start_stop_datafeed.yml

---
requires:
  serverless: true
  stack: true
---
setup:
  - do:
      indices.create:
        index: airline-data
        body:
          mappings:
            properties:
              time:
                type: date
              airline:
                type: keyword
              airport:
                type: text
              responsetime:
                type: float
  - do:
      ml.put_job:
        job_id: start-stop-datafeed-job
        body:  >
          {
            "job_id":"start-stop-datafeed-job",
            "description":"Analysis of response time by airline",
            "analysis_config" : {
                "bucket_span": "1h",
                "detectors" :[{"function":"metric","field_name":"responsetime","by_field_name":"airline"}],
                "influencers": ["airport"]
            },
            "analysis_limits" : {
                "model_memory_limit": "30mb"
            },
            "data_description" : {
                "format":"xcontent",
                "time_field":"time",
                "time_format":"epoch"
            }
          }
  - do:
      ml.put_datafeed:
        datafeed_id: start-stop-datafeed-datafeed-1
        body:  >
          {
            "job_id":"start-stop-datafeed-job",
            "indexes":"airline-data"
          }
---
teardown:
  - do:
      indices.delete: { index: airline-data }
  - do:
      ml.delete_job: { job_id: start-stop-datafeed-job, force: true }
---
'start stop datafeed':
  - do:
      ml.open_job:
        job_id: "start-stop-datafeed-job"
  - do:
      ml.start_datafeed:
        datafeed_id: "start-stop-datafeed-datafeed-1"
        start: "1970-01-01T00:00:00.000Z"
  - do:
      ml.get_datafeed_stats:
        datafeed_id: "start-stop-datafeed-datafeed-1"
  - match: { datafeeds.0.datafeed_id: "start-stop-datafeed-datafeed-1" }
  - do:
      ml.stop_datafeed:
        datafeed_id: "start-stop-datafeed-datafeed-1"
  - do:
      ml.get_datafeed_stats:
        datafeed_id: "start-stop-datafeed-datafeed-1"
  - match: { datafeeds.0.state: stopped }