Get anomaly detection jobs usage info Added in 5.5.0

GET /_ml/anomaly_detectors/_stats

Query parameters

  • Specifies what to do when the request:

    1. Contains wildcard expressions and there are no jobs that match.
    2. Contains the _all string or no identifiers and there are no matches.
    3. Contains wildcard expressions and there are only partial matches.

    If true, the API returns an empty jobs array when there are no matches and the subset of results when there are partial matches. If false, the API returns a 404 status code when there are no matches or only partial matches.

Responses

GET /_ml/anomaly_detectors/_stats
curl \
 -X GET http://api.example.com/_ml/anomaly_detectors/_stats
Response examples (200)
{
  "count": 42.0,
  "jobs": [
    {
      "assignment_explanation": "string",
      "data_counts": {
        "bucket_count": 42.0,
        "earliest_record_timestamp": 42.0,
        "empty_bucket_count": 42.0,
        "input_bytes": 42.0,
        "input_field_count": 42.0,
        "input_record_count": 42.0,
        "invalid_date_count": 42.0,
        "job_id": "string",
        "last_data_time": 42.0,
        "latest_empty_bucket_timestamp": 42.0,
        "latest_record_timestamp": 42.0,
        "latest_sparse_bucket_timestamp": 42.0,
        "latest_bucket_timestamp": 42.0,
        "log_time": 42.0,
        "missing_field_count": 42.0,
        "out_of_order_timestamp_count": 42.0,
        "processed_field_count": 42.0,
        "processed_record_count": 42.0,
        "sparse_bucket_count": 42.0
      },
      "forecasts_stats": {
        "memory_bytes": {
          "avg": 42.0,
          "max": 42.0,
          "min": 42.0,
          "total": 42.0
        },
        "processing_time_ms": {
          "avg": 42.0,
          "max": 42.0,
          "min": 42.0,
          "total": 42.0
        },
        "records": {
          "avg": 42.0,
          "max": 42.0,
          "min": 42.0,
          "total": 42.0
        },
        "status": {
          "additionalProperty1": 42.0,
          "additionalProperty2": 42.0
        },
        "total": 42.0,
        "forecasted_jobs": 42.0
      },
      "job_id": "string",
      "model_size_stats": {
        "bucket_allocation_failures_count": 42.0,
        "job_id": "string",
        "": 42.0,
        "memory_status": "ok",
        "assignment_memory_basis": "string",
        "result_type": "string",
        "total_by_field_count": 42.0,
        "total_over_field_count": 42.0,
        "total_partition_field_count": 42.0,
        "categorization_status": "ok",
        "categorized_doc_count": 42.0,
        "dead_category_count": 42.0,
        "failed_category_count": 42.0,
        "frequent_category_count": 42.0,
        "rare_category_count": 42.0,
        "total_category_count": 42.0,
        "timestamp": 42.0
      },
      "node": {
        "attributes": {
          "additionalProperty1": "string",
          "additionalProperty2": "string"
        },
        "ephemeral_id": "string",
        "id": "string",
        "name": "string",
        "transport_address": "string"
      },
      "": "string",
      "state": "closing",
      "timing_stats": {
        "": 42.0,
        "bucket_count": 42.0,
        "job_id": "string"
      },
      "deleting": true
    }
  ]
}