|
| 1 | +simple: |
| 2 | + - skip: |
| 3 | + features: headers |
| 4 | + |
| 5 | + - do: |
| 6 | + indices.create: |
| 7 | + index: airline-data |
| 8 | + body: |
| 9 | + mappings: |
| 10 | + _source: |
| 11 | + mode: synthetic |
| 12 | + properties: |
| 13 | + time: |
| 14 | + type: date |
| 15 | + airline: |
| 16 | + type: keyword |
| 17 | + responsetime: |
| 18 | + type: float |
| 19 | + event_rate: |
| 20 | + type: integer |
| 21 | + |
| 22 | + - do: |
| 23 | + index: |
| 24 | + index: airline-data |
| 25 | + id: "1" |
| 26 | + body: '{ "time": "2017-02-18T00:00:00Z", "airline": "airline1", "responsetime": 1.0, "event_rate": 5 }' |
| 27 | + |
| 28 | + - do: |
| 29 | + index: |
| 30 | + index: airline-data |
| 31 | + id: "2" |
| 32 | + body: '{ "time": "2017-02-18T00:30:00Z", "airline": "airline1", "responsetime": 2.0, "event_rate": 6 }' |
| 33 | + |
| 34 | + - do: |
| 35 | + index: |
| 36 | + index: airline-data |
| 37 | + id: "3" |
| 38 | + body: '{ "time": "2017-02-18T01:00:00Z", "airline": "airline2", "responsetime": 11.0, "event_rate": 8 }' |
| 39 | + |
| 40 | + - do: |
| 41 | + index: |
| 42 | + index: airline-data |
| 43 | + id: "4" |
| 44 | + body: '{ "time": "2017-02-18T01:01:00Z", "airline": "airline1", "responsetime": 22.0, "event_rate": 7 }' |
| 45 | + |
| 46 | + - do: |
| 47 | + indices.refresh: |
| 48 | + index: airline-data |
| 49 | + |
| 50 | + - do: |
| 51 | + transform.preview_transform: |
| 52 | + body: > |
| 53 | + { |
| 54 | + "source": { "index": "airline-data" }, |
| 55 | + "pivot": { |
| 56 | + "group_by": { |
| 57 | + "airline": {"terms": {"field": "airline"}}, |
| 58 | + "by-hour": {"date_histogram": {"fixed_interval": "1h", "field": "time"}}}, |
| 59 | + "aggs": { |
| 60 | + "avg_response": {"avg": {"field": "responsetime"}}, |
| 61 | + "time.max": {"max": {"field": "time"}}, |
| 62 | + "time.min": {"min": {"field": "time"}} |
| 63 | + } |
| 64 | + } |
| 65 | + } |
| 66 | + - match: { preview.0.airline: airline1 } |
| 67 | + - match: { preview.0.by-hour: "2017-02-18T00:00:00.000Z" } |
| 68 | + - match: { preview.0.avg_response: 1.5 } |
| 69 | + - match: { preview.0.time.max: "2017-02-18T00:30:00.000Z" } |
| 70 | + - match: { preview.0.time.min: "2017-02-18T00:00:00.000Z" } |
| 71 | + - match: { preview.1.airline: airline1 } |
| 72 | + - match: { preview.1.by-hour: "2017-02-18T01:00:00.000Z" } |
| 73 | + - match: { preview.1.avg_response: 22.0 } |
| 74 | + - match: { preview.1.time.max: "2017-02-18T01:01:00.000Z" } |
| 75 | + - match: { preview.1.time.min: "2017-02-18T01:01:00.000Z" } |
| 76 | + - match: { preview.2.airline: airline2 } |
| 77 | + - match: { preview.2.by-hour: "2017-02-18T01:00:00.000Z" } |
| 78 | + - match: { preview.2.avg_response: 11.0 } |
| 79 | + - match: { preview.2.time.max: "2017-02-18T01:00:00.000Z" } |
| 80 | + - match: { preview.2.time.min: "2017-02-18T01:00:00.000Z" } |
| 81 | + - match: { generated_dest_index.mappings.properties.airline.type: "keyword" } |
| 82 | + - match: { generated_dest_index.mappings.properties.by-hour.type: "date" } |
| 83 | + - match: { generated_dest_index.mappings.properties.avg_response.type: "double" } |
| 84 | + - match: { generated_dest_index.mappings.properties.time\.max.type: "date" } |
| 85 | + - match: { generated_dest_index.mappings.properties.time\.min.type: "date" } |
| 86 | + |
| 87 | + - do: |
| 88 | + transform.preview_transform: |
| 89 | + body: > |
| 90 | + { |
| 91 | + "source": { "index": "airline-data" }, |
| 92 | + "latest": { |
| 93 | + "unique_key": ["airline"], |
| 94 | + "sort": "time" |
| 95 | + } |
| 96 | + } |
| 97 | + - length: { $body: 2 } |
| 98 | + - match: { preview.0.airline: airline1 } |
| 99 | + - match: { preview.0.time: "2017-02-18T01:01:00.000Z" } |
| 100 | + - match: { preview.0.responsetime: 22.0 } |
| 101 | + - match: { preview.1.airline: airline2 } |
| 102 | + - match: { preview.1.time: "2017-02-18T01:00:00.000Z" } |
| 103 | + - match: { preview.1.responsetime: 11.0 } |
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