Create trained model definition part APIedit
Creates part of a trained model definition.
This functionality is in beta and is subject to change. The design and code is less mature than official GA features and is being provided as-is with no warranties. Beta features are not subject to the support SLA of official GA features.
Requestedit
PUT _ml/trained_models/<model_id>/definition/<part_num>
Prerequisitesedit
Requires the manage_ml cluster privilege. This privilege is included in the
machine_learning_admin built-in role.
Path parametersedit
-
<model_id> - (Required, string) The unique identifier of the trained model.
-
<part> -
(Required, number)
The definition part number. When the definition is loaded for inference
the definition parts will be streamed in order of their
part_num. The first part must be0and the final part must betotal_parts - 1.
Request bodyedit
-
definition - (Required, string) The definition part for the model. Must be a base64 encoded string.
-
total_definition_length - (Required, number) The total uncompressed definition length in bytes. Not base64 encoded.
-
total_parts - (Required, number) The total number of parts that will be uploaded. Must be greater than 0.
Examplesedit
The following example creates a model definition part for a previously
stored model configuration. The definition part is stored in the index
that is configured by the location.index.name.
The value of the definition object is elided from the example
as it is a very large base64 encoded string.
PUT _ml/trained_models/elastic__distilbert-base-uncased-finetuned-conll03-english/definition/0
{
"definition": "...",
"total_definition_length": 265632637,
"total_parts": 64
}
The API returns the following results:
{
"acknowledged": true
}