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179 lines
5.7 KiB
Text
179 lines
5.7 KiB
Text
[[subobjects]]
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=== `subobjects`
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When indexing a document or updating mappings, Elasticsearch accepts fields that contain dots in their names,
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which get expanded to their corresponding object structure. For instance, the field `metrics.time.max`
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is mapped as a `max` leaf field with a parent `time` object, belonging to its parent `metrics` object.
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The described default behaviour is reasonable for most scenarios, but causes problems in certain situations
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where for instance a field `metrics.time` holds a value too, which is common when indexing metrics data.
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A document holding a value for both `metrics.time.max` and `metrics.time` gets rejected given that `time`
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would need to be a leaf field to hold a value as well as an object to hold the `max` sub-field.
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The `subobjects` setting, which can be applied only to the top-level mapping definition and
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to <<object,`object`>> fields, disables the ability for an object to hold further subobjects and makes it possible
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to store documents where field names contain dots and share common prefixes. From the example above, if the object
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container `metrics` has `subobjects` set to `false`, it can hold values for both `time` and `time.max` directly
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without the need for any intermediate object, as dots in field names are preserved.
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[source,console]
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--------------------------------------------------
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PUT my-index-000001
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{
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"mappings": {
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"properties": {
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"metrics": {
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"type": "object",
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"subobjects": false, <1>
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"properties": {
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"time": { "type": "long" },
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"time.min": { "type": "long" },
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"time.max": { "type": "long" }
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}
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}
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}
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}
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}
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PUT my-index-000001/_doc/metric_1
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{
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"metrics.time" : 100, <2>
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"metrics.time.min" : 10,
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"metrics.time.max" : 900
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}
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PUT my-index-000001/_doc/metric_2
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{
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"metrics" : {
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"time" : 100, <3>
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"time.min" : 10,
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"time.max" : 900
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}
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}
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GET my-index-000001/_mapping
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--------------------------------------------------
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[source,console-result]
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--------------------------------------------------
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{
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"my-index-000001" : {
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"mappings" : {
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"properties" : {
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"metrics" : {
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"subobjects" : false,
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"properties" : {
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"time" : {
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"type" : "long"
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},
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"time.min" : { <4>
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"type" : "long"
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},
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"time.max" : {
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"type" : "long"
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}
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}
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}
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}
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}
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}
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}
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--------------------------------------------------
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<1> The `metrics` field cannot hold other objects.
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<2> Sample document holding flat paths
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<3> Sample document holding an object (configured to not hold subobjects) and its leaf sub-fields
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<4> The resulting mapping where dots in field names were preserved
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The entire mapping may be configured to not support subobjects as well, in which case the document can
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only ever hold leaf sub-fields:
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[source,console]
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--------------------------------------------------
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PUT my-index-000001
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{
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"mappings": {
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"subobjects": false <1>
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}
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}
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PUT my-index-000001/_doc/metric_1
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{
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"time" : "100ms", <2>
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"time.min" : "10ms",
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"time.max" : "900ms"
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}
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--------------------------------------------------
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<1> The entire mapping is configured to not support objects.
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<2> The document does not support objects
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The `subobjects` setting for existing fields and the top-level mapping definition cannot be updated.
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==== Auto-flattening object mappings
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It is generally recommended to define the properties of an object that is configured with `subobjects: false` with dotted field names
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(as shown in the first example).
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However, it is also possible to define these properties as sub-objects in the mappings.
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In that case, the mapping will be automatically flattened before it is stored.
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This makes it easier to re-use existing mappings without having to re-write them.
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Note that auto-flattening will not work when certain <<mapping-params, mapping parameters>> are set
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on object mappings that are defined under an object configured with `subobjects: false`:
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* The <<enabled, `enabled`>> mapping parameter must not be `false`.
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* The <<dynamic, `dynamic`>> mapping parameter must not contradict the implicit or explicit value of the parent. For example, when `dynamic` is set to `false` in the root of the mapping, object mappers that set `dynamic` to `true` can't be auto-flattened.
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* The <<subobjects, `subobjects`>> mapping parameter must not be set to `true` explicitly.
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[source,console]
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--------------------------------------------------
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PUT my-index-000002
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{
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"mappings": {
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"properties": {
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"metrics": {
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"subobjects": false,
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"properties": {
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"time": {
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"type": "object", <1>
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"properties": {
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"min": { "type": "long" }, <2>
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"max": { "type": "long" }
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}
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}
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}
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}
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}
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}
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}
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GET my-index-000002/_mapping
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--------------------------------------------------
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[source,console-result]
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--------------------------------------------------
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{
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"my-index-000002" : {
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"mappings" : {
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"properties" : {
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"metrics" : {
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"subobjects" : false,
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"properties" : {
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"time.min" : { <3>
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"type" : "long"
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},
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"time.max" : {
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"type" : "long"
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}
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}
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}
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}
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}
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}
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}
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--------------------------------------------------
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<1> The metrics object can contain further object mappings that will be auto-flattened.
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Object mappings at this level must not set certain mapping parameters as explained above.
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<2> This field will be auto-flattened to `"time.min"` before the mapping is stored.
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<3> The auto-flattened `"time.min"` field can be inspected by looking at the index mapping.
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