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RealtimeDefinition
azureml.deploy.operationalization.RealtimeDefinition(name, op)
Bases: azureml.deploy.operationalization.OperationalizationDefinition
Real-time class defining a real-time service's properties for publishing.
alias(alias)
Set the optional service function name alias to use in order to consume the service.
Example:
service = client.service('score-service').alias('score').deploy()
# `score()` is the function that will call the `score-service`
result = service.score()
Arguments
alias
The service function name alias to use in order to consume the service.
Returns
Self OperationalizationDefinition for fluent API.
deploy
deploy()
Bundle up the definition properties and publish the service.
Returns
A new instance of Service representing the
service deployed.
description
description(description)
Set the service's optional description.
Arguments
description
The description of the service.
Returns
Self OperationalizationDefinition for fluent API.
redeploy
redeploy(force=False)
Bundle up the definition properties and update the service.
Returns
A new instance of Service representing the
service deployed.
serialized_model
serialized_model(model)
Serialized model.
Arguments
model
The required serialized model used for this real-time service.
Returns
Self OperationalizationDefinition for fluent API
chaining.
version
version(version)
Set the service's optional version.
Arguments
version
The version of the service.
Returns
Self OperationalizationDefinition for fluent API.