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|
type: google.api.Service
config_version: 3
name: automl.googleapis.com
title: Cloud AutoML API
apis:
- name: google.cloud.automl.v1.AutoMl
- name: google.cloud.automl.v1.PredictionService
types:
- name: google.cloud.automl.v1.BatchPredictResult
- name: google.cloud.automl.v1.OperationMetadata
documentation:
summary: |-
Train high-quality custom machine learning models with minimum effort and
machine learning expertise.
overview: |-
Cloud AutoML is a suite of machine learning products that enables
developers with limited machine learning expertise to train high-quality
models specific to their business needs, by leveraging Google's
state-of-the-art transfer learning, and Neural Architecture Search
technology.
rules:
- selector: google.cloud.location.Locations.GetLocation
description: Gets information about a location.
- selector: google.cloud.location.Locations.ListLocations
description: Lists information about the supported locations for this service.
- selector: google.iam.v1.IAMPolicy.GetIamPolicy
description: |-
Gets the access control policy for a resource. Returns an empty policy
if the resource exists and does not have a policy set.
- selector: google.iam.v1.IAMPolicy.SetIamPolicy
description: |-
Sets the access control policy on the specified resource. Replaces
any existing policy.
Can return `NOT_FOUND`, `INVALID_ARGUMENT`, and `PERMISSION_DENIED`
errors.
- selector: google.iam.v1.IAMPolicy.TestIamPermissions
description: |-
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.
backend:
rules:
- selector: 'google.cloud.automl.v1.AutoMl.*'
deadline: 5.0
- selector: google.cloud.automl.v1.AutoMl.CreateModel
deadline: 20.0
- selector: google.cloud.automl.v1.AutoMl.DeployModel
deadline: 20.0
- selector: google.cloud.automl.v1.AutoMl.ExportData
deadline: 20.0
- selector: google.cloud.automl.v1.AutoMl.ImportData
deadline: 20.0
- selector: google.cloud.automl.v1.AutoMl.ListDatasets
deadline: 50.0
- selector: google.cloud.automl.v1.AutoMl.ListModelEvaluations
deadline: 50.0
- selector: google.cloud.automl.v1.AutoMl.ListModels
deadline: 50.0
- selector: google.cloud.automl.v1.PredictionService.BatchPredict
deadline: 20.0
- selector: google.cloud.automl.v1.PredictionService.Predict
deadline: 60.0
- selector: google.cloud.location.Locations.GetLocation
deadline: 5.0
- selector: google.cloud.location.Locations.ListLocations
deadline: 5.0
- selector: 'google.iam.v1.IAMPolicy.*'
deadline: 5.0
- selector: 'google.longrunning.Operations.*'
deadline: 5.0
- selector: google.longrunning.Operations.ListOperations
deadline: 50.0
- selector: google.longrunning.Operations.WaitOperation
deadline: 300.0
http:
rules:
- selector: google.cloud.location.Locations.GetLocation
get: '/v1/{name=projects/*/locations/*}'
- selector: google.cloud.location.Locations.ListLocations
get: '/v1/{name=projects/*}/locations'
- selector: google.iam.v1.IAMPolicy.GetIamPolicy
get: '/v1/{resource=projects/*/locations/*}:getIamPolicy'
additional_bindings:
- get: '/v1/{resource=projects/*/locations/*/datasets/*}:getIamPolicy'
- get: '/v1/{resource=projects/*/locations/*/models/*}:getIamPolicy'
- selector: google.iam.v1.IAMPolicy.SetIamPolicy
post: '/v1/{resource=projects/*/locations/*}:setIamPolicy'
body: '*'
additional_bindings:
- post: '/v1/{resource=projects/*/locations/*/datasets/*}:setIamPolicy'
body: '*'
- post: '/v1/{resource=projects/*/locations/*/models/*}:setIamPolicy'
body: '*'
- selector: google.iam.v1.IAMPolicy.TestIamPermissions
post: '/v1/{resource=projects/*/locations/*/**}:testIamPermissions'
body: '*'
- selector: google.longrunning.Operations.CancelOperation
post: '/v1/{name=projects/*/locations/*/operations/*}:cancel'
body: '*'
- selector: google.longrunning.Operations.DeleteOperation
delete: '/v1/{name=projects/*/locations/*/operations/*}'
- selector: google.longrunning.Operations.GetOperation
get: '/v1/{name=projects/*/locations/*/operations/*}'
- selector: google.longrunning.Operations.ListOperations
get: '/v1/{name=projects/*/locations/*}/operations'
- selector: google.longrunning.Operations.WaitOperation
post: '/v1/{name=projects/*/locations/*/operations/*}:wait'
body: '*'
authentication:
rules:
- selector: 'google.cloud.automl.v1.AutoMl.*'
oauth:
canonical_scopes: |-
https://www.googleapis.com/auth/cloud-platform
- selector: google.cloud.automl.v1.PredictionService.BatchPredict
oauth:
canonical_scopes: |-
https://www.googleapis.com/auth/cloud-platform
- selector: google.cloud.automl.v1.PredictionService.Predict
oauth:
canonical_scopes: |-
https://www.googleapis.com/auth/cloud-platform
- selector: google.cloud.location.Locations.GetLocation
oauth:
canonical_scopes: |-
https://www.googleapis.com/auth/cloud-platform
- selector: google.cloud.location.Locations.ListLocations
oauth:
canonical_scopes: |-
https://www.googleapis.com/auth/cloud-platform
- selector: 'google.iam.v1.IAMPolicy.*'
oauth:
canonical_scopes: |-
https://www.googleapis.com/auth/cloud-platform
- selector: 'google.longrunning.Operations.*'
oauth:
canonical_scopes: |-
https://www.googleapis.com/auth/cloud-platform
|
