Class Service

Service

azureml.deploy.server.service.Service(service, http_client)

Dynamic object for service consumption and batching based on service metadata attributes.

batch

batch(records, parallel_count=10)

Register a set of input records for batch execution on this service.

Arguments

records

The data.frame or list of input records to execute.

parallel_count

Number of threads used to process entries in the batch. Default value is 10. Please make sure not to use too high of a number because it might negatively impact performance.

Returns

The Batch instance to control this service’s batching lifecycle.

capabilities

capabilities()

Provides the following information describing the holdings of this service:

  • api - The API REST endpoint.

  • name - The service name.

  • version - The service version.

  • published_by - The service publishing author.

  • runtime - The service runtime context R|Python.

  • description - The service description.

  • creation_time - The service publish timestamp.

  • snapshot_id - The snapshot identifier this service is bound with.

  • inputs - The input schema name/type definition.

  • outputs - The output schema name/type definition.

  • inputs_encoded - The input schema name/type encoded to python.

  • outputs_encoded - The output schema name/type encoded to python.

  • artifacts - The supported generated files.

  • operation_id - The function alias.

  • swagger - The API REST endpoint to this service’s swagger.json document.

Returns

A dict of key/values describing the service.

get_batch

get_batch(execution_id)

Retrieves the service batch based on an execution identifier.

Arguments

execution_id

The identifier of the batch execution.

Returns

The Batch instance to control this service’s batching lifecycle.

list_executions

list_batch_executions()

Gets all batch execution identifiers currently queued for this service.

Returns

A list of execution identifiers.

swagger

swagger()

Retrieves the swagger.json for this service (see http://swagger.io/).

Returns

The swagger document for this service as a json str.