82 lines
5.0 KiB
Plaintext
82 lines
5.0 KiB
Plaintext
[[reference-ml-get_overall_buckets]]
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////////
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===========================================================================================================================
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|| ██╔══██╗██╔══╝ ██╔══██║██║ ██║██║╚██╔╝██║██╔══╝ ||
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|| ██║ ██║███████╗██║ ██║██████╔╝██║ ╚═╝ ██║███████╗ ||
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|| ╚═╝ ╚═╝╚══════╝╚═╝ ╚═╝╚═════╝ ╚═╝ ╚═╝╚══════╝ ||
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|| This file is autogenerated, DO NOT send pull requests that changes this file directly. ||
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|| You should update the script that does the generation, which can be found in: ||
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|| https://github.com/elastic/elastic-client-generator-js ||
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|| You can run the script with the following command: ||
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|| npm run elasticsearch -- --version <version> ||
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===========================================================================================================================
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////////
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[discrete]
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[[client.ml.getOverallBuckets]]
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=== client.ml.getOverallBuckets
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Get overall bucket results. Retrievs overall bucket results that summarize the bucket results of multiple anomaly detection jobs. The `overall_score` is calculated by combining the scores of all the buckets within the overall bucket span. First, the maximum `anomaly_score` per anomaly detection job in the overall bucket is calculated. Then the `top_n` of those scores are averaged to result in the `overall_score`. This means that you can fine-tune the `overall_score` so that it is more or less sensitive to the number of jobs that detect an anomaly at the same time. For example, if you set `top_n` to `1`, the `overall_score` is the maximum bucket score in the overall bucket. Alternatively, if you set `top_n` to the number of jobs, the `overall_score` is high only when all jobs detect anomalies in that overall bucket. If you set the `bucket_span` parameter (to a value greater than its default), the `overall_score` is the maximum `overall_score` of the overall buckets that have a span equal to the jobs' largest bucket span.
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{ref}/ml-get-overall-buckets.html[{es} documentation]
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[discrete]
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==== Function signature
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[source,ts]
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----
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(MlGetOverallBucketsRequest, options?): Promise<MlGetOverallBucketsResponse>
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----
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[discrete]
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==== Request
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[pass]
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++++
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<pre>
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++++
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interface MlGetOverallBucketsRequest extends <<RequestBase>> {
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job_id: <<Id>>
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allow_no_match?: boolean
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bucket_span?: <<Duration>>
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end?: <<DateTime>>
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exclude_interim?: boolean
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overall_score?: <<double>> | string
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start?: <<DateTime>>
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top_n?: <<integer>>
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}
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[pass]
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++++
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</pre>
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++++
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[discrete]
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==== Response
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[pass]
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++++
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<pre>
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++++
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interface MlGetOverallBucketsResponse {
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count: <<long>>
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overall_buckets: <<MlOverallBucket>>[]
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}
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[pass]
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++++
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</pre>
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++++
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