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Get model snapshots info Added in 5.4.0

POST /_ml/anomaly_detectors/{job_id}/model_snapshots

Api key auth Basic auth Bearer auth

Dismiss highlight

Path parameters

• job_id string Required

  Identifier for the anomaly detection job.

Query parameters

• desc boolean

  If true, the results are sorted in descending order.

• end string | number

  Returns snapshots with timestamps earlier than this time.

• from number

  Skips the specified number of snapshots.

• size number

  Specifies the maximum number of snapshots to obtain.

• sort string

  Specifies the sort field for the requested snapshots. By default, the snapshots are sorted by their timestamp.

• start string | number

  Returns snapshots with timestamps after this time.

application/json

Body

• desc boolean

  Refer to the description for the desc query parameter.

• end string | number

  A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

  One of:

  DateTime string UnitMillis number

  Time unit for milliseconds

• page object
  Hide page attributes Show page attributes object

  • from number

    Skips the specified number of items.

  • size number

    Specifies the maximum number of items to obtain.

• sort string

  Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

• start string | number

  A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

  One of:

  DateTime string UnitMillis number

  Time unit for milliseconds

Responses

• 200 application/json
  Hide response attributes Show response attributes object

  • count number Required
  • model_snapshots array[object] Required
    Hide model_snapshots attributes Show model_snapshots attributes object

    • description string

      An optional description of the job.

    • job_id string Required
    • latest_record_time_stamp number

      The timestamp of the latest processed record.

    • latest_result_time_stamp number

      The timestamp of the latest bucket result.

    • min_version string Required
    • model_size_stats object
      Hide model_size_stats attributes Show model_size_stats attributes object

      • bucket_allocation_failures_count number Required
      • job_id string Required

      • log_time string | number Required

        A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

        One of:

        DateTime string UnitMillis number

        Time unit for milliseconds

      • memory_status string Required

        Values are ok, soft_limit, or hard_limit.

      • model_bytes number | string Required

        One of:

        ByteSize number ByteSize string

      • model_bytes_exceeded number | string

        One of:

        ByteSize number ByteSize string

      • model_bytes_memory_limit number | string

        One of:

        ByteSize number ByteSize string

      • output_memory_allocator_bytes number | string

        One of:

        ByteSize number ByteSize string

      • peak_model_bytes number | string

        One of:

        ByteSize number ByteSize string
      • assignment_memory_basis string
      • result_type string Required
      • total_by_field_count number Required
      • total_over_field_count number Required
      • total_partition_field_count number Required
      • categorization_status string Required

        Values are ok or warn.

      • categorized_doc_count number Required
      • dead_category_count number Required
      • failed_category_count number Required
      • frequent_category_count number Required
      • rare_category_count number Required
      • total_category_count number Required
      • timestamp number
    • retain boolean Required

      If true, this snapshot will not be deleted during automatic cleanup of snapshots older than model_snapshot_retention_days. However, this snapshot will be deleted when the job is deleted. The default value is false.

    • snapshot_doc_count number Required

      For internal use only.

    • snapshot_id string Required
    • timestamp number Required

      The creation timestamp for the snapshot.

POST /_ml/anomaly_detectors/{job_id}/model_snapshots

curl \
 --request POST 'http://api.example.com/_ml/anomaly_detectors/{job_id}/model_snapshots' \
 --header "Authorization: $API_KEY" \
 --header "Content-Type: application/json" \
 --data '{"desc":true,"":"string","page":{"from":42.0,"size":42.0},"sort":"string"}'