explain_data_frame_analytics.yml

---
requires:
  stack: true
  serverless: false
---
setup:
  - do:
      indices.create:
        index: index-source
        body:
          mappings:
            properties:
              x:
                type: float
              y:
                type: float

  - do:
      index:
        index: index-source
        refresh: true
        body: { x: 1, y: 10 }
  - match: { result: "created" }
---
teardown:
  - do:
      indices.delete:
        index: index-source
---
"ml.explain_data_frame_analytics":
  - do:
      ml.explain_data_frame_analytics:
        body:
          source: { index: "index-source" }
          analysis: { outlier_detection: {} }
  - match:
      memory_estimation.expected_memory_without_disk: / \d[km]b /
  - match:
      memory_estimation.expected_memory_with_disk: / \d[km]b /
  - length: { field_selection: 2 }
  - match: { field_selection.0.name: "x" }
  - match: { field_selection.0.mapping_types: ["float"] }
  - match: { field_selection.0.is_included: true }
  - match: { field_selection.0.is_required: false }
  - match: { field_selection.0.feature_type: "numerical" }
  - is_false: field_selection.0.reason
  - match: { field_selection.1.name: "y" }
  - match: { field_selection.1.mapping_types: ["float"] }
  - match: { field_selection.1.is_included: true }
  - match: { field_selection.1.is_required: false }
  - match: { field_selection.1.feature_type: "numerical" }
  - is_false: field_selection.1.reason

  - do:
      index:
        index: index-source
        refresh: true
        body: { x: 2, y: 20 }
  - match: { result: "created" }

  - do:
      ml.explain_data_frame_analytics:
        body:
          source: { index: "index-source" }
          analysis: { outlier_detection: {} }
  - match:
      memory_estimation.expected_memory_without_disk: / \d[km]b /
  - match:
      memory_estimation.expected_memory_with_disk: / \d[km]b /

  - do:
      index:
        index: index-source
        refresh: true
        body: { x: 3, y: 30 }
  - match: { result: "created" }

  - do:
      ml.explain_data_frame_analytics:
        body:
          source: { index: "index-source" }
          analysis: { outlier_detection: {} }
  - match:
      memory_estimation.expected_memory_without_disk: / \d[km]b /
  - match:
      memory_estimation.expected_memory_with_disk: / \d[km]b /