├── .backportrc.json ├── .github ├── CODEOWNERS └── workflows │ ├── comment-on-asciidoc-changes.yml │ └── docs-preview-links.yml ├── .gitignore ├── .mergify.yml ├── LICENSE ├── README.md ├── docs ├── 60_upgrade_guide.html └── en │ ├── getting-started │ ├── get-started-docker.asciidoc │ ├── get-started-kubernetes.asciidoc │ ├── get-started-stack.asciidoc │ ├── images │ │ ├── metricbeat-system-host-details.png │ │ └── metricbeat-system-overview.png │ ├── index.asciidoc │ └── redirects.asciidoc │ ├── gke-on-prem │ ├── gke-on-prem-architecture.asciidoc │ ├── gke-on-prem-deploy-beats.asciidoc │ ├── gke-on-prem-deploy.asciidoc │ ├── gke-on-prem-introduction.asciidoc │ ├── gke-on-prem-view.asciidoc │ ├── images │ │ ├── loadbalancer.png │ │ ├── nodes.png │ │ ├── overview.png │ │ └── redis-dashboard.png │ ├── index.asciidoc │ └── page_header.html │ ├── glossary │ ├── glossary.asciidoc │ ├── index-test.asciidoc │ ├── index.asciidoc │ └── terms │ │ ├── @metadata.asciidoc │ │ ├── a.asciidoc │ │ ├── action.asciidoc │ │ ├── administration-console.asciidoc │ │ ├── advanced-settings.asciidoc │ │ ├── agent-policy.asciidoc │ │ ├── alias.asciidoc │ │ ├── allocator-affinity.asciidoc │ │ ├── allocator-tag.asciidoc │ │ ├── allocator.asciidoc │ │ ├── analysis.asciidoc │ │ ├── annotation.asciidoc │ │ ├── anomaly-detection-job.asciidoc │ │ ├── api-key.asciidoc │ │ ├── apm-agent.asciidoc │ │ ├── apm-server.asciidoc │ │ ├── app.asciidoc │ │ ├── auto-follow-pattern.asciidoc │ │ ├── availability-zone.asciidoc │ │ ├── b.asciidoc │ │ ├── basemap.asciidoc │ │ ├── beats-runner.asciidoc │ │ ├── bucket-aggregation.asciidoc │ │ ├── bucket.asciidoc │ │ ├── c.asciidoc │ │ ├── canvas-expression-language.asciidoc │ │ ├── canvas.asciidoc │ │ ├── certainty.asciidoc │ │ ├── client-forwarder.asciidoc │ │ ├── cloud-ui.asciidoc │ │ ├── cluster.asciidoc │ │ ├── codec-plugin.asciidoc │ │ ├── cold-phase.asciidoc │ │ ├── cold-tier.asciidoc │ │ ├── component-template.asciidoc │ │ ├── condition.asciidoc │ │ ├── conditional.asciidoc │ │ ├── connector.asciidoc │ │ ├── console.asciidoc │ │ ├── constructor.asciidoc │ │ ├── container.asciidoc │ │ ├── content-tier.asciidoc │ │ ├── coordinator.asciidoc │ │ ├── cross-cluster-replication.asciidoc │ │ ├── cross-cluster-search.asciidoc │ │ ├── custom-rule.asciidoc │ │ ├── d.asciidoc │ │ ├── dashboard.asciidoc │ │ ├── data-center.asciidoc │ │ ├── data-frame-analytics-job.asciidoc │ │ ├── data-source.asciidoc │ │ ├── data-stream.asciidoc │ │ ├── data-tier.asciidoc │ │ ├── data-view.asciidoc │ │ ├── datafeed.asciidoc │ │ ├── dataset.asciidoc │ │ ├── delete-phase.asciidoc │ │ ├── deployment-template.asciidoc │ │ ├── deployment.asciidoc │ │ ├── detection-alert.asciidoc │ │ ├── detection-rule.asciidoc │ │ ├── detector.asciidoc │ │ ├── director.asciidoc │ │ ├── discover.asciidoc │ │ ├── distributed-tracing.asciidoc │ │ ├── document.asciidoc │ │ ├── drilldown.asciidoc │ │ ├── e.asciidoc │ │ ├── ece.asciidoc │ │ ├── eck.asciidoc │ │ ├── edge.asciidoc │ │ ├── elastic-agent.asciidoc │ │ ├── elastic-common-schema.asciidoc │ │ ├── elastic-maps-service.asciidoc │ │ ├── elastic-package-registry.asciidoc │ │ ├── elastic-security-indices.asciidoc │ │ ├── elastic-stack.asciidoc │ │ ├── elasticsearch-service.asciidoc │ │ ├── element.asciidoc │ │ ├── endpoint-exception.asciidoc │ │ ├── event-query-language.asciidoc │ │ ├── event.asciidoc │ │ ├── exception.asciidoc │ │ ├── external-alert.asciidoc │ │ ├── f.asciidoc │ │ ├── feature-controls.asciidoc │ │ ├── feature-importance.asciidoc │ │ ├── feature-influence.asciidoc │ │ ├── feature-state.asciidoc │ │ ├── field-reference.asciidoc │ │ ├── field.asciidoc │ │ ├── filter-plugin.asciidoc │ │ ├── filter.asciidoc │ │ ├── fleet-server.asciidoc │ │ ├── fleet.asciidoc │ │ ├── flush.asciidoc │ │ ├── follower-index.asciidoc │ │ ├── force-merge.asciidoc │ │ ├── frozen-phase.asciidoc │ │ ├── frozen-tier.asciidoc │ │ ├── g.asciidoc │ │ ├── gem.asciidoc │ │ ├── geo-point.asciidoc │ │ ├── geo-shape.asciidoc │ │ ├── geojson.asciidoc │ │ ├── graph.asciidoc │ │ ├── grok-debugger.asciidoc │ │ ├── h.asciidoc │ │ ├── hardware-profile.asciidoc │ │ ├── heat-map.asciidoc │ │ ├── hidden-data-stream.asciidoc │ │ ├── host-runner.asciidoc │ │ ├── hot-phase.asciidoc │ │ ├── hot-thread.asciidoc │ │ ├── hot-tier.asciidoc │ │ ├── i.asciidoc │ │ ├── id.asciidoc │ │ ├── index-lifecycle-policy.asciidoc │ │ ├── index-lifecycle.asciidoc │ │ ├── index-pattern.asciidoc │ │ ├── index-template.asciidoc │ │ ├── index.asciidoc │ │ ├── indexer.asciidoc │ │ ├── indicator-index.asciidoc │ │ ├── inference-aggregation.asciidoc │ │ ├── inference-processor.asciidoc │ │ ├── inference.asciidoc │ │ ├── influencer.asciidoc │ │ ├── ingestion.asciidoc │ │ ├── input-plugin.asciidoc │ │ ├── instance-configuration.asciidoc │ │ ├── instance-type.asciidoc │ │ ├── instance.asciidoc │ │ ├── instrumentation.asciidoc │ │ ├── integration-policy.asciidoc │ │ ├── integration.asciidoc │ │ ├── j.asciidoc │ │ ├── job.asciidoc │ │ ├── k.asciidoc │ │ ├── kibana-privilege.asciidoc │ │ ├── kibana-query-language.asciidoc │ │ ├── kibana.asciidoc │ │ ├── l.asciidoc │ │ ├── labs.asciidoc │ │ ├── leader-index.asciidoc │ │ ├── lens.asciidoc │ │ ├── local-cluster.asciidoc │ │ ├── lucene-query-syntax.asciidoc │ │ ├── m.asciidoc │ │ ├── machine-learning-node.asciidoc │ │ ├── map.asciidoc │ │ ├── mapping.asciidoc │ │ ├── master-node.asciidoc │ │ ├── merge.asciidoc │ │ ├── message-broker.asciidoc │ │ ├── metric-aggregation.asciidoc │ │ ├── module.asciidoc │ │ ├── monitor.asciidoc │ │ ├── multi-field.asciidoc │ │ ├── multifactor.asciidoc │ │ ├── n.asciidoc │ │ ├── namespace.asciidoc │ │ ├── natural-language-processing.asciidoc │ │ ├── no-op.asciidoc │ │ ├── node.asciidoc │ │ ├── o.asciidoc │ │ ├── observability.asciidoc │ │ ├── output-plugin.asciidoc │ │ ├── p.asciidoc │ │ ├── painless-lab.asciidoc │ │ ├── panel.asciidoc │ │ ├── pipeline.asciidoc │ │ ├── plan.asciidoc │ │ ├── plugin-manager.asciidoc │ │ ├── plugin.asciidoc │ │ ├── primary-shard.asciidoc │ │ ├── proxy.asciidoc │ │ ├── q.asciidoc │ │ ├── query-profiler.asciidoc │ │ ├── query.asciidoc │ │ ├── r.asciidoc │ │ ├── real-user-monitoring.asciidoc │ │ ├── recovery.asciidoc │ │ ├── reindex.asciidoc │ │ ├── remote-cluster.asciidoc │ │ ├── replica-shard.asciidoc │ │ ├── roles-token.asciidoc │ │ ├── rollover.asciidoc │ │ ├── rollup-index.asciidoc │ │ ├── rollup-job.asciidoc │ │ ├── rollup.asciidoc │ │ ├── routing.asciidoc │ │ ├── rule.asciidoc │ │ ├── rules.asciidoc │ │ ├── runner.asciidoc │ │ ├── runtime-field.asciidoc │ │ ├── s.asciidoc │ │ ├── saved-object.asciidoc │ │ ├── saved-search.asciidoc │ │ ├── scripted-field.asciidoc │ │ ├── search-session.asciidoc │ │ ├── search-template.asciidoc │ │ ├── searchable-snapshot-index.asciidoc │ │ ├── searchable-snapshot.asciidoc │ │ ├── segment.asciidoc │ │ ├── services-forwarder.asciidoc │ │ ├── shard.asciidoc │ │ ├── shareable.asciidoc │ │ ├── shipper.asciidoc │ │ ├── shrink.asciidoc │ │ ├── snapshot-lifecycle-policy.asciidoc │ │ ├── snapshot-repository.asciidoc │ │ ├── snapshot.asciidoc │ │ ├── solution.asciidoc │ │ ├── source-field.asciidoc │ │ ├── space.asciidoc │ │ ├── span.asciidoc │ │ ├── split.asciidoc │ │ ├── stack-rule.asciidoc │ │ ├── standalone.asciidoc │ │ ├── stunnel.asciidoc │ │ ├── system-index.asciidoc │ │ ├── t.asciidoc │ │ ├── tag.asciidoc │ │ ├── term-join.asciidoc │ │ ├── term.asciidoc │ │ ├── text.asciidoc │ │ ├── time-filter.asciidoc │ │ ├── time-series-data-stream.asciidoc │ │ ├── time-series-data.asciidoc │ │ ├── timelion.asciidoc │ │ ├── token.asciidoc │ │ ├── tokenization.asciidoc │ │ ├── trace.asciidoc │ │ ├── tracks.asciidoc │ │ ├── trained-model.asciidoc │ │ ├── transaction.asciidoc │ │ ├── tsvb.asciidoc │ │ ├── u.asciidoc │ │ ├── upgrade-assistant.asciidoc │ │ ├── uptime.asciidoc │ │ ├── v.asciidoc │ │ ├── vcpu.asciidoc │ │ ├── vector-data.asciidoc │ │ ├── vega.asciidoc │ │ ├── visualization.asciidoc │ │ ├── w.asciidoc │ │ ├── warm-phase.asciidoc │ │ ├── warm-tier.asciidoc │ │ ├── watcher.asciidoc │ │ ├── web-map-service.asciidoc │ │ ├── worker.asciidoc │ │ ├── workpad.asciidoc │ │ ├── x.asciidoc │ │ ├── y.asciidoc │ │ ├── z.asciidoc │ │ └── zookeeper.asciidoc │ ├── install-upgrade │ ├── air-gapped-install.asciidoc │ ├── breaking.asciidoc │ ├── images │ │ ├── air-gapped-configure-logging.png │ │ ├── install-stack-metrics-dashboard.png │ │ └── stack-install-final-state.png │ ├── index.asciidoc │ ├── installing-stack-demo-secure.asciidoc │ ├── installing-stack-demo-self.asciidoc │ ├── installing-stack.asciidoc │ ├── overview.asciidoc │ ├── redirects.asciidoc │ ├── upgrading-elasticsearch.asciidoc │ ├── upgrading-kibana.asciidoc │ ├── upgrading-stack-cloud.asciidoc │ ├── upgrading-stack-on-prem.asciidoc │ └── upgrading-stack.asciidoc │ ├── reference-architectures │ ├── hot-frozen.asciidoc │ ├── images │ │ ├── frozen.png │ │ ├── hot-frozen.png │ │ ├── hot.png │ │ ├── kibana.png │ │ ├── machine-learning.png │ │ └── master.png │ ├── index.asciidoc │ └── reference-architectures-overview.asciidoc │ └── stack │ └── ml │ ├── anomaly-detection │ ├── anomaly-detection-scale.asciidoc │ ├── anomaly-how-tos.asciidoc │ ├── geographic-anomalies.asciidoc │ ├── images │ │ ├── anomaly-explorer-alerts.png │ │ ├── anomaly-job-model-snapshots.jpg │ │ ├── categorization-wizard.png │ │ ├── create-ad-job-from-lens.jpg │ │ ├── detailed-single-metric.jpg │ │ ├── ecommerce-advanced-wizard-geopoint.jpg │ │ ├── ecommerce-anomaly-explorer-geopoint.jpg │ │ ├── influencers.jpg │ │ ├── link.svg │ │ ├── ml-category-analyzer.png │ │ ├── ml-category-anomalies.png │ │ ├── ml-create-job.png │ │ ├── ml-model-snapshots.png │ │ ├── ml-population-anomalies.png │ │ ├── ml-population-anomaly.png │ │ ├── ml-population-wizard.png │ │ ├── multibucketanalysis.jpg │ │ ├── overview-forecast.jpg │ │ ├── renormalization-score-reduction.jpg │ │ ├── revert-model-snapshot.jpg │ │ ├── select-layer-for-job.jpg │ │ ├── view-in-maps.jpg │ │ ├── weblogs-advanced-wizard-geopoint.jpg │ │ ├── weblogs-anomaly-explorer-geopoint.jpg │ │ ├── weblogs-anomaly-explorer-vectors.png │ │ ├── weblogs-anomaly-map.jpg │ │ ├── weblogs-data-visualizer-choropleth.png │ │ ├── weblogs-data-visualizer-geopoint.jpg │ │ └── weblogs-multimetric-wizard-vector.png │ ├── index.asciidoc │ ├── job-tips.asciidoc │ ├── mapping-anomalies.asciidoc │ ├── ml-ad-algorithms.asciidoc │ ├── ml-ad-concepts.asciidoc │ ├── ml-ad-explain.asciidoc │ ├── ml-ad-finding-anomalies.asciidoc │ ├── ml-ad-forecast.asciidoc │ ├── ml-ad-job-types.asciidoc │ ├── ml-ad-overview.asciidoc │ ├── ml-ad-plan.asciidoc │ ├── ml-ad-resources.asciidoc │ ├── ml-ad-run-jobs.asciidoc │ ├── ml-ad-troubleshooting.asciidoc │ ├── ml-ad-view-results.asciidoc │ ├── ml-api-quickref.asciidoc │ ├── ml-buckets.asciidoc │ ├── ml-calendars.asciidoc │ ├── ml-datafeeds.asciidoc │ ├── ml-detect-categories.asciidoc │ ├── ml-influencers.asciidoc │ ├── ml-jobs-from-visuals.asciidoc │ ├── ml-limitations.asciidoc │ ├── ml-model-snapshots.asciidoc │ ├── ml-population-analysis.asciidoc │ ├── ml-restart-failed-jobs.asciidoc │ ├── ml-revert-model-snapshot.asciidoc │ ├── ml-rules.asciidoc │ ├── ootb-ml-jobs-apache.asciidoc │ ├── ootb-ml-jobs-apm.asciidoc │ ├── ootb-ml-jobs-auditbeat.asciidoc │ ├── ootb-ml-jobs-logs-ui.asciidoc │ ├── ootb-ml-jobs-metricbeat.asciidoc │ ├── ootb-ml-jobs-metrics-ui.asciidoc │ ├── ootb-ml-jobs-nginx.asciidoc │ ├── ootb-ml-jobs-siem.asciidoc │ ├── ootb-ml-jobs-uptime.asciidoc │ ├── ootb-ml-jobs.asciidoc │ └── stopping-ml.asciidoc │ ├── assign-job-spaces.jpg │ ├── df-analytics │ ├── hyperparameters.asciidoc │ ├── images │ │ ├── classification-vis.png │ │ ├── confusion-matrix-binary-accuracy.jpg │ │ ├── confusion-matrix-binary.jpg │ │ ├── confusion-matrix-multiclass-recall.jpg │ │ ├── confusion-matrix-multiclass.jpg │ │ ├── diamonds-classification-total-importance.png │ │ ├── flightdata-regression-scatterplot.png │ │ ├── flights-classification-decision-plot.png │ │ ├── flights-classification-details.jpg │ │ ├── flights-classification-evaluation.png │ │ ├── flights-classification-importance.png │ │ ├── flights-classification-job-1.jpg │ │ ├── flights-classification-results.jpg │ │ ├── flights-classification-roc-curve.jpg │ │ ├── flights-classification-scatterplot.png │ │ ├── flights-classification-total-importance.jpg │ │ ├── flights-regression-decision-plot.png │ │ ├── flights-regression-details.jpg │ │ ├── flights-regression-evaluation.jpg │ │ ├── flights-regression-importance.png │ │ ├── flights-regression-job-1.jpg │ │ ├── flights-regression-results.jpg │ │ ├── flights-regression-total-importance.jpg │ │ ├── frequency-encoding.jpg │ │ ├── logs-transform-preview.jpg │ │ ├── ml-densitybm.jpg │ │ ├── ml-dfa-custom-url-edit.png │ │ ├── ml-dfa-custom-url.png │ │ ├── ml-dfa-inference-pipeline.png │ │ ├── ml-dfa-inference-processor.png │ │ ├── ml-dfa-lifecycle-diagram.png │ │ ├── ml-dfa-trained-models-ui.png │ │ ├── ngram-encoding.jpg │ │ ├── one-hot-encoding.jpg │ │ ├── outliers-scatterplot.jpg │ │ ├── outliers.jpg │ │ ├── target-mean-encoding.jpg │ │ ├── weblog-outlier-job-1.jpg │ │ └── weblog-outlier-scatterplot.jpg │ ├── index.asciidoc │ ├── ml-dfa-classification.asciidoc │ ├── ml-dfa-concepts.asciidoc │ ├── ml-dfa-custom-urls.asciidoc │ ├── ml-dfa-feature-processors.asciidoc │ ├── ml-dfa-limitations.asciidoc │ ├── ml-dfa-outlier-detection.asciidoc │ ├── ml-dfa-overview.asciidoc │ ├── ml-dfa-regression-loss-functions.asciidoc │ ├── ml-dfa-regression.asciidoc │ ├── ml-dfa-resources.asciidoc │ ├── ml-dfa-scale.asciidoc │ ├── ml-dfa-shared.asciidoc │ ├── ml-dfanalytics-apis.asciidoc │ ├── ml-dfanalytics.asciidoc │ ├── ml-feature-encoding.asciidoc │ ├── ml-feature-importance.asciidoc │ ├── ml-how-dfa-works.asciidoc │ ├── ml-trained-models.asciidoc │ └── supervised-lifecycle.adoc │ ├── doc-template │ └── ml-feature-template.asciidoc │ ├── get-started │ ├── images │ │ ├── ml-gs-annotations.jpg │ │ ├── ml-gs-data-keyword.jpg │ │ ├── ml-gs-data-metric.jpg │ │ ├── ml-gs-duration.png │ │ ├── ml-gs-forecast-actual.png │ │ ├── ml-gs-forecast-results.png │ │ ├── ml-gs-forecast.png │ │ ├── ml-gs-job1-analysis.jpg │ │ ├── ml-gs-job1-anomalies.jpg │ │ ├── ml-gs-job1-explorer-anomaly.jpg │ │ ├── ml-gs-job2-explorer-anomaly.jpg │ │ ├── ml-gs-job2-explorer-table.jpg │ │ ├── ml-gs-job2-explorer.jpg │ │ ├── ml-gs-job3-explorer.jpg │ │ ├── ml-gs-job4-explorer.jpg │ │ ├── ml-gs-user-annotation.jpg │ │ ├── ml-gs-web-config1.jpg │ │ └── ml-gs-web-results.jpg │ ├── index.asciidoc │ ├── ml-getting-started.asciidoc │ ├── ml-gs-forecasts.asciidoc │ ├── ml-gs-jobs.asciidoc │ ├── ml-gs-next.asciidoc │ ├── ml-gs-results.asciidoc │ └── ml-gs-visualizer.asciidoc │ ├── index-custom-title-page.html │ ├── index.asciidoc │ ├── machine-learning-intro.asciidoc │ ├── move-jobs.asciidoc │ ├── nlp │ ├── data │ │ ├── les-miserables-nd.json │ │ └── msmarco-passagetest2019-unique.tsv │ ├── images │ │ ├── ml-nlp-bm25-elser-v2.png │ │ ├── ml-nlp-deploy-e5-es.png │ │ ├── ml-nlp-deploy-elser-v2-es.png │ │ ├── ml-nlp-deployment-id-e5.png │ │ ├── ml-nlp-deployment-id-elser-v2.png │ │ ├── ml-nlp-discover-lang.png │ │ ├── ml-nlp-discover-ner.png │ │ ├── ml-nlp-e5-download.png │ │ ├── ml-nlp-elser-bm-summary.png │ │ ├── ml-nlp-elser-v2-cp-bm-results.png │ │ ├── ml-nlp-elser-v2-download.png │ │ ├── ml-nlp-elser-v2-opt-bm-results.png │ │ ├── ml-nlp-elser-v2-test.png │ │ ├── ml-nlp-ner-test.png │ │ ├── ml-nlp-pipeline-copy-customize.png │ │ ├── ml-nlp-pipeline-lang.png │ │ ├── ml-nlp-pipeline-ner.png │ │ ├── ml-nlp-start-e5-es.png │ │ ├── ml-nlp-start-elser-v2-es.png │ │ ├── ml-nlp-tag-cloud.png │ │ ├── ml-nlp-test-ner.png │ │ ├── ml-nlp-text-emb-data.png │ │ ├── ml-nlp-text-emb-reindex.png │ │ └── ml-nlp-text-emb-test.png │ ├── index.asciidoc │ ├── ml-nlp-apis.asciidoc │ ├── ml-nlp-autoscaling.asciidoc │ ├── ml-nlp-built-in-models.asciidoc │ ├── ml-nlp-classify-text.asciidoc │ ├── ml-nlp-deploy-models.asciidoc │ ├── ml-nlp-e5.asciidoc │ ├── ml-nlp-elastic-rerank.asciidoc │ ├── ml-nlp-elser.asciidoc │ ├── ml-nlp-examples.asciidoc │ ├── ml-nlp-extract-info.asciidoc │ ├── ml-nlp-inference.asciidoc │ ├── ml-nlp-lang-ident.asciidoc │ ├── ml-nlp-limitations.asciidoc │ ├── ml-nlp-model-ref.asciidoc │ ├── ml-nlp-ner-example.asciidoc │ ├── ml-nlp-overview.asciidoc │ ├── ml-nlp-search-compare.asciidoc │ ├── ml-nlp-shared.asciidoc │ ├── ml-nlp-text-emb-vector-search-example.asciidoc │ └── ml-nlp.asciidoc │ ├── redirects.asciidoc │ ├── setup.asciidoc │ └── spaces.jpg ├── gradle └── wrapper │ ├── gradle-wrapper.jar │ └── gradle-wrapper.properties ├── gradlew ├── gradlew.bat ├── settings.gradle └── src └── test └── java └── org └── elasticsearch └── smoketest └── DocsClientYamlTestSuiteIT.java /.backportrc.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/elastic/stack-docs/HEAD/.backportrc.json 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