128 lines
4.4 KiB
YAML
128 lines
4.4 KiB
YAML
type: google.api.Service
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config_version: 3
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name: automl.googleapis.com
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title: Cloud AutoML API
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apis:
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- name: google.cloud.automl.v1.AutoMl
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- name: google.cloud.automl.v1.PredictionService
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types:
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- name: google.cloud.automl.v1.BatchPredictResult
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- name: google.cloud.automl.v1.OperationMetadata
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documentation:
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summary: |-
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Train high-quality custom machine learning models with minimum effort and
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machine learning expertise.
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overview: |-
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Cloud AutoML is a suite of machine learning products that enables
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developers with limited machine learning expertise to train high-quality
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models specific to their business needs, by leveraging Google's
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state-of-the-art transfer learning, and Neural Architecture Search
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technology.
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rules:
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- selector: google.iam.v1.IAMPolicy.GetIamPolicy
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description: |-
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Gets the access control policy for a resource. Returns an empty policy
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if the resource exists and does not have a policy set.
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- selector: google.iam.v1.IAMPolicy.SetIamPolicy
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description: |-
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Sets the access control policy on the specified resource. Replaces
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any existing policy.
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Can return Public Errors: NOT_FOUND, INVALID_ARGUMENT and
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PERMISSION_DENIED
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- selector: google.iam.v1.IAMPolicy.TestIamPermissions
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description: |-
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Returns permissions that a caller has on the specified resource. If the
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resource does not exist, this will return an empty set of
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permissions, not a NOT_FOUND error.
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Note: This operation is designed to be used for building
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permission-aware UIs and command-line tools, not for authorization
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checking. This operation may "fail open" without warning.
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backend:
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rules:
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- selector: 'google.cloud.automl.v1.AutoMl.*'
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deadline: 5.0
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- selector: google.cloud.automl.v1.AutoMl.CreateModel
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deadline: 20.0
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- selector: google.cloud.automl.v1.AutoMl.ImportData
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deadline: 20.0
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- selector: google.cloud.automl.v1.AutoMl.ListDatasets
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deadline: 50.0
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- selector: google.cloud.automl.v1.AutoMl.ListModelEvaluations
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deadline: 50.0
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- selector: google.cloud.automl.v1.AutoMl.ListModels
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deadline: 50.0
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- selector: google.cloud.automl.v1.PredictionService.BatchPredict
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deadline: 20.0
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- selector: google.cloud.automl.v1.PredictionService.Predict
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deadline: 60.0
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- selector: 'google.iam.v1.IAMPolicy.*'
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deadline: 5.0
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- selector: 'google.longrunning.Operations.*'
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deadline: 5.0
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- selector: google.longrunning.Operations.ListOperations
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deadline: 50.0
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- selector: google.longrunning.Operations.WaitOperation
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deadline: 300.0
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http:
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rules:
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- selector: google.longrunning.Operations.ListOperations
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get: '/v1/{name=projects/*/locations/*}/operations'
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- selector: google.longrunning.Operations.GetOperation
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get: '/v1/{name=projects/*/locations/*/operations/*}'
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- selector: google.longrunning.Operations.DeleteOperation
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delete: '/v1/{name=projects/*/locations/*/operations/*}'
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- selector: google.longrunning.Operations.CancelOperation
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post: '/v1/{name=projects/*/locations/*/operations/*}:cancel'
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body: '*'
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- selector: google.iam.v1.IAMPolicy.SetIamPolicy
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post: '/v1/{resource=projects/*/locations/*/datasets/*}:setIamPolicy'
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body: '*'
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additional_bindings:
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- post: '/v1/{resource=projects/*/locations/*/models/*}:setIamPolicy'
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body: '*'
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- selector: google.iam.v1.IAMPolicy.GetIamPolicy
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get: '/v1/{resource=projects/*/locations/*/datasets/*}:getIamPolicy'
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additional_bindings:
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- get: '/v1/{resource=projects/*/locations/*/models/*}:getIamPolicy'
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- selector: google.iam.v1.IAMPolicy.TestIamPermissions
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post: '/v1/{resource=projects/*/locations/*/**}:testIamPermissions'
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body: '*'
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authentication:
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rules:
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- selector: 'google.cloud.automl.v1.AutoMl.*'
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oauth:
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canonical_scopes: |-
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https://www.googleapis.com/auth/cloud-platform
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- selector: google.cloud.automl.v1.PredictionService.BatchPredict
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oauth:
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canonical_scopes: |-
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https://www.googleapis.com/auth/cloud-platform
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- selector: google.cloud.automl.v1.PredictionService.Predict
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oauth:
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canonical_scopes: |-
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https://www.googleapis.com/auth/cloud-platform
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- selector: 'google.iam.v1.IAMPolicy.*'
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oauth:
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canonical_scopes: |-
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https://www.googleapis.com/auth/cloud-platform
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- selector: 'google.longrunning.Operations.*'
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oauth:
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canonical_scopes: |-
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https://www.googleapis.com/auth/cloud-platform
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