136 lines
3.8 KiB
Plaintext
136 lines
3.8 KiB
Plaintext
[role="xpack"]
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[[ml-put-datafeed]]
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=== Create {dfeeds-cap} API
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++++
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<titleabbrev>Create {dfeeds-cap}</titleabbrev>
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++++
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This API enables you to instantiate a {dfeed}.
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==== Request
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`PUT _xpack/ml/datafeeds/<feed_id>`
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==== Description
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You must create a job before you create a {dfeed}. You can associate only one
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{dfeed} to each job.
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==== Path Parameters
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`feed_id` (required)::
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(string) A numerical character string that uniquely identifies the {dfeed}.
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==== Request Body
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`aggregations`::
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(object) If set, the {dfeed} performs aggregation searches.
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For more information, see <<ml-datafeed-resource>>.
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`chunking_config`::
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(object) Specifies how data searches are split into time chunks.
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See <<ml-datafeed-chunking-config>>.
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`frequency`::
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(time units) The interval at which scheduled queries are made while the {dfeed}
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runs in real time. The default value is either the bucket span for short
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bucket spans, or, for longer bucket spans, a sensible fraction of the bucket
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span. For example: `150s`.
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`indices` (required)::
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(array) An array of index names. Wildcards are supported. For example:
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`["it_ops_metrics", "server*"]`.
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`job_id` (required)::
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(string) A numerical character string that uniquely identifies the job.
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`query`::
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(object) The {es} query domain-specific language (DSL). This value
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corresponds to the query object in an {es} search POST body. All the
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options that are supported by {Es} can be used, as this object is
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passed verbatim to {es}. By default, this property has the following
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value: `{"match_all": {"boost": 1}}`.
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`query_delay`::
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(time units) The number of seconds behind real time that data is queried. For
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example, if data from 10:04 a.m. might not be searchable in {es} until
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10:06 a.m., set this property to 120 seconds. The default value is `60s`.
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`script_fields`::
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(object) Specifies scripts that evaluate custom expressions and returns
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script fields to the {dfeed}.
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The <<ml-detectorconfig,detector configuration objects>> in a job can contain
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functions that use these script fields.
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For more information,
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see {ref}/search-request-script-fields.html[Script Fields].
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`scroll_size`::
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(unsigned integer) The `size` parameter that is used in {es} searches.
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The default value is `1000`.
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`types`::
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(array) A list of types to search for within the specified indices.
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For example: `[]`. This property is provided for backwards compatibility with
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releases earlier than 6.0.0. For more information, see <<removal-of-types>>.
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For more information about these properties,
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see <<ml-datafeed-resource>>.
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==== Authorization
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You must have `manage_ml`, or `manage` cluster privileges to use this API.
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For more information, see
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{xpack-ref}/security-privileges.html[Security Privileges].
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==== Security Integration
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When {security} is enabled, your {dfeed} will remember which roles the user who
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created it had at the time of creation, and run the query using those same roles.
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==== Examples
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The following example creates the `datafeed-total-requests` {dfeed}:
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[source,js]
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--------------------------------------------------
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PUT _xpack/ml/datafeeds/datafeed-total-requests
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{
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"job_id": "total-requests",
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"indices": ["server-metrics"]
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}
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--------------------------------------------------
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// CONSOLE
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// TEST[setup:server_metrics_job]
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When the {dfeed} is created, you receive the following results:
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[source,js]
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----
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{
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"datafeed_id": "datafeed-total-requests",
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"job_id": "total-requests",
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"query_delay": "83474ms",
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"indices": [
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"server-metrics"
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],
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"types": [],
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"query": {
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"match_all": {
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"boost": 1.0
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}
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},
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"scroll_size": 1000,
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"chunking_config": {
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"mode": "auto"
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}
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}
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----
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// TESTRESPONSE[s/"query_delay": "83474ms"/"query_delay": $body.query_delay/]
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// TESTRESPONSE[s/"query.boost": "1.0"/"query.boost": $body.query.boost/]
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