data_frame_analytics.yml

---
requires:
  serverless: true
  stack: true
---
setup:
  - do:
      indices.create:
        index: data-frame-analytics
        body:
          mappings:
            properties:
              my_dep_var: { type: "long" }
              name: { type: "keyword" }
  - do:
      index:
        index: data-frame-analytics
        body: { my_dep_var: 42, name: 'test' }
  - do:
      index:
        index: data-frame-analytics
        body: { my_dep_var: 43, name: 'test2' }
  - do:
      indices.refresh: {}
---
teardown:
  - do:
      indices.delete:
        index: data-frame-analytics
  - do:
      indices.delete:
        index: index-dest
        ignore: 404
---
"Data frame analytics":
  - do:
      ml.get_data_frame_analytics:
        id: "_all"
  - match: { count: 0 }
  - match: { data_frame_analytics: [] }
  - do:
      ml.put_data_frame_analytics:
        id: "my-test-data-frame"
        body: >
          {
            "source": {
              "index": "data-frame-analytics"
            },
            "dest": {
              "index": "index-dest"
              },
            "analysis": { "classification": { "dependent_variable": "name" } }
          }
  - match: { id: "my-test-data-frame" }
  - do:
      ml.get_data_frame_analytics:
        id: "my-test-data-frame"
  - match: { count: 1 }
  - match: { data_frame_analytics.0.id: "my-test-data-frame" }
  - do:
      ml.get_data_frame_analytics_stats:
        id: "my-test-data-frame"
  - match: { data_frame_analytics.0.id: "my-test-data-frame" }
  - do:
      ml.preview_data_frame_analytics: { id: "my-test-data-frame" }
  - length: { feature_values: 2 }
  - do:
      ml.start_data_frame_analytics: { id: "my-test-data-frame" }
  - is_true: 'acknowledged'
  - do:
      ml.stop_data_frame_analytics: { id: "my-test-data-frame", force: true }
  - is_true: 'stopped'
  - do:
      ml.update_data_frame_analytics:
        id: "my-test-data-frame"
        body: { description: "after update" }
  - match: { id: "my-test-data-frame" }
  - match: { description: "after update" }
  - do:
      ml.delete_data_frame_analytics: { id: "my-test-data-frame", force: true }
  - is_true: acknowledged