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elasticsearch/docs/reference/ml/anomaly-detection/apis
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Benjamin Trent ec67787a2e
[ML] add max_model_memory parameter to forecast request (#57254) 
This adds a max_model_memory setting to forecast requests. 
This setting can take a string value that is formatted according to byte sizes (i.e. "50mb", "150mb").

The default value is `20mb`.

There is a HARD limit at `500mb` which will throw an error if used.

If the limit is larger than 40% the anomaly job's configured model limit, the forecast limit is reduced to be strictly lower than that value. This reduction is logged and audited.

related native change: https://github.com/elastic/ml-cpp/pull/1238

closes: https://github.com/elastic/elasticsearch/issues/56420
2020-05-29 08:59:50 -04:00
..
close-job.asciidoc [DOCS] Adds filter and calendar attributes (#50566) 2020-01-02 10:59:54 -08:00
delete-calendar-event.asciidoc [DOCS] Adds filter and calendar attributes (#50566) 2020-01-02 10:59:54 -08:00
delete-calendar-job.asciidoc [DOCS] Adds filter and calendar attributes (#50566) 2020-01-02 10:59:54 -08:00
delete-calendar.asciidoc [DOCS] Adds filter and calendar attributes (#50566) 2020-01-02 10:59:54 -08:00
delete-datafeed.asciidoc [DOCS] Minor fixes in ML APIs 2019-12-30 15:21:18 -08:00
delete-expired-data.asciidoc [ML] relax throttling on expired data cleanup (#56711) 2020-05-18 07:21:06 -04:00
delete-filter.asciidoc [DOCS] Adds filter and calendar attributes (#50566) 2020-01-02 10:59:54 -08:00
delete-forecast.asciidoc [DOCS] Minor fixes in ML APIs 2019-12-30 15:21:18 -08:00
delete-job.asciidoc [DOCS] Minor fixes in ML APIs 2019-12-30 15:21:18 -08:00
delete-snapshot.asciidoc [DOCS] Minor fixes in ML APIs 2019-12-30 15:21:18 -08:00
estimate-model-memory.asciidoc [DOCS] Reworks some parts of EMM API docs (#54872) 2020-04-08 09:50:12 +02:00
find-file-structure.asciidoc [DOCS] Docs changes for overridden delimiter in find_file_structure (#56288) 2020-05-14 09:24:07 +01:00
flush-job.asciidoc [DOCS] Changes seconds to milliseconds since the Epoch in AD docs. (#53797) 2020-03-19 15:40:53 +01:00
forecast.asciidoc [ML] add max_model_memory parameter to forecast request (#57254) 2020-05-29 08:59:50 -04:00
get-bucket.asciidoc [DOCS] Collapses content in machine learning APIs (#54234) 2020-03-30 10:08:38 -07:00
get-calendar-event.asciidoc [DOCS] Adds filter and calendar attributes (#50566) 2020-01-02 10:59:54 -08:00
get-calendar.asciidoc [DOCS] Adds filter and calendar attributes (#50566) 2020-01-02 10:59:54 -08:00
get-category.asciidoc [ML] add num_matches and preferred_to_categories to category defintion objects (#54214) 2020-04-02 07:49:09 -04:00
get-datafeed-stats.asciidoc [DOCS] Update example and nesting in get data frame analytics job stats API (#55191) 2020-04-22 08:07:31 -07:00
get-datafeed.asciidoc [DOCS] Minor fixes in ML APIs 2019-12-30 15:21:18 -08:00
get-filter.asciidoc [DOCS] Adds filter and calendar attributes (#50566) 2020-01-02 10:59:54 -08:00
get-influencer.asciidoc [DOCS] Remove redundant results from ML APIs (#50477) 2019-12-24 08:34:03 -08:00
get-job-stats.asciidoc [ML] Adding failed_category_count to model_size_stats (#55716) 2020-04-25 08:01:21 +01:00
get-job.asciidoc [ML] More advanced model snapshot retention options (#56125) 2020-05-05 12:55:50 +01:00
get-ml-info.asciidoc [ML] More advanced model snapshot retention options (#56125) 2020-05-05 12:55:50 +01:00
get-overall-buckets.asciidoc [DOCS] Minor fixes in ML APIs 2019-12-30 15:21:18 -08:00
get-record.asciidoc [DOCS] Remove redundant results from ML APIs (#50477) 2019-12-24 08:34:03 -08:00
get-snapshot.asciidoc [ML] Adding failed_category_count to model_size_stats (#55716) 2020-04-25 08:01:21 +01:00
ml-api.asciidoc [DOCS] Removes the Jobs section from the ML anomaly detection APIs page. (#57031) 2020-05-21 17:30:59 +02:00
open-job.asciidoc [ML] Return assigned node in start/open job/datafeed response (#55473) 2020-04-22 08:44:57 +01:00
post-calendar-event.asciidoc [DOCS] Collapses content in machine learning APIs (#54234) 2020-03-30 10:08:38 -07:00
post-data.asciidoc [DOCS] Move job count resource definitions into API (#50057) 2019-12-11 11:17:15 -08:00
preview-datafeed.asciidoc [DOCS] Adds documentation for secondary authorization headers (#55365) 2020-04-29 08:28:42 -07:00
put-calendar-job.asciidoc [DOCS] Adds filter and calendar attributes (#50566) 2020-01-02 10:59:54 -08:00
put-calendar.asciidoc [DOCS] Adds filter and calendar attributes (#50566) 2020-01-02 10:59:54 -08:00
put-datafeed.asciidoc [DOCS] Adds documentation for secondary authorization headers (#55365) 2020-04-29 08:28:42 -07:00
put-filter.asciidoc [DOCS] Adds filter and calendar attributes (#50566) 2020-01-02 10:59:54 -08:00
put-job.asciidoc [ML] More advanced model snapshot retention options (#56125) 2020-05-05 12:55:50 +01:00
revert-snapshot.asciidoc [ML] Adding failed_category_count to model_size_stats (#55716) 2020-04-25 08:01:21 +01:00
set-upgrade-mode.asciidoc [DOCS] Cleans up links to security content (#47610) 2019-10-04 16:10:26 -07:00
start-datafeed.asciidoc [DOCS] Adds documentation for secondary authorization headers (#55365) 2020-04-29 08:28:42 -07:00
stop-datafeed.asciidoc [DOCS] Minor fixes in ML APIs 2019-12-30 15:21:18 -08:00
update-datafeed.asciidoc [DOCS] Adds documentation for secondary authorization headers (#55365) 2020-04-29 08:28:42 -07:00
update-filter.asciidoc [DOCS] Adds filter and calendar attributes (#50566) 2020-01-02 10:59:54 -08:00
update-job.asciidoc [ML] More advanced model snapshot retention options (#56125) 2020-05-05 12:55:50 +01:00
update-snapshot.asciidoc [DOCS] Minor fixes in ML APIs 2019-12-30 15:21:18 -08:00
validate-detector.asciidoc [DOCS] Minor fixes in ML APIs 2019-12-30 15:21:18 -08:00
validate-job.asciidoc [DOCS] Minor fixes in ML APIs 2019-12-30 15:21:18 -08:00