151 lines
4.0 KiB
Plaintext
151 lines
4.0 KiB
Plaintext
[role="xpack"]
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[testenv="platinum"]
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[[ml-get-job]]
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=== Get {anomaly-jobs} API
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++++
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<titleabbrev>Get jobs</titleabbrev>
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++++
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Retrieves configuration information for {anomaly-jobs}.
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[[ml-get-job-request]]
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==== {api-request-title}
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`GET _ml/anomaly_detectors/<job_id>` +
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`GET _ml/anomaly_detectors/<job_id>,<job_id>` +
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`GET _ml/anomaly_detectors/` +
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`GET _ml/anomaly_detectors/_all`
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[[ml-get-job-prereqs]]
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==== {api-prereq-title}
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* If the {es} {security-features} are enabled, you must have `monitor_ml`,
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`monitor`, `manage_ml`, or `manage` cluster privileges to use this API. See
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<<security-privileges>>.
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[[ml-get-job-desc]]
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==== {api-description-title}
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You can get information for multiple {anomaly-jobs} in a single API request by
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using a group name, a comma-separated list of jobs, or a wildcard expression.
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You can get information for all {anomaly-jobs} by using `_all`, by specifying
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`*` as the `<job_id>`, or by omitting the `<job_id>`.
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IMPORTANT: This API returns a maximum of 10,000 jobs.
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[[ml-get-job-path-parms]]
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==== {api-path-parms-title}
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`<job_id>`::
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(Optional, string)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=job-id-anomaly-detection-default]
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[[ml-get-job-query-parms]]
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==== {api-query-parms-title}
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`allow_no_jobs`::
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(Optional, boolean)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=allow-no-jobs]
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[[ml-get-job-results]]
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==== {api-response-body-title}
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The API returns an array of {anomaly-job} resources. For the full list of
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properties, see <<ml-put-job-request-body,create {anomaly-jobs} API>>.
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`create_time`::
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(string) The time the job was created. For example, `1491007356077`. This
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property is informational; you cannot change its value.
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`finished_time`::
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(string) If the job closed or failed, this is the time the job finished.
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Otherwise, it is `null`. This property is informational; you cannot change its
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value.
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`job_type`::
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(string) Reserved for future use, currently set to `anomaly_detector`.
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`job_version`::
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(string) The version of {es} that existed on the node when the job was created.
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`model_snapshot_id`::
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(string)
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include::{es-repo-dir}/ml/ml-shared.asciidoc[tag=snapshot-id]
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[[ml-get-job-response-codes]]
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==== {api-response-codes-title}
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`404` (Missing resources)::
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If `allow_no_jobs` is `false`, this code indicates that there are no
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resources that match the request or only partial matches for the request.
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[[ml-get-job-example]]
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==== {api-examples-title}
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[source,console]
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--------------------------------------------------
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GET _ml/anomaly_detectors/high_sum_total_sales
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--------------------------------------------------
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// TEST[skip:Kibana sample data]
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The API returns the following results:
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[source,js]
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----
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{
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"count": 1,
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"jobs": [
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{
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"job_id" : "high_sum_total_sales",
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"job_type" : "anomaly_detector",
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"job_version" : "7.5.0",
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"groups" : [
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"kibana_sample_data",
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"kibana_sample_ecommerce"
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],
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"description" : "Find customers spending an unusually high amount in an hour",
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"create_time" : 1577221534700,
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"analysis_config" : {
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"bucket_span" : "1h",
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"detectors" : [
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{
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"detector_description" : "High total sales",
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"function" : "high_sum",
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"field_name" : "taxful_total_price",
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"over_field_name" : "customer_full_name.keyword",
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"detector_index" : 0
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}
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],
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"influencers" : [
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"customer_full_name.keyword",
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"category.keyword"
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]
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},
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"analysis_limits" : {
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"model_memory_limit" : "10mb",
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"categorization_examples_limit" : 4
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},
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"data_description" : {
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"time_field" : "order_date",
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"time_format" : "epoch_ms"
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},
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"model_plot_config" : {
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"enabled" : true
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},
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"model_snapshot_retention_days" : 10,
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"daily_model_snapshot_retention_after_days" : 1,
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"custom_settings" : {
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"created_by" : "ml-module-sample",
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...
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},
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"model_snapshot_id" : "1575402237",
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"results_index_name" : "shared",
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"allow_lazy_open" : false
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}
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]
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}
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----
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