263 lines
6.5 KiB
Plaintext
263 lines
6.5 KiB
Plaintext
[role="xpack"]
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[testenv="platinum"]
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[[ml-update-job]]
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=== Update {anomaly-jobs} API
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++++
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<titleabbrev>Update jobs</titleabbrev>
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++++
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Updates certain properties of an {anomaly-job}.
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[[ml-update-job-request]]
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==== {api-request-title}
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`POST _ml/anomaly_detectors/<job_id>/_update`
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[[ml-update-job-prereqs]]
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==== {api-prereq-title}
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* If the {es} {security-features} are enabled, you must have `manage_ml` or
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`manage` cluster privileges to use this API. See
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<<security-privileges>>.
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[[ml-update-job-path-parms]]
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==== {api-path-parms-title}
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`<job_id>`::
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(Required, string)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=job-id-anomaly-detection]
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[role="child_attributes"]
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[[ml-update-job-request-body]]
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==== {api-request-body-title}
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The following properties can be updated after the job is created:
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`allow_lazy_open`::
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(boolean)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=allow-lazy-open]
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+
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--
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NOTE: If the job is open when you make the update, you must stop the {dfeed},
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close the job, then reopen the job and restart the {dfeed} for the changes to take effect.
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--
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//Begin analysis_limits
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[[update-analysislimits]]`analysis_limits`::
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(Optional, object)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=analysis-limits]
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+
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.Properties of `analysis_limits`
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[%collapsible%open]
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====
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`model_memory_limit`:::
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(long or string)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=model-memory-limit]
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+
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--
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NOTE: You can update the `analysis_limits` only while the job is closed. The
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`model_memory_limit` property value cannot be decreased below the current usage.
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TIP: If the `memory_status` property in the
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<<ml-get-snapshot-results,`model_size_stats` object>> has a value of
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`hard_limit`,mthis means that it was unable to process some data. You might want
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to re-run the job with an increased `model_memory_limit`.
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--
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====
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//End analysis_limits
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`background_persist_interval`::
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(<<time-units,time units>>)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=background-persist-interval]
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+
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--
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NOTE: If the job is open when you make the update, you must stop the {dfeed},
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close the job, then reopen the job and restart the {dfeed} for the changes to take effect.
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--
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[[update-customsettings]]`custom_settings`::
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(object)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=custom-settings]
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`daily_model_snapshot_retention_after_days`::
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(long)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=daily-model-snapshot-retention-after-days]
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`description`::
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(string) A description of the job.
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//Begin detectors
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`detectors`::
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(array) An array of detector update objects.
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+
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.Properties of `detectors`
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[%collapsible%open]
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====
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//Begin detectors.custom_rules
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`custom_rules`:::
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(array)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=custom-rules]
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+
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.Properties of `custom_rules`
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[%collapsible%open]
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=====
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`actions`:::
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(array)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=custom-rules-actions]
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// Begin detectors.custom_rules.conditions
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`conditions`:::
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(array)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=custom-rules-conditions]
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+
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.Properties of `conditions`
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[%collapsible%open]
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======
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`applies_to`::::
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(string)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=custom-rules-conditions-applies-to]
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`operator`::::
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(string)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=custom-rules-conditions-operator]
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`value`::::
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(double)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=custom-rules-conditions-value]
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======
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//End detectors.custom_rules.conditions
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//Begin detectors.custom_rules.scope
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`scope`:::
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(object)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=custom-rules-scope]
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+
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.Properties of `scope`
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[%collapsible%open]
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======
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`filter_id`::::
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(string)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=custom-rules-scope-filter-id]
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`filter_type`::::
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(string)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=custom-rules-scope-filter-type]
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======
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//End detectors.custom_rules.scope
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=====
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//End detectors.custom_rules
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`description`:::
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(string)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=detector-description]
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`detector_index`:::
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(integer)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=detector-index]
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+
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--
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If you want to update a specific detector, you must use this identifier. You
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cannot, however, change the `detector_index` value for a detector.
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--
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====
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//End detectors
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`groups`::
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(array of strings)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=groups]
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//Begin model_plot_config
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`model_plot_config`::
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(object)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=model-plot-config]
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+
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.Properties of `model_plot_config`
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[%collapsible%open]
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====
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`enabled`:::
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(boolean)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=model-plot-config-enabled]
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====
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//End model_plot_config
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`model_snapshot_retention_days`::
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(long)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=model-snapshot-retention-days]
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`renormalization_window_days`::
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(long)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=renormalization-window-days]
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+
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--
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NOTE: If the job is open when you make the update, you must stop the {dfeed},
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close the job, then reopen the job and restart the {dfeed} for the changes to take effect.
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--
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`results_retention_days`::
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(long)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=results-retention-days]
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[[ml-update-job-example]]
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==== {api-examples-title}
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[source,console]
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--------------------------------------------------
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POST _ml/anomaly_detectors/low_request_rate/_update
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{
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"description":"An updated job",
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"detectors": {
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"detector_index": 0,
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"description": "An updated detector description"
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},
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"groups": ["kibana_sample_data","kibana_sample_web_logs"],
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"model_plot_config": {
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"enabled": true
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},
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"renormalization_window_days": 30,
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"background_persist_interval": "2h",
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"model_snapshot_retention_days": 7,
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"results_retention_days": 60
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}
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--------------------------------------------------
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// TEST[skip:setup:Kibana sample data]
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When the {anomaly-job} is updated, you receive a summary of the job
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configuration information, including the updated property values. For example:
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[source,js]
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----
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{
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"job_id" : "low_request_rate",
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"job_type" : "anomaly_detector",
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"job_version" : "7.5.1",
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"groups" : [
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"kibana_sample_data",
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"kibana_sample_web_logs"
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],
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"description" : "An updated job",
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"create_time" : 1578101716125,
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"finished_time" : 1578101721816,
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"analysis_config" : {
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"bucket_span" : "1h",
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"summary_count_field_name" : "doc_count",
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"detectors" : [
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{
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"detector_description" : "An updated detector description",
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"function" : "low_count",
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"detector_index" : 0
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}
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],
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"influencers" : [ ]
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},
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...
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}
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----
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