the entity info of the person.

Message describing Processor object. Next ID: 18

The abstract base class for a message.

Type

Next ID: 24

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Message describing the input / output specifications of a processor.

High level data types supported by the processor.

Message for input channel specification.

Message for output channel specification.

Message for instance resource channel specification. External resources are virtual nodes which are not expressed in the application graph. Each processor expresses its out-graph spec, so customer is able to override the external source or destinations to the

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

The descriptor for a raw image.

Control message for a ReceiveEventsResponse.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Request message for ReceiveEvents.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

SetupRequest is the first message sent to the service to setup the RPC connection.

Response message for the ReceiveEvents.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Control message for a ReceivePacketsResponse.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Request message for receiving packets.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

The message specifying the initial settings for the ReceivePackets session.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Response message from ReceivePackets.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Request message for releasing lease.

Response message for release lease.

Message for removing stream input from an Application.

Message about target streamInput to remove.

Message for RemoveApplicationStreamInput Response.

Request message for renewing a lease.

RequestMetadata is the metadata message for the request.

Message describing general annotation for resources.

Request message for SearchAssets.

Response message for SearchAssets.

SearchConfig stores different properties that will affect search behaviors and search results.

Central configuration for custom search criteria.

Search result contains asset name and corresponding time ranges.

Request message for sending packets.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Response message for sending packets.

Message describing the Series object.

The abstract base class for a message.

The abstract base class for a message.

The message that represents series metadata.

The message that represents server metadata.

Message describing the Stream object. The Stream and the Event resources are many to many; i.e., each Stream resource can associate to many Event resources and each Event resource can associate to many Stream resources.

The abstract base class for a message.

The abstract base class for a message.

message about annotations about Vision AI stream resource.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Enum describing all possible types of a stream annotation.

A wrapper of repeated StreamAnnotation.

Message describing Vision AI stream with application specific annotations. All the StreamAnnotation object inside this message MUST have unique id.

Message describing annotations specific to application node.

A list of string-type values.

Message for undeploying an Application.

Message for UndeployApplication Response.

Message for updating an Analysis.

Request message for UpdateAnnotation API.

Message for updating an ApplicationInstance.

Message for UpdateApplicationInstances Response.

Message for updating an Application.

Message for updating stream input to an Application.

Message for AddApplicationStreamInput Response.

Response message for UpdateAsset.

Message for updating a Cluster.

Request message for UpdateCorpus.

Request message for UpdateDataSchema.

Message for updating an Draft.

Message for updating a Event.

Message for updating a Processor.

Request message for UpdateSearchConfig.

Message for updating a Series.

Message for updating a Stream.

Annotation provided by users.

Message describing VertexAutoMLVideoConfig.

Message of configurations of Vertex AutoML Vision Processors.

Message describing VertexCustomConfig.

Prediction output format for Video Action Recognition.

Each IdentifiedAction is one particular identification of an action specified with the AnnotationSpec id, display_name and the associated confidence score.

Prediction output format for Video Classification.

Each IdentifiedClassification is one particular identification of an classification specified with the AnnotationSpec id and display_name, and the associated confidence score.

Prediction output format for Video Object Tracking.

Boundingbox for detected object. I.e. the rectangle over the video frame pinpointing the found AnnotationSpec. The coordinates are relative to the frame size, and the point 0,0 is in the top left of the frame.

Each DetectedObject is one particular identification of an object specified with the AnnotationSpec id and display_name, the bounding box, the associated confidence score and the corresponding track_id.

Message describing Video Stream Input Config. This message should only be used as a placeholder for builtin:stream-input processor, actual stream binding should be specified using corresponding API.

API documentation for visionai_v1.services.app_platform.pagers module.

API documentation for visionai_v1.services.live_video_analytics.pagers module.

API documentation for visionai_v1.services.streams_service.pagers module.

API documentation for visionai_v1.services.warehouse.pagers module.

API documentation for visionai_v1alpha1.services.app_platform.pagers module.

API documentation for visionai_v1alpha1.services.live_video_analytics.pagers module.

API documentation for visionai_v1alpha1.services.streams_service.pagers module.

API documentation for visionai_v1alpha1.services.warehouse.pagers module.