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129 lines
4.6 KiB
129 lines
4.6 KiB
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.v1beta1.AutoMl
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- name: google.cloud.automl.v1beta1.PredictionService
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types:
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- name: google.cloud.automl.v1beta1.OperationMetadata
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- name: google.cloud.automl.v1beta1.BatchPredictResult
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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 developers
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with limited machine learning expertise to train high-quality models
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specific to their business needs, by leveraging Google’s state-of-the-art
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transfer learning, and Neural Architecture Search technology.
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backend:
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rules:
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- selector: google.longrunning.Operations.ListOperations
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deadline: 50.0
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- selector: google.longrunning.Operations.GetOperation
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deadline: 5.0
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- selector: google.longrunning.Operations.DeleteOperation
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deadline: 5.0
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- selector: google.longrunning.Operations.CancelOperation
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.PredictionService.Predict
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deadline: 60.0
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- selector: google.cloud.automl.v1beta1.PredictionService.BatchPredict
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deadline: 20.0
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- selector: google.cloud.automl.v1beta1.AutoMl.CreateDataset
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.GetDataset
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.ListDatasets
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deadline: 50.0
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- selector: google.cloud.automl.v1beta1.AutoMl.UpdateDataset
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.DeleteDataset
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.ImportData
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deadline: 20.0
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- selector: google.cloud.automl.v1beta1.AutoMl.ExportData
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.GetAnnotationSpec
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.GetTableSpec
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.ListTableSpecs
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.UpdateTableSpec
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.GetColumnSpec
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.ListColumnSpecs
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.UpdateColumnSpec
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.CreateModel
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deadline: 20.0
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- selector: google.cloud.automl.v1beta1.AutoMl.GetModel
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.ListModels
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deadline: 50.0
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- selector: google.cloud.automl.v1beta1.AutoMl.DeleteModel
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.DeployModel
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.UndeployModel
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.ExportModel
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.ExportEvaluatedExamples
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.GetModelEvaluation
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deadline: 5.0
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- selector: google.cloud.automl.v1beta1.AutoMl.ListModelEvaluations
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deadline: 50.0
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- selector: google.iam.v1.IAMPolicy.SetIamPolicy
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deadline: 5.0
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- selector: google.iam.v1.IAMPolicy.GetIamPolicy
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deadline: 5.0
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- selector: google.iam.v1.IAMPolicy.TestIamPermissions
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deadline: 5.0
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http:
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rules:
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- selector: google.longrunning.Operations.ListOperations
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get: '/v1beta1/{name=projects/*/locations/*}/operations'
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- selector: google.longrunning.Operations.GetOperation
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get: '/v1beta1/{name=projects/*/locations/*/operations/*}'
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- selector: google.longrunning.Operations.DeleteOperation
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delete: '/v1beta1/{name=projects/*/locations/*/operations/*}'
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- selector: google.longrunning.Operations.CancelOperation
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post: '/v1beta1/{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: '/v1beta1/{resource=projects/*/locations/*/datasets/*}:setIamPolicy'
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body: '*'
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additional_bindings:
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- post: '/v1beta1/{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: '/v1beta1/{resource=projects/*/locations/*/datasets/*}:getIamPolicy'
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additional_bindings:
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- get: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy'
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- selector: google.iam.v1.IAMPolicy.TestIamPermissions
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post: '/v1beta1/{resource=projects/*/locations/*/**}:testIamPermissions'
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body: '*'
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authentication:
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rules:
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- selector: '*'
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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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