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#record farequote watch with link to Single Metric Viewer | |
POST _xpack/watcher/watch/_execute | |
{ | |
"watch": { | |
"trigger": { | |
"schedule": { | |
"interval": "5m" | |
} | |
}, | |
"metadata": { | |
"job_id": "farequote_responsetime", | |
"min_record_score": 90 | |
}, | |
"input": { | |
"search": { | |
"request": { | |
"indices": [ | |
".ml-anomalies-*" | |
], | |
"body": { | |
"query": { | |
"bool": { | |
"filter": [ | |
{ | |
"range": { | |
"timestamp": { | |
"gte": "now-10m" | |
} | |
} | |
}, | |
{ | |
"term": { | |
"result_type": "record" | |
} | |
}, | |
{ | |
"term": { | |
"job_id": "{{ctx.metadata.job_id}}" | |
} | |
}, | |
{ | |
"range": { | |
"record_score": { | |
"gte": "{{ctx.metadata.min_record_score}}" | |
} | |
} | |
} | |
] | |
} | |
}, | |
"script_fields": { | |
"start": { | |
"script": { | |
"lang": "painless", | |
"source": """ | |
LocalDateTime.ofEpochSecond((doc["timestamp"].value.getMillis()-((doc["bucket_span"].value * 1000) * params.padding)) / 1000, 0, ZoneOffset.UTC).toString()+":00.000Z" | |
""", | |
"params": { | |
"padding": 10 | |
} | |
} | |
}, | |
"end": { | |
"script": { | |
"lang": "painless", | |
"source": """ | |
LocalDateTime.ofEpochSecond((doc["timestamp"].value.getMillis()+((doc["bucket_span"].value * 1000) * params.padding)) / 1000, 0, ZoneOffset.UTC).toString()+":00.000Z" | |
""", | |
"params": { | |
"padding": 10 | |
} | |
} | |
}, | |
"timestamp_epoch": { | |
"script": { | |
"lang": "painless", | |
"source": """doc["timestamp"].value.getMillis()/1000""" | |
} | |
}, | |
"timestamp_iso8601": { | |
"script": { | |
"lang": "painless", | |
"source": """doc["timestamp"].value""" | |
} | |
}, | |
"split": { | |
"script": { | |
"lang": "painless", | |
"source": """doc["partition_field_value"]""" | |
} | |
}, | |
"actual": { | |
"script": { | |
"lang": "painless", | |
"source": """Math.round(doc["actual"].value)""" | |
} | |
}, | |
"typical": { | |
"script": { | |
"lang": "painless", | |
"source": """Math.round(doc["typical"].value)""" | |
} | |
}, | |
"score": { | |
"script": { | |
"lang": "painless", | |
"source": """Math.round(doc["record_score"].value)""" | |
} | |
} | |
} | |
} | |
} | |
} | |
}, | |
"condition": { | |
"compare": { | |
"ctx.payload.hits.total": { | |
"gt": 0 | |
} | |
} | |
}, | |
"actions": { | |
"log": { | |
"transform": { | |
"script": """ | |
return ctx.payload.hits.hits.stream() | |
.map(p -> [ | |
'airline':p.fields.split.0, | |
'score':p.fields.score.0, | |
'actual':p.fields.actual.0, | |
'typical':p.fields.typical.0, | |
'timestamp':p.fields.timestamp_iso8601.0, | |
'start':p.fields.start.0, | |
'end':p.fields.end.0 | |
]) | |
.collect(Collectors.toList()); | |
""" | |
}, | |
"logging": { | |
"text": """ | |
Anomalies: | |
========== | |
{{#ctx.payload._value}} | |
time={{timestamp}} | |
airline={{airline}} | |
score={{score}} (out of 100) | |
responsetime={{actual}}ms (typical={{typical}}ms) | |
link= http://localhost:5601/app/ml#/timeseriesexplorer/?_g=(ml:(jobIds:!({{ctx.metadata.job_id}})),refreshInterval:(display:Off,pause:!f,value:0),time:(from:'{{start}}',mode:absolute,to:'{{end}}'))&_a=(filters:!(),mlSelectInterval:(interval:(display:Auto,val:auto)),mlSelectSeverity:(threshold:(display:warning,val:0)),mlTimeSeriesExplorer:(detectorIndex:0,entities:(airline:{{airline}})),query:(query_string:(analyze_wildcard:!t,query:'*'))) | |
{{/ctx.payload._value}} | |
""" | |
} | |
} | |
} | |
} | |
} |
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If the minimum record score is changed to
5
, then the results would be: