115 lines
4.0 KiB
Plaintext
115 lines
4.0 KiB
Plaintext
--
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:api: put-data-frame-analytics
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:request: PutDataFrameAnalyticsRequest
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:response: PutDataFrameAnalyticsResponse
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--
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[id="{upid}-{api}"]
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=== Put Data Frame Analytics API
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The Put Data Frame Analytics API is used to create a new {dataframe-analytics-config}.
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The API accepts a +{request}+ object as a request and returns a +{response}+.
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[id="{upid}-{api}-request"]
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==== Put Data Frame Analytics Request
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A +{request}+ requires the following argument:
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["source","java",subs="attributes,callouts,macros"]
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--------------------------------------------------
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include-tagged::{doc-tests-file}[{api}-request]
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--------------------------------------------------
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<1> The configuration of the {dataframe-job} to create
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[id="{upid}-{api}-config"]
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==== Data Frame Analytics Configuration
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The `DataFrameAnalyticsConfig` object contains all the details about the {dataframe-job}
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configuration and contains the following arguments:
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["source","java",subs="attributes,callouts,macros"]
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--------------------------------------------------
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include-tagged::{doc-tests-file}[{api}-config]
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--------------------------------------------------
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<1> The {dataframe-analytics-config} id
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<2> The source index and query from which to gather data
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<3> The destination index
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<4> The analysis to be performed
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<5> The fields to be included in / excluded from the analysis
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<6> The memory limit for the model created as part of the analysis process
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[id="{upid}-{api}-query-config"]
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==== SourceConfig
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The index and the query from which to collect data.
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["source","java",subs="attributes,callouts,macros"]
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--------------------------------------------------
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include-tagged::{doc-tests-file}[{api}-source-config]
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--------------------------------------------------
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<1> Constructing a new DataFrameAnalyticsSource
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<2> The source index
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<3> The query from which to gather the data. If query is not set, a `match_all` query is used by default.
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===== QueryConfig
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The query with which to select data from the source.
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["source","java",subs="attributes,callouts,macros"]
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--------------------------------------------------
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include-tagged::{doc-tests-file}[{api}-query-config]
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--------------------------------------------------
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==== DestinationConfig
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The index to which data should be written by the {dataframe-job}.
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["source","java",subs="attributes,callouts,macros"]
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--------------------------------------------------
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include-tagged::{doc-tests-file}[{api}-dest-config]
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--------------------------------------------------
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<1> Constructing a new DataFrameAnalyticsDest
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<2> The destination index
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==== Analysis
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The analysis to be performed.
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Currently, only one analysis is supported: +OutlierDetection+.
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+OutlierDetection+ analysis can be created in one of two ways:
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["source","java",subs="attributes,callouts,macros"]
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--------------------------------------------------
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include-tagged::{doc-tests-file}[{api}-analysis-default]
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--------------------------------------------------
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<1> Constructing a new OutlierDetection object with default strategy to determine outliers
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or
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["source","java",subs="attributes,callouts,macros"]
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--------------------------------------------------
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include-tagged::{doc-tests-file}[{api}-analysis-customized]
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--------------------------------------------------
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<1> Constructing a new OutlierDetection object
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<2> The method used to perform the analysis
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<3> Number of neighbors taken into account during analysis
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==== Analyzed fields
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FetchContext object containing fields to be included in / excluded from the analysis
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["source","java",subs="attributes,callouts,macros"]
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--------------------------------------------------
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include-tagged::{doc-tests-file}[{api}-analyzed-fields]
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--------------------------------------------------
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include::../execution.asciidoc[]
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[id="{upid}-{api}-response"]
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==== Response
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The returned +{response}+ contains the newly created {dataframe-analytics-config}.
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["source","java",subs="attributes,callouts,macros"]
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--------------------------------------------------
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include-tagged::{doc-tests-file}[{api}-response]
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-------------------------------------------------- |