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FeaturestoreOnlineServingServiceAsyncClient
(
*
,
credentials
:
Optional
[
google
.
auth
.
credentials
.
Credentials
]
=
None
,
transport
:
Union
[
str
,
google
.
cloud
.
aiplatform_v1beta1
.
services
.
featurestore_online_serving_service
.
transports
.
base
.
FeaturestoreOnlineServingServiceTransport
]
=
'grpc_asyncio'
,
client_options
:
Optional
[
google
.
api_core
.
client_options
.
ClientOptions
]
=
None
,
client_info
:
google
.
api_core
.
gapic_v1
.
client_info
.
ClientInfo
=
< google
.
api_core
.
gapic_v1
.
client_info
.
ClientInfo
object
> )
A service for serving online feature values.
Inheritance
builtins.object > FeaturestoreOnlineServingServiceAsyncClientProperties
transport
Returns the transport used by the client instance.
Type | Description |
FeaturestoreOnlineServingServiceTransport | The transport used by the client instance. |
Methods
FeaturestoreOnlineServingServiceAsyncClient
FeaturestoreOnlineServingServiceAsyncClient
(
*
,
credentials
:
Optional
[
google
.
auth
.
credentials
.
Credentials
]
=
None
,
transport
:
Union
[
str
,
google
.
cloud
.
aiplatform_v1beta1
.
services
.
featurestore_online_serving_service
.
transports
.
base
.
FeaturestoreOnlineServingServiceTransport
]
=
'grpc_asyncio'
,
client_options
:
Optional
[
google
.
api_core
.
client_options
.
ClientOptions
]
=
None
,
client_info
:
google
.
api_core
.
gapic_v1
.
client_info
.
ClientInfo
=
< google
.
api_core
.
gapic_v1
.
client_info
.
ClientInfo
object
> )
Instantiates the featurestore online serving service client.
Name | Description |
credentials | Optional[google.auth.credentials.Credentials]
The authorization credentials to attach to requests. These credentials identify the application to the service; if none are specified, the client will attempt to ascertain the credentials from the environment. |
transport | Union[str, `.FeaturestoreOnlineServingServiceTransport`]
The transport to use. If set to None, a transport is chosen automatically. |
client_options | ClientOptions
Custom options for the client. It won't take effect if a |
Type | Description |
google.auth.exceptions.MutualTlsChannelError | If mutual TLS transport creation failed for any reason. |
common_billing_account_path
common_billing_account_path
(
billing_account
:
str
)
Returns a fully-qualified billing_account string.
common_folder_path
common_folder_path
(
folder
:
str
)
Returns a fully-qualified folder string.
common_location_path
common_location_path
(
project
:
str
,
location
:
str
)
Returns a fully-qualified location string.
common_organization_path
common_organization_path
(
organization
:
str
)
Returns a fully-qualified organization string.
common_project_path
common_project_path
(
project
:
str
)
Returns a fully-qualified project string.
entity_type_path
entity_type_path
(
project
:
str
,
location
:
str
,
featurestore
:
str
,
entity_type
:
str
)
Returns a fully-qualified entity_type string.
from_service_account_file
from_service_account_file
(
filename
:
str
,
*
args
,
**
kwargs
)
Creates an instance of this client using the provided credentials file.
Name | Description |
filename | str
The path to the service account private key json file. |
Type | Description |
---|---|
FeaturestoreOnlineServingServiceAsyncClient | The constructed client. |
from_service_account_info
from_service_account_info
(
info
:
dict
,
*
args
,
**
kwargs
)
Creates an instance of this client using the provided credentials info.
Name | Description |
info | dict
The service account private key info. |
Type | Description |
---|---|
FeaturestoreOnlineServingServiceAsyncClient | The constructed client. |
from_service_account_json
from_service_account_json
(
filename
:
str
,
*
args
,
**
kwargs
)
Creates an instance of this client using the provided credentials file.
Name | Description |
filename | str
The path to the service account private key json file. |
Type | Description |
---|---|
FeaturestoreOnlineServingServiceAsyncClient | The constructed client. |
get_transport_class
get_transport_class
()
Returns an appropriate transport class.
parse_common_billing_account_path
parse_common_billing_account_path
(
path
:
str
)
Parse a billing_account path into its component segments.
parse_common_folder_path
parse_common_folder_path
(
path
:
str
)
Parse a folder path into its component segments.
parse_common_location_path
parse_common_location_path
(
path
:
str
)
Parse a location path into its component segments.
parse_common_organization_path
parse_common_organization_path
(
path
:
str
)
Parse a organization path into its component segments.
parse_common_project_path
parse_common_project_path
(
path
:
str
)
Parse a project path into its component segments.
parse_entity_type_path
parse_entity_type_path
(
path
:
str
)
Parses a entity_type path into its component segments.
read_feature_values
read_feature_values
(
request
:
Optional
[
Union
[
google
.
cloud
.
aiplatform_v1beta1
.
types
.
featurestore_online_service
.
ReadFeatureValuesRequest
,
dict
]]
=
None
,
*
,
entity_type
:
Optional
[
str
]
=
None
,
retry
:
Union
[
google
.
api_core
.
retry
.
Retry
,
object
]
=
< _MethodDefault
.
_DEFAULT_VALUE
:
< object
object
>> ,
timeout
:
Optional
[
float
]
=
None
,
metadata
:
Sequence
[
Tuple
[
str
,
str
]]
=
())
Reads Feature values of a specific entity of an EntityType. For reading feature values of multiple entities of an EntityType, please use StreamingReadFeatureValues.
Name | Description |
request | Union[ google.cloud.aiplatform_v1beta1.types.ReadFeatureValuesRequest
, dict]
The request object. Request message for FeaturestoreOnlineServingService.ReadFeatureValues . |
entity_type | `str`
Required. The resource name of the EntityType for the entity being read. Value format: |
retry | google.api_core.retry.Retry
Designation of what errors, if any, should be retried. |
timeout | float
The timeout for this request. |
metadata | Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata. |
Type | Description |
google.cloud.aiplatform_v1beta1.types.ReadFeatureValuesResponse | Response message for FeaturestoreOnlineServingService.ReadFeatureValues . |
streaming_read_feature_values
streaming_read_feature_values
(
request
:
Optional
[
Union
[
google
.
cloud
.
aiplatform_v1beta1
.
types
.
featurestore_online_service
.
StreamingReadFeatureValuesRequest
,
dict
]]
=
None
,
*
,
entity_type
:
Optional
[
str
]
=
None
,
retry
:
Union
[
google
.
api_core
.
retry
.
Retry
,
object
]
=
< _MethodDefault
.
_DEFAULT_VALUE
:
< object
object
>> ,
timeout
:
Optional
[
float
]
=
None
,
metadata
:
Sequence
[
Tuple
[
str
,
str
]]
=
())
Reads Feature values for multiple entities. Depending on their size, data for different entities may be broken up across multiple responses.
Name | Description |
request | Union[ google.cloud.aiplatform_v1beta1.types.StreamingReadFeatureValuesRequest
, dict]
The request object. Request message for [FeaturestoreOnlineServingService.StreamingFeatureValuesRead][]. |
entity_type | `str`
Required. The resource name of the entities' type. Value format: |
retry | google.api_core.retry.Retry
Designation of what errors, if any, should be retried. |
timeout | float
The timeout for this request. |
metadata | Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata. |
Type | Description |
AsyncIterable[ google.cloud.aiplatform_v1beta1.types.ReadFeatureValuesResponse ] | Response message for FeaturestoreOnlineServingService.ReadFeatureValues . |