Package co.elastic.clients.elasticsearch.ml

Class RevertModelSnapshotRequest

java.lang.Object
co.elastic.clients.elasticsearch._types.RequestBase
co.elastic.clients.elasticsearch.ml.RevertModelSnapshotRequest
All Implemented Interfaces:
JsonpSerializable
@JsonpDeserializable
public class RevertModelSnapshotRequest
extends RequestBase
implements JsonpSerializable
Reverts to a specific snapshot. The machine learning features react quickly to anomalous input, learning new behaviors in data. Highly anomalous input increases the variance in the models whilst the system learns whether this is a new step-change in behavior or a one-off event. In the case where this anomalous input is known to be a one-off, then it might be appropriate to reset the model state to a time before this event. For example, you might consider reverting to a saved snapshot after Black Friday or a critical system failure.
See Also:
API specification

  • Field Details

  • Method Details

    • of

      public static RevertModelSnapshotRequest of​(java.util.function.Function<RevertModelSnapshotRequest.Builder,​ObjectBuilder<RevertModelSnapshotRequest>> fn)

    • deleteInterveningResults

      @Nullable public final java.lang.Boolean deleteInterveningResults()
      If true, deletes the results in the time period between the latest results and the time of the reverted snapshot. It also resets the model to accept records for this time period. If you choose not to delete intervening results when reverting a snapshot, the job will not accept input data that is older than the current time. If you want to resend data, then delete the intervening results.

      API name: delete_intervening_results

    • jobId

      public final java.lang.String jobId()
      Required - Identifier for the anomaly detection job.

      API name: job_id

    • snapshotId

      public final java.lang.String snapshotId()
      Required - You can specify empty as the <snapshot_id>. Reverting to the empty snapshot means the anomaly detection job starts learning a new model from scratch when it is started.

      API name: snapshot_id

    • serialize

      public void serialize​(jakarta.json.stream.JsonGenerator generator, JsonpMapper mapper)
      Serialize this object to JSON.
      Specified by:
      serialize in interface JsonpSerializable

    • serializeInternal

      protected void serializeInternal​(jakarta.json.stream.JsonGenerator generator, JsonpMapper mapper)

    • setupRevertModelSnapshotRequestDeserializer

      protected static void setupRevertModelSnapshotRequestDeserializer​(ObjectDeserializer<RevertModelSnapshotRequest.Builder> op)