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2eb188779..5bb1acdc4 100644 --- a/docs/en/stack/ml/df-analytics/ml-dfa-classification.asciidoc +++ b/docs/en/stack/ml/df-analytics/ml-dfa-classification.asciidoc @@ -258,6 +258,8 @@ The model that you created is stored as {es} documents in internal indices. In other words, the characteristics of your trained model are saved and ready to be deployed and used as functions. +include::ml-dfa-shared.asciidoc[tag=dfa-deploy-model] + [discrete] [[ml-inference-class]] diff --git a/docs/en/stack/ml/df-analytics/ml-dfa-regression.asciidoc b/docs/en/stack/ml/df-analytics/ml-dfa-regression.asciidoc index cd1369d7b..d4e74968d 100644 --- a/docs/en/stack/ml/df-analytics/ml-dfa-regression.asciidoc +++ b/docs/en/stack/ml/df-analytics/ml-dfa-regression.asciidoc @@ -194,6 +194,8 @@ deployed and used as functions. The <> feature enables you to use your model in a preprocessor of an ingest pipeline or in a pipeline aggregation of a search query to make predictions about your data. +include::ml-dfa-shared.asciidoc[tag=dfa-deploy-model] + [discrete] [[ml-inference-reg]] diff --git a/docs/en/stack/ml/df-analytics/ml-dfa-shared.asciidoc b/docs/en/stack/ml/df-analytics/ml-dfa-shared.asciidoc index 55a5d67eb..06486283d 100644 --- a/docs/en/stack/ml/df-analytics/ml-dfa-shared.asciidoc +++ b/docs/en/stack/ml/df-analytics/ml-dfa-shared.asciidoc @@ -1,3 +1,40 @@ +tag::dfa-deploy-model[] +. To deploy {dfanalytics} model in a pipeline, navigate to **Machine Learning** > +**Model Management** > **Trained models** in {kib}. + +. Find the model you want to deploy in the list and click **Deploy model** in +the **Actions** menu. ++ +-- +[role="screenshot"] +image::images/ml-dfa-trained-models-ui.png["The trained models UI in {kib}"] +-- + +. Create an {infer} pipeline to be able to use the model against new data +through the pipeline. Add a name and a description or use the default values. ++ +-- +[role="screenshot"] +image::images/ml-dfa-inference-pipeline.png["Creating an inference pipeline"] +-- + +. Configure the pipeline processors or use the default settings. ++ +-- +[role="screenshot"] +image::images/ml-dfa-inference-processor.png["Configuring an inference processor"] +-- +. Configure to handle ingest failures or use the default settings. + +. (Optional) Test your pipeline by running a simulation of the pipeline to + confirm it produces the anticipated results. + +. Review the settings and click **Create pipeline**. + +The model is deployed and ready to use through the {infer} pipeline. +end::dfa-deploy-model[] + + tag::dfa-evaluation-intro[] Using the {dfanalytics} features to gain insights from a data set is an iterative process. After you defined the problem you want to solve, and chose @@ -18,10 +55,8 @@ the ground truth. The {evaluatedf-api} evaluates the performance of the end::dfa-evaluation-intro[] tag::dfa-inference[] -{infer-cap} is a {ml} feature that enables you to use supervised {ml} processes -– like {regression} or {classification} – not only as a batch analysis but in a -continuous fashion. This means that {infer} makes it possible to use -<> against incoming data. +{infer-cap} enables you to use <> against +incoming data in a continuous fashion. For instance, suppose you have an online service and you would like to predict whether a customer is likely to churn. You have an index with historical data – @@ -43,7 +78,7 @@ are indexed into the destination index. Check the {ref}/inference-processor.html[{infer} processor] and {ref}/ml-df-analytics-apis.html[the {ml} {dfanalytics} API documentation] to -learn more about the feature. +learn more. end::dfa-inference-processor[] tag::dfa-inference-aggregation[] @@ -58,7 +93,7 @@ to set up a processor in the ingest pipeline. Check the {ref}/search-aggregations-pipeline-inference-bucket-aggregation.html[{infer} bucket aggregation] and {ref}/ml-df-analytics-apis.html[the {ml} {dfanalytics} API documentation] to -learn more about the feature. +learn more. NOTE: If you use trained model aliases to reference your trained model in an {infer} processor or {infer} aggregation, you can replace your trained model diff --git a/docs/en/stack/ml/df-analytics/ml-trained-models.asciidoc b/docs/en/stack/ml/df-analytics/ml-trained-models.asciidoc index 76d71ec95..72b9cddea 100644 --- a/docs/en/stack/ml/df-analytics/ml-trained-models.asciidoc +++ b/docs/en/stack/ml/df-analytics/ml-trained-models.asciidoc @@ -12,14 +12,6 @@ information about this process, see <> and <> and <>. -You can also supply trained models that are not created by {dfanalytics-job} but -adhere to the appropriate -https://github.com/elastic/ml-json-schemas[JSON schema]. Likewise, you can use -third-party models to perform natural language processing (NLP) tasks. If you -want to use these trained models in the {stack}, you must store them in {es} -documents by using the {ref}/put-trained-models.html[create trained models API]. -For more information about NLP models, refer to <>. - In {kib}, you can view and manage your trained models in *{stack-manage-app}* > *Alerts and Insights* > *{ml-app}* and *{ml-app}* > *Model Management*. @@ -28,6 +20,27 @@ Alternatively, you can use APIs like {ref}/get-trained-models.html[get trained models] and {ref}/delete-trained-models.html[delete trained models]. +[discrete] +[[deploy-dfa-trained-models]] +== Deploying trained models + +[discrete] +=== Models trained by {dfanalytics} + +include::ml-dfa-shared.asciidoc[tag=dfa-deploy-model] + + +[discrete] +=== Models trained by other methods + +You can also supply trained models that are not created by {dfanalytics-job} but +adhere to the appropriate +https://github.com/elastic/ml-json-schemas[JSON schema]. Likewise, you can use +third-party models to perform natural language processing (NLP) tasks. If you +want to use these trained models in the {stack}, you must store them in {es} +documents by using the {ref}/put-trained-models.html[create trained models API]. +For more information about NLP models, refer to <>. + [discrete] [[export-import]]

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