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ModelGardenServiceAsyncClient
(
*
,
credentials
:
typing
.
Optional
[
google
.
auth
.
credentials
.
Credentials
]
=
None
,
transport
:
typing
.
Union
[
str
,
google
.
cloud
.
aiplatform_v1
.
services
.
model_garden_service
.
transports
.
base
.
ModelGardenServiceTransport
]
=
'grpc_asyncio'
,
client_options
:
typing
.
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
> )
The interface of Model Garden Service.
Properties
transport
Returns the transport used by the client instance.
ModelGardenServiceTransport
Methods
ModelGardenServiceAsyncClient
ModelGardenServiceAsyncClient
(
*
,
credentials
:
typing
.
Optional
[
google
.
auth
.
credentials
.
Credentials
]
=
None
,
transport
:
typing
.
Union
[
str
,
google
.
cloud
.
aiplatform_v1
.
services
.
model_garden_service
.
transports
.
base
.
ModelGardenServiceTransport
]
=
'grpc_asyncio'
,
client_options
:
typing
.
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 model garden service client.
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, .ModelGardenServiceTransport
]
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 transport
instance is provided. (1) The api_endpoint
property can be used to override the default endpoint provided by the client. GOOGLE_API_USE_MTLS_ENDPOINT environment variable can also be used to override the endpoint: "always" (always use the default mTLS endpoint), "never" (always use the default regular endpoint) and "auto" (auto switch to the default mTLS endpoint if client certificate is present, this is the default value). However, the api_endpoint
property takes precedence if provided. (2) If GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is "true", then the client_cert_source
property can be used to provide client certificate for mutual TLS transport. If not provided, the default SSL client certificate will be used if present. If GOOGLE_API_USE_CLIENT_CERTIFICATE is "false" or not set, no client certificate will be used.
google.auth.exceptions.MutualTlsChannelError
cancel_operation
cancel_operation
(
request
:
typing
.
Optional
[
google
.
longrunning
.
operations_pb2
.
CancelOperationRequest
]
=
None
,
*
,
retry
:
typing
.
Union
[
google
.
api_core
.
retry
.
Retry
,
google
.
api_core
.
gapic_v1
.
method
.
_MethodDefault
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
timeout
:
typing
.
Union
[
float
,
object
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
metadata
:
typing
.
Sequence
[
typing
.
Tuple
[
str
,
str
]]
=
()
)
-
> None
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
.
request
.operations_pb2.CancelOperationRequest
The request object. Request message for CancelOperation
method.
retry
google.api_core.retry.Retry
Designation of what errors, if any, should be retried.
timeout
float
The timeout for this request.
metadata
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata.
common_billing_account_path
common_billing_account_path
(
billing_account
:
str
)
-
> str
Returns a fully-qualified billing_account string.
common_folder_path
common_folder_path
(
folder
:
str
)
-
> str
Returns a fully-qualified folder string.
common_location_path
common_location_path
(
project
:
str
,
location
:
str
)
-
> str
Returns a fully-qualified location string.
common_organization_path
common_organization_path
(
organization
:
str
)
-
> str
Returns a fully-qualified organization string.
common_project_path
common_project_path
(
project
:
str
)
-
> str
Returns a fully-qualified project string.
delete_operation
delete_operation
(
request
:
typing
.
Optional
[
google
.
longrunning
.
operations_pb2
.
DeleteOperationRequest
]
=
None
,
*
,
retry
:
typing
.
Union
[
google
.
api_core
.
retry
.
Retry
,
google
.
api_core
.
gapic_v1
.
method
.
_MethodDefault
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
timeout
:
typing
.
Union
[
float
,
object
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
metadata
:
typing
.
Sequence
[
typing
.
Tuple
[
str
,
str
]]
=
()
)
-
> None
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
.
request
.operations_pb2.DeleteOperationRequest
The request object. Request message for DeleteOperation
method.
retry
google.api_core.retry.Retry
Designation of what errors, if any, should be retried.
timeout
float
The timeout for this request.
metadata
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata.
from_service_account_file
from_service_account_file
(
filename
:
str
,
*
args
,
**
kwargs
)
Creates an instance of this client using the provided credentials file.
filename
str
The path to the service account private key json file.
ModelGardenServiceAsyncClient
from_service_account_info
from_service_account_info
(
info
:
dict
,
*
args
,
**
kwargs
)
Creates an instance of this client using the provided credentials info.
info
dict
The service account private key info.
ModelGardenServiceAsyncClient
from_service_account_json
from_service_account_json
(
filename
:
str
,
*
args
,
**
kwargs
)
Creates an instance of this client using the provided credentials file.
filename
str
The path to the service account private key json file.
ModelGardenServiceAsyncClient
get_iam_policy
get_iam_policy
(
request
:
typing
.
Optional
[
google
.
iam
.
v1
.
iam_policy_pb2
.
GetIamPolicyRequest
]
=
None
,
*
,
retry
:
typing
.
Union
[
google
.
api_core
.
retry
.
Retry
,
google
.
api_core
.
gapic_v1
.
method
.
_MethodDefault
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
timeout
:
typing
.
Union
[
float
,
object
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
metadata
:
typing
.
Sequence
[
typing
.
Tuple
[
str
,
str
]]
=
()
)
-
> google
.
iam
.
v1
.
policy_pb2
.
Policy
Gets the IAM access control policy for a function.
Returns an empty policy if the function exists and does not have a policy set.
request
.iam_policy_pb2.GetIamPolicyRequest
The request object. Request message for GetIamPolicy
method.
retry
google.api_core.retry.Retry
Designation of what errors, if any, should be retried.
timeout
float
The timeout for this request.
metadata
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata.
.policy_pb2.Policy
Policy
is a collection of bindings
. A binding
binds one or more members
to a single role
. Members can be user accounts, service accounts, Google groups, and domains (such as G Suite). A role
is a named list of permissions (defined by IAM or configured by users). A binding
can optionally specify a condition
, which is a logic expression that further constrains the role binding based on attributes about the request and/or target resource. **JSON Example** :: { "bindings": [ { "role": "roles/resourcemanager.organizationAdmin", "members": [ "user:mike@example.com", "group:admins@example.com", "domain:google.com", "serviceAccount:my-project-id@appspot.gserviceaccount.com" ] }, { "role": "roles/resourcemanager.organizationViewer", "members": ["user:eve@example.com"], "condition": { "title": "expirable access", "description": "Does not grant access after Sep 2020", "expression": "request.time < timestamp('2020-10-01t00:00:00.000z')",="" }="" }="" ]="" }="" **yaml="" example**="" ::="" bindings:="" -="" members:="" -="" user:mike@example.com="" -="" group:admins@example.com="" -="" domain:google.com="" -="" serviceaccount:my-project-id@appspot.gserviceaccount.com="" role:="" roles/resourcemanager.organizationadmin="" -="" members:="" -="" user:eve@example.com="" role:="" roles/resourcemanager.organizationviewer="" condition:="" title:="" expirable="" access="" description:="" does="" not="" grant="" access="" after="" sep="" 2020="" expression:="" request.time="">< timestamp('2020-10-01t00:00:00.000z')="" for="" a="" description="" of="" iam="" and="" its="" features,="" see="" the=""> IAM developer's guide
__.get_location
get_location
(
request
:
typing
.
Optional
[
google
.
cloud
.
location
.
locations_pb2
.
GetLocationRequest
]
=
None
,
*
,
retry
:
typing
.
Union
[
google
.
api_core
.
retry
.
Retry
,
google
.
api_core
.
gapic_v1
.
method
.
_MethodDefault
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
timeout
:
typing
.
Union
[
float
,
object
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
metadata
:
typing
.
Sequence
[
typing
.
Tuple
[
str
,
str
]]
=
()
)
-
> google
.
cloud
.
location
.
locations_pb2
.
Location
Gets information about a location.
request
.location_pb2.GetLocationRequest
The request object. Request message for GetLocation
method.
retry
google.api_core.retry.Retry
Designation of what errors, if any, should be retried.
timeout
float
The timeout for this request.
metadata
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata.
.location_pb2.Location
get_mtls_endpoint_and_cert_source
get_mtls_endpoint_and_cert_source
(
client_options
:
typing
.
Optional
[
google
.
api_core
.
client_options
.
ClientOptions
]
=
None
,
)
Return the API endpoint and client cert source for mutual TLS.
The client cert source is determined in the following order:
(1) if GOOGLE_API_USE_CLIENT_CERTIFICATE
environment variable is not "true", the
client cert source is None.
(2) if client_options.client_cert_source
is provided, use the provided one; if the
default client cert source exists, use the default one; otherwise the client cert
source is None.
The API endpoint is determined in the following order:
(1) if client_options.api_endpoint
if provided, use the provided one.
(2) if GOOGLE_API_USE_CLIENT_CERTIFICATE
environment variable is "always", use the
default mTLS endpoint; if the environment variable is "never", use the default API
endpoint; otherwise if client cert source exists, use the default mTLS endpoint, otherwise
use the default API endpoint.
More details can be found at https://google.aip.dev/auth/4114 .
client_options
google.api_core.client_options.ClientOptions
Custom options for the client. Only the api_endpoint
and client_cert_source
properties may be used in this method.
google.auth.exceptions.MutualTLSChannelError
Tuple[str, Callable[[], Tuple[bytes, bytes]]]
get_operation
get_operation
(
request
:
typing
.
Optional
[
google
.
longrunning
.
operations_pb2
.
GetOperationRequest
]
=
None
,
*
,
retry
:
typing
.
Union
[
google
.
api_core
.
retry
.
Retry
,
google
.
api_core
.
gapic_v1
.
method
.
_MethodDefault
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
timeout
:
typing
.
Union
[
float
,
object
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
metadata
:
typing
.
Sequence
[
typing
.
Tuple
[
str
,
str
]]
=
()
)
-
> google
.
longrunning
.
operations_pb2
.
Operation
Gets the latest state of a long-running operation.
request
.operations_pb2.GetOperationRequest
The request object. Request message for GetOperation
method.
retry
google.api_core.retry.Retry
Designation of what errors, if any, should be retried.
timeout
float
The timeout for this request.
metadata
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata.
.operations_pb2.Operation
Operation
object.get_publisher_model
get_publisher_model
(
request
:
typing
.
Optional
[
typing
.
Union
[
google
.
cloud
.
aiplatform_v1
.
types
.
model_garden_service
.
GetPublisherModelRequest
,
dict
,
]
]
=
None
,
*
,
name
:
typing
.
Optional
[
str
]
=
None
,
retry
:
typing
.
Union
[
google
.
api_core
.
retry
.
Retry
,
google
.
api_core
.
gapic_v1
.
method
.
_MethodDefault
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
timeout
:
typing
.
Union
[
float
,
object
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
metadata
:
typing
.
Sequence
[
typing
.
Tuple
[
str
,
str
]]
=
()
)
-
> google
.
cloud
.
aiplatform_v1
.
types
.
publisher_model
.
PublisherModel
Gets a Model Garden publisher model.
# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
# client as shown in:
# https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import aiplatform_v1
async def sample_get_publisher_model():
# Create a client
client = aiplatform_v1.ModelGardenServiceAsyncClient()
# Initialize request argument(s)
request = aiplatform_v1.GetPublisherModelRequest(
name="name_value",
)
# Make the request
response = await client.get_publisher_model(request=request)
# Handle the response
print(response)
request
Optional[Union[ google.cloud.aiplatform_v1.types.GetPublisherModelRequest
, dict]]
The request object. Request message for ModelGardenService.GetPublisherModel
name
str
Required. The name of the PublisherModel resource. Format: publishers/{publisher}/models/{publisher_model}
This corresponds to the name
field on the request
instance; if request
is provided, this should not be set.
retry
google.api_core.retry.Retry
Designation of what errors, if any, should be retried.
timeout
float
The timeout for this request.
metadata
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata.
get_transport_class
get_transport_class
()
-
> (
typing
.
Type
[
google
.
cloud
.
aiplatform_v1
.
services
.
model_garden_service
.
transports
.
base
.
ModelGardenServiceTransport
]
)
Returns an appropriate transport class.
list_locations
list_locations
(
request
:
typing
.
Optional
[
google
.
cloud
.
location
.
locations_pb2
.
ListLocationsRequest
]
=
None
,
*
,
retry
:
typing
.
Union
[
google
.
api_core
.
retry
.
Retry
,
google
.
api_core
.
gapic_v1
.
method
.
_MethodDefault
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
timeout
:
typing
.
Union
[
float
,
object
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
metadata
:
typing
.
Sequence
[
typing
.
Tuple
[
str
,
str
]]
=
()
)
-
> google
.
cloud
.
location
.
locations_pb2
.
ListLocationsResponse
Lists information about the supported locations for this service.
request
.location_pb2.ListLocationsRequest
The request object. Request message for ListLocations
method.
retry
google.api_core.retry.Retry
Designation of what errors, if any, should be retried.
timeout
float
The timeout for this request.
metadata
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata.
.location_pb2.ListLocationsResponse
ListLocations
method.list_operations
list_operations
(
request
:
typing
.
Optional
[
google
.
longrunning
.
operations_pb2
.
ListOperationsRequest
]
=
None
,
*
,
retry
:
typing
.
Union
[
google
.
api_core
.
retry
.
Retry
,
google
.
api_core
.
gapic_v1
.
method
.
_MethodDefault
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
timeout
:
typing
.
Union
[
float
,
object
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
metadata
:
typing
.
Sequence
[
typing
.
Tuple
[
str
,
str
]]
=
()
)
-
> google
.
longrunning
.
operations_pb2
.
ListOperationsResponse
Lists operations that match the specified filter in the request.
request
.operations_pb2.ListOperationsRequest
The request object. Request message for ListOperations
method.
retry
google.api_core.retry.Retry
Designation of what errors, if any, should be retried.
timeout
float
The timeout for this request.
metadata
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata.
.operations_pb2.ListOperationsResponse
ListOperations
method.parse_common_billing_account_path
parse_common_billing_account_path
(
path
:
str
)
-
> typing
.
Dict
[
str
,
str
]
Parse a billing_account path into its component segments.
parse_common_folder_path
parse_common_folder_path
(
path
:
str
)
-
> typing
.
Dict
[
str
,
str
]
Parse a folder path into its component segments.
parse_common_location_path
parse_common_location_path
(
path
:
str
)
-
> typing
.
Dict
[
str
,
str
]
Parse a location path into its component segments.
parse_common_organization_path
parse_common_organization_path
(
path
:
str
)
-
> typing
.
Dict
[
str
,
str
]
Parse a organization path into its component segments.
parse_common_project_path
parse_common_project_path
(
path
:
str
)
-
> typing
.
Dict
[
str
,
str
]
Parse a project path into its component segments.
parse_publisher_model_path
parse_publisher_model_path
(
path
:
str
)
-
> typing
.
Dict
[
str
,
str
]
Parses a publisher_model path into its component segments.
publisher_model_path
publisher_model_path
(
publisher
:
str
,
model
:
str
)
-
> str
Returns a fully-qualified publisher_model string.
set_iam_policy
set_iam_policy
(
request
:
typing
.
Optional
[
google
.
iam
.
v1
.
iam_policy_pb2
.
SetIamPolicyRequest
]
=
None
,
*
,
retry
:
typing
.
Union
[
google
.
api_core
.
retry
.
Retry
,
google
.
api_core
.
gapic_v1
.
method
.
_MethodDefault
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
timeout
:
typing
.
Union
[
float
,
object
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
metadata
:
typing
.
Sequence
[
typing
.
Tuple
[
str
,
str
]]
=
()
)
-
> google
.
iam
.
v1
.
policy_pb2
.
Policy
Sets the IAM access control policy on the specified function.
Replaces any existing policy.
request
.iam_policy_pb2.SetIamPolicyRequest
The request object. Request message for SetIamPolicy
method.
retry
google.api_core.retry.Retry
Designation of what errors, if any, should be retried.
timeout
float
The timeout for this request.
metadata
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata.
.policy_pb2.Policy
Policy
is a collection of bindings
. A binding
binds one or more members
to a single role
. Members can be user accounts, service accounts, Google groups, and domains (such as G Suite). A role
is a named list of permissions (defined by IAM or configured by users). A binding
can optionally specify a condition
, which is a logic expression that further constrains the role binding based on attributes about the request and/or target resource. **JSON Example** :: { "bindings": [ { "role": "roles/resourcemanager.organizationAdmin", "members": [ "user:mike@example.com", "group:admins@example.com", "domain:google.com", "serviceAccount:my-project-id@appspot.gserviceaccount.com" ] }, { "role": "roles/resourcemanager.organizationViewer", "members": ["user:eve@example.com"], "condition": { "title": "expirable access", "description": "Does not grant access after Sep 2020", "expression": "request.time < timestamp('2020-10-01t00:00:00.000z')",="" }="" }="" ]="" }="" **yaml="" example**="" ::="" bindings:="" -="" members:="" -="" user:mike@example.com="" -="" group:admins@example.com="" -="" domain:google.com="" -="" serviceaccount:my-project-id@appspot.gserviceaccount.com="" role:="" roles/resourcemanager.organizationadmin="" -="" members:="" -="" user:eve@example.com="" role:="" roles/resourcemanager.organizationviewer="" condition:="" title:="" expirable="" access="" description:="" does="" not="" grant="" access="" after="" sep="" 2020="" expression:="" request.time="">< timestamp('2020-10-01t00:00:00.000z')="" for="" a="" description="" of="" iam="" and="" its="" features,="" see="" the=""> IAM developer's guide
__.test_iam_permissions
test_iam_permissions
(
request
:
typing
.
Optional
[
google
.
iam
.
v1
.
iam_policy_pb2
.
TestIamPermissionsRequest
]
=
None
,
*
,
retry
:
typing
.
Union
[
google
.
api_core
.
retry
.
Retry
,
google
.
api_core
.
gapic_v1
.
method
.
_MethodDefault
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
timeout
:
typing
.
Union
[
float
,
object
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
metadata
:
typing
.
Sequence
[
typing
.
Tuple
[
str
,
str
]]
=
()
)
-
> google
.
iam
.
v1
.
iam_policy_pb2
.
TestIamPermissionsResponse
Tests the specified IAM permissions against the IAM access control policy for a function.
If the function does not exist, this will return an empty set of permissions, not a NOT_FOUND error.
request
.iam_policy_pb2.TestIamPermissionsRequest
The request object. Request message for TestIamPermissions
method.
retry
google.api_core.retry.Retry
Designation of what errors, if any, should be retried.
timeout
float
The timeout for this request.
metadata
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata.
.iam_policy_pb2.TestIamPermissionsResponse
TestIamPermissions
method.wait_operation
wait_operation
(
request
:
typing
.
Optional
[
google
.
longrunning
.
operations_pb2
.
WaitOperationRequest
]
=
None
,
*
,
retry
:
typing
.
Union
[
google
.
api_core
.
retry
.
Retry
,
google
.
api_core
.
gapic_v1
.
method
.
_MethodDefault
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
timeout
:
typing
.
Union
[
float
,
object
]
=
_MethodDefault
.
_DEFAULT_VALUE
,
metadata
:
typing
.
Sequence
[
typing
.
Tuple
[
str
,
str
]]
=
()
)
-
> google
.
longrunning
.
operations_pb2
.
Operation
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
.
request
.operations_pb2.WaitOperationRequest
The request object. Request message for WaitOperation
method.
retry
google.api_core.retry.Retry
Designation of what errors, if any, should be retried.
timeout
float
The timeout for this request.
metadata
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata.
.operations_pb2.Operation
Operation
object.