A service for creating and managing Vertex AI's Index resources.
Equality
Instances of this class created via copy-construction or copy-assignment always compare equal. Instances created with equal std::shared_ptr<*Connection> objects compare equal. Objects that compare equal share the same underlying resources.
Performance
Creating a new instance of this class is a relatively expensive operation, new objects establish new connections to the service. In contrast, copy-construction, move-construction, and the corresponding assignment operations are relatively efficient as the copies share all underlying resources.
Thread Safety
Concurrent access to different instances of this class, even if they compare equal, is guaranteed to work. Two or more threads operating on the same instance of this class is not guaranteed to work. Since copy-construction and move-construction is a relatively efficient operation, consider using such a copy when using this class from multiple threads.
Constructors
IndexServiceClient(IndexServiceClient const &)
Copy and move support
| Parameter | |
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| Name | Description |
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IndexServiceClient const &
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IndexServiceClient(IndexServiceClient &&)
Copy and move support
| Parameter | |
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| Name | Description |
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IndexServiceClient &&
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IndexServiceClient(std::shared_ptr< IndexServiceConnection >, Options)
| Parameters | |
|---|---|
| Name | Description |
connection |
std::shared_ptr< IndexServiceConnection >
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opts |
Options
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Operators
operator=(IndexServiceClient const &)
Copy and move support
| Parameter | |
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| Name | Description |
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IndexServiceClient const &
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| Returns | |
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| Type | Description |
IndexServiceClient & |
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operator=(IndexServiceClient &&)
Copy and move support
| Parameter | |
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| Name | Description |
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IndexServiceClient &&
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| Returns | |
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| Type | Description |
IndexServiceClient & |
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Functions
CreateIndex(std::string const &, google::cloud::aiplatform::v1::Index const &, Options)
Creates an Index.
| Parameters | |
|---|---|
| Name | Description |
parent |
std::string const &
Required. The resource name of the Location to create the Index in. Format: |
index |
google::cloud::aiplatform::v1::Index const &
Required. The Index to create. |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
future< StatusOr< google::cloud::aiplatform::v1::Index > > |
A |
CreateIndex(NoAwaitTag, std::string const &, google::cloud::aiplatform::v1::Index const &, Options)
Creates an Index.
Specifying the NoAwaitTag immediately returns the [google::longrunning::Operation] that corresponds to the Long Running Operation that has been started. No polling for operation status occurs.
| Parameters | |
|---|---|
| Name | Description |
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NoAwaitTag
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parent |
std::string const &
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index |
google::cloud::aiplatform::v1::Index const &
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opts |
Options
|
| Returns | |
|---|---|
| Type | Description |
StatusOr< google::longrunning::Operation > |
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CreateIndex(google::cloud::aiplatform::v1::CreateIndexRequest const &, Options)
Creates an Index.
| Parameters | |
|---|---|
| Name | Description |
request |
google::cloud::aiplatform::v1::CreateIndexRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
future< StatusOr< google::cloud::aiplatform::v1::Index > > |
A |
CreateIndex(NoAwaitTag, google::cloud::aiplatform::v1::CreateIndexRequest const &, Options)
Creates an Index.
Specifying the NoAwaitTag immediately returns the [google::longrunning::Operation] that corresponds to the Long Running Operation that has been started. No polling for operation status occurs.
| Parameters | |
|---|---|
| Name | Description |
|
NoAwaitTag
|
request |
google::cloud::aiplatform::v1::CreateIndexRequest const &
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opts |
Options
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| Returns | |
|---|---|
| Type | Description |
StatusOr< google::longrunning::Operation > |
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CreateIndex(google::longrunning::Operation const &, Options)
Creates an Index.
This method accepts a google::longrunning::Operation that corresponds to a previously started Long Running Operation (LRO) and polls the status of the LRO in the background.
| Parameters | |
|---|---|
| Name | Description |
operation |
google::longrunning::Operation const &
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opts |
Options
|
| Returns | |
|---|---|
| Type | Description |
future< StatusOr< google::cloud::aiplatform::v1::Index > > |
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GetIndex(std::string const &, Options)
Gets an Index.
| Parameters | |
|---|---|
| Name | Description |
name |
std::string const &
Required. The name of the Index resource. Format: |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
StatusOr< google::cloud::aiplatform::v1::Index > |
the result of the RPC. The response message type (google.cloud.aiplatform.v1.Index) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
GetIndex(google::cloud::aiplatform::v1::GetIndexRequest const &, Options)
Gets an Index.
| Parameters | |
|---|---|
| Name | Description |
request |
google::cloud::aiplatform::v1::GetIndexRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
StatusOr< google::cloud::aiplatform::v1::Index > |
the result of the RPC. The response message type (google.cloud.aiplatform.v1.Index) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
ListIndexes(std::string const &, Options)
Lists Indexes in a Location.
| Parameters | |
|---|---|
| Name | Description |
parent |
std::string const &
Required. The resource name of the Location from which to list the Indexes. Format: |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
StreamRange< google::cloud::aiplatform::v1::Index > |
a StreamRange to iterate of the results. See the documentation of this type for details. In brief, this class has |
ListIndexes(google::cloud::aiplatform::v1::ListIndexesRequest, Options)
Lists Indexes in a Location.
| Parameters | |
|---|---|
| Name | Description |
request |
google::cloud::aiplatform::v1::ListIndexesRequest
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
StreamRange< google::cloud::aiplatform::v1::Index > |
a StreamRange to iterate of the results. See the documentation of this type for details. In brief, this class has |
UpdateIndex(google::cloud::aiplatform::v1::Index const &, google::protobuf::FieldMask const &, Options)
Updates an Index.
| Parameters | |
|---|---|
| Name | Description |
index |
google::cloud::aiplatform::v1::Index const &
Required. The Index which updates the resource on the server. |
update_mask |
google::protobuf::FieldMask const &
The update mask applies to the resource. For the |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
future< StatusOr< google::cloud::aiplatform::v1::Index > > |
A |
UpdateIndex(NoAwaitTag, google::cloud::aiplatform::v1::Index const &, google::protobuf::FieldMask const &, Options)
Updates an Index.
Specifying the NoAwaitTag immediately returns the [google::longrunning::Operation] that corresponds to the Long Running Operation that has been started. No polling for operation status occurs.
| Parameters | |
|---|---|
| Name | Description |
|
NoAwaitTag
|
index |
google::cloud::aiplatform::v1::Index const &
|
update_mask |
google::protobuf::FieldMask const &
|
opts |
Options
|
| Returns | |
|---|---|
| Type | Description |
StatusOr< google::longrunning::Operation > |
|
UpdateIndex(google::cloud::aiplatform::v1::UpdateIndexRequest const &, Options)
Updates an Index.
| Parameters | |
|---|---|
| Name | Description |
request |
google::cloud::aiplatform::v1::UpdateIndexRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
future< StatusOr< google::cloud::aiplatform::v1::Index > > |
A |
UpdateIndex(NoAwaitTag, google::cloud::aiplatform::v1::UpdateIndexRequest const &, Options)
Updates an Index.
Specifying the NoAwaitTag immediately returns the [google::longrunning::Operation] that corresponds to the Long Running Operation that has been started. No polling for operation status occurs.
| Parameters | |
|---|---|
| Name | Description |
|
NoAwaitTag
|
request |
google::cloud::aiplatform::v1::UpdateIndexRequest const &
|
opts |
Options
|
| Returns | |
|---|---|
| Type | Description |
StatusOr< google::longrunning::Operation > |
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UpdateIndex(google::longrunning::Operation const &, Options)
Updates an Index.
This method accepts a google::longrunning::Operation that corresponds to a previously started Long Running Operation (LRO) and polls the status of the LRO in the background.
| Parameters | |
|---|---|
| Name | Description |
operation |
google::longrunning::Operation const &
|
opts |
Options
|
| Returns | |
|---|---|
| Type | Description |
future< StatusOr< google::cloud::aiplatform::v1::Index > > |
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DeleteIndex(std::string const &, Options)
Deletes an Index.
An Index can only be deleted when all its DeployedIndexes had been undeployed.
| Parameters | |
|---|---|
| Name | Description |
name |
std::string const &
Required. The name of the Index resource to be deleted. Format: |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
future< StatusOr< google::cloud::aiplatform::v1::DeleteOperationMetadata > > |
A |
DeleteIndex(NoAwaitTag, std::string const &, Options)
Deletes an Index.
Specifying the NoAwaitTag immediately returns the [google::longrunning::Operation] that corresponds to the Long Running Operation that has been started. No polling for operation status occurs.
| Parameters | |
|---|---|
| Name | Description |
|
NoAwaitTag
|
name |
std::string const &
|
opts |
Options
|
| Returns | |
|---|---|
| Type | Description |
StatusOr< google::longrunning::Operation > |
|
DeleteIndex(google::cloud::aiplatform::v1::DeleteIndexRequest const &, Options)
Deletes an Index.
An Index can only be deleted when all its DeployedIndexes had been undeployed.
| Parameters | |
|---|---|
| Name | Description |
request |
google::cloud::aiplatform::v1::DeleteIndexRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
future< StatusOr< google::cloud::aiplatform::v1::DeleteOperationMetadata > > |
A |
DeleteIndex(NoAwaitTag, google::cloud::aiplatform::v1::DeleteIndexRequest const &, Options)
Deletes an Index.
Specifying the NoAwaitTag immediately returns the [google::longrunning::Operation] that corresponds to the Long Running Operation that has been started. No polling for operation status occurs.
| Parameters | |
|---|---|
| Name | Description |
|
NoAwaitTag
|
request |
google::cloud::aiplatform::v1::DeleteIndexRequest const &
|
opts |
Options
|
| Returns | |
|---|---|
| Type | Description |
StatusOr< google::longrunning::Operation > |
|
DeleteIndex(google::longrunning::Operation const &, Options)
Deletes an Index.
This method accepts a google::longrunning::Operation that corresponds to a previously started Long Running Operation (LRO) and polls the status of the LRO in the background.
| Parameters | |
|---|---|
| Name | Description |
operation |
google::longrunning::Operation const &
|
opts |
Options
|
| Returns | |
|---|---|
| Type | Description |
future< StatusOr< google::cloud::aiplatform::v1::DeleteOperationMetadata > > |
|
UpsertDatapoints(google::cloud::aiplatform::v1::UpsertDatapointsRequest const &, Options)
Add/update Datapoints into an Index.
| Parameters | |
|---|---|
| Name | Description |
request |
google::cloud::aiplatform::v1::UpsertDatapointsRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
StatusOr< google::cloud::aiplatform::v1::UpsertDatapointsResponse > |
the result of the RPC. The response message type (google.cloud.aiplatform.v1.UpsertDatapointsResponse) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
RemoveDatapoints(google::cloud::aiplatform::v1::RemoveDatapointsRequest const &, Options)
Remove Datapoints from an Index.
| Parameters | |
|---|---|
| Name | Description |
request |
google::cloud::aiplatform::v1::RemoveDatapointsRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
StatusOr< google::cloud::aiplatform::v1::RemoveDatapointsResponse > |
the result of the RPC. The response message type (google.cloud.aiplatform.v1.RemoveDatapointsResponse) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
ListLocations(google::cloud::location::ListLocationsRequest, Options)
Lists information about the supported locations for this service.
| Parameters | |
|---|---|
| Name | Description |
request |
google::cloud::location::ListLocationsRequest
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
StreamRange< google::cloud::location::Location > |
a StreamRange to iterate of the results. See the documentation of this type for details. In brief, this class has |
GetLocation(google::cloud::location::GetLocationRequest const &, Options)
Gets information about a location.
| Parameters | |
|---|---|
| Name | Description |
request |
google::cloud::location::GetLocationRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
StatusOr< google::cloud::location::Location > |
the result of the RPC. The response message type (google.cloud.location.Location) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
SetIamPolicy(google::iam::v1::SetIamPolicyRequest const &, Options)
Sets the access control policy on the specified resource.
Replaces any existing policy.
Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.
| Parameters | |
|---|---|
| Name | Description |
request |
google::iam::v1::SetIamPolicyRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
StatusOr< google::iam::v1::Policy > |
the result of the RPC. The response message type (google.iam.v1.Policy) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
GetIamPolicy(google::iam::v1::GetIamPolicyRequest const &, Options)
Gets the access control policy for a resource.
Returns an empty policy if the resource exists and does not have a policy set.
| Parameters | |
|---|---|
| Name | Description |
request |
google::iam::v1::GetIamPolicyRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
StatusOr< google::iam::v1::Policy > |
the result of the RPC. The response message type (google.iam.v1.Policy) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
TestIamPermissions(google::iam::v1::TestIamPermissionsRequest const &, Options)
Returns permissions that a caller has on the specified resource.
If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.
Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may "fail open" without warning.
| Parameters | |
|---|---|
| Name | Description |
request |
google::iam::v1::TestIamPermissionsRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
StatusOr< google::iam::v1::TestIamPermissionsResponse > |
the result of the RPC. The response message type (google.iam.v1.TestIamPermissionsResponse) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
ListOperations(std::string const &, std::string const &, Options)
Lists operations that match the specified filter in the request.
If the server doesn't support this method, it returns UNIMPLEMENTED.
| Parameters | |
|---|---|
| Name | Description |
name |
std::string const &
The name of the operation's parent resource. |
filter |
std::string const &
The standard list filter. |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
StreamRange< google::longrunning::Operation > |
a StreamRange to iterate of the results. See the documentation of this type for details. In brief, this class has |
ListOperations(google::longrunning::ListOperationsRequest, Options)
Lists operations that match the specified filter in the request.
If the server doesn't support this method, it returns UNIMPLEMENTED.
| Parameters | |
|---|---|
| Name | Description |
request |
google::longrunning::ListOperationsRequest
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
StreamRange< google::longrunning::Operation > |
a StreamRange to iterate of the results. See the documentation of this type for details. In brief, this class has |
GetOperation(std::string const &, Options)
Gets the latest state of a long-running operation.
Clients can use this method to poll the operation result at intervals as recommended by the API service.
| Parameters | |
|---|---|
| Name | Description |
name |
std::string const &
The name of the operation resource. |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
StatusOr< google::longrunning::Operation > |
the result of the RPC. The response message type (google.longrunning.Operation) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
GetOperation(google::longrunning::GetOperationRequest const &, Options)
Gets the latest state of a long-running operation.
Clients can use this method to poll the operation result at intervals as recommended by the API service.
| Parameters | |
|---|---|
| Name | Description |
request |
google::longrunning::GetOperationRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
StatusOr< google::longrunning::Operation > |
the result of the RPC. The response message type (google.longrunning.Operation) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |
DeleteOperation(std::string const &, Options)
Deletes a long-running operation.
This method indicates that the client is no longer interested in the operation result. It does not cancel the operation. If the server doesn't support this method, it returns google.rpc.Code.UNIMPLEMENTED.
| Parameters | |
|---|---|
| Name | Description |
name |
std::string const &
The name of the operation resource to be deleted. |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
Status |
a |
DeleteOperation(google::longrunning::DeleteOperationRequest const &, Options)
Deletes a long-running operation.
This method indicates that the client is no longer interested in the operation result. It does not cancel the operation. If the server doesn't support this method, it returns google.rpc.Code.UNIMPLEMENTED.
| Parameters | |
|---|---|
| Name | Description |
request |
google::longrunning::DeleteOperationRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
Status |
a |
CancelOperation(std::string const &, Options)
Starts asynchronous cancellation on a long-running operation.
The server makes a best effort to cancel the operation, but success is not guaranteed. If the server doesn't support this method, it returns google.rpc.Code.UNIMPLEMENTED. Clients can use Operations.GetOperation or other methods to check whether the cancellation succeeded or whether the operation completed despite cancellation. On successful cancellation, the operation is not deleted; instead, it becomes an operation with an Operation.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED.
| Parameters | |
|---|---|
| Name | Description |
name |
std::string const &
The name of the operation resource to be cancelled. |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
Status |
a |
CancelOperation(google::longrunning::CancelOperationRequest const &, Options)
Starts asynchronous cancellation on a long-running operation.
The server makes a best effort to cancel the operation, but success is not guaranteed. If the server doesn't support this method, it returns google.rpc.Code.UNIMPLEMENTED. Clients can use Operations.GetOperation or other methods to check whether the cancellation succeeded or whether the operation completed despite cancellation. On successful cancellation, the operation is not deleted; instead, it becomes an operation with an Operation.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED.
| Parameters | |
|---|---|
| Name | Description |
request |
google::longrunning::CancelOperationRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
Status |
a |
WaitOperation(google::longrunning::WaitOperationRequest const &, Options)
Waits until the specified long-running operation is done or reaches at most a specified timeout, returning the latest state.
If the operation is already done, the latest state is immediately returned. If the timeout specified is greater than the default HTTP/RPC timeout, the HTTP/RPC timeout is used. If the server does not support this method, it returns google.rpc.Code.UNIMPLEMENTED. Note that this method is on a best-effort basis. It may return the latest state before the specified timeout (including immediately), meaning even an immediate response is no guarantee that the operation is done.
| Parameters | |
|---|---|
| Name | Description |
request |
google::longrunning::WaitOperationRequest const &
Unary RPCs, such as the one wrapped by this function, receive a single |
opts |
Options
Optional. Override the class-level options, such as retry and backoff policies. |
| Returns | |
|---|---|
| Type | Description |
StatusOr< google::longrunning::Operation > |
the result of the RPC. The response message type (google.longrunning.Operation) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the |