29 lines
1.2 KiB
Plaintext
29 lines
1.2 KiB
Plaintext
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[[ml-calendars]]
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=== Calendars and Scheduled Events
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Sometimes there are periods when you expect unusual activity to take place,
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such as bank holidays, "Black Friday", or planned system outages. If you
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identify these events in advance, no anomalies are generated during that period.
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The {ml} model is not ill-affected and you do not receive spurious results.
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You can create calendars and scheduled events in the **Settings** pane on the
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**Machine Learning** page in {kib} or by using {ref}/ml-apis.html[{ml} APIs].
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A scheduled event must have a start time, end time, and description. You can
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identify zero or more scheduled events in a calendar. Jobs can then subscribe to
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calendars and the {ml} analytics handle all subsequent scheduled events
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appropriately.
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If you want to add multiple scheduled events at once, you can import an
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iCalendar (`.ics`) file in {kib} or a JSON file in the
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//{ref}/ml-post-calendar-event.html[
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add events to calendar API
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//]
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.
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NOTE: Bucket results are generated during scheduled events but they have an
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anomaly score of zero. For more information about bucket results, see
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{ref}/ml-results-resource.html[Results Resources].
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//TO-DO: Add screenshot showing special events in Single Metric Viewer?
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