OpenSearch/docs/reference/search/search-template.asciidoc

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[[search-template]]
== Search Template
The `/_search/template` endpoint allows to use the mustache language to pre render search requests,
before they are executed and fill existing templates with template parameters.
[source,js]
------------------------------------------
GET /_search/template
{
"inline" : {
"query": { "match" : { "{{my_field}}" : "{{my_value}}" } },
"size" : "{{my_size}}"
},
"params" : {
"my_field" : "foo",
"my_value" : "bar",
"my_size" : 5
}
}
------------------------------------------
For more information on how Mustache templating and what kind of templating you
can do with it check out the http://mustache.github.io/mustache.5.html[online
documentation of the mustache project].
Scripting: add support for fine-grained settings Allow to on/off scripting based on their source (where they get loaded from), the operation that executes them and their language. The settings cover the following combinations: - mode: on, off, sandbox - source: indexed, dynamic, file - engine: groovy, expressions, mustache, etc - operation: update, search, aggs, mapping The following settings are supported for every engine: script.engine.groovy.indexed.update: sandbox/on/off script.engine.groovy.indexed.search: sandbox/on/off script.engine.groovy.indexed.aggs: sandbox/on/off script.engine.groovy.indexed.mapping: sandbox/on/off script.engine.groovy.dynamic.update: sandbox/on/off script.engine.groovy.dynamic.search: sandbox/on/off script.engine.groovy.dynamic.aggs: sandbox/on/off script.engine.groovy.dynamic.mapping: sandbox/on/off script.engine.groovy.file.update: sandbox/on/off script.engine.groovy.file.search: sandbox/on/off script.engine.groovy.file.aggs: sandbox/on/off script.engine.groovy.file.mapping: sandbox/on/off For ease of use, the following more generic settings are supported too: script.indexed: sandbox/on/off script.dynamic: sandbox/on/off script.file: sandbox/on/off script.update: sandbox/on/off script.search: sandbox/on/off script.aggs: sandbox/on/off script.mapping: sandbox/on/off These will be used to calculate the more specific settings, using the stricter setting of each combination. Operation based settings have precedence over conflicting source based ones. Note that the `mustache` engine is affected by generic settings applied to any language, while native scripts aren't as they are static by definition. Also, the previous `script.disable_dynamic` setting can now be deprecated. Closes #6418 Closes #10116 Closes #10274
2015-03-06 12:38:11 -05:00
NOTE: The mustache language is implemented in elasticsearch as a sandboxed
scripting language, hence it obeys settings that may be used to enable or
disable scripts per language, source and operation as described in
<<enable-dynamic-scripting, scripting docs>>
Scripting: add support for fine-grained settings Allow to on/off scripting based on their source (where they get loaded from), the operation that executes them and their language. The settings cover the following combinations: - mode: on, off, sandbox - source: indexed, dynamic, file - engine: groovy, expressions, mustache, etc - operation: update, search, aggs, mapping The following settings are supported for every engine: script.engine.groovy.indexed.update: sandbox/on/off script.engine.groovy.indexed.search: sandbox/on/off script.engine.groovy.indexed.aggs: sandbox/on/off script.engine.groovy.indexed.mapping: sandbox/on/off script.engine.groovy.dynamic.update: sandbox/on/off script.engine.groovy.dynamic.search: sandbox/on/off script.engine.groovy.dynamic.aggs: sandbox/on/off script.engine.groovy.dynamic.mapping: sandbox/on/off script.engine.groovy.file.update: sandbox/on/off script.engine.groovy.file.search: sandbox/on/off script.engine.groovy.file.aggs: sandbox/on/off script.engine.groovy.file.mapping: sandbox/on/off For ease of use, the following more generic settings are supported too: script.indexed: sandbox/on/off script.dynamic: sandbox/on/off script.file: sandbox/on/off script.update: sandbox/on/off script.search: sandbox/on/off script.aggs: sandbox/on/off script.mapping: sandbox/on/off These will be used to calculate the more specific settings, using the stricter setting of each combination. Operation based settings have precedence over conflicting source based ones. Note that the `mustache` engine is affected by generic settings applied to any language, while native scripts aren't as they are static by definition. Also, the previous `script.disable_dynamic` setting can now be deprecated. Closes #6418 Closes #10116 Closes #10274
2015-03-06 12:38:11 -05:00
[float]
==== More template examples
[float]
===== Filling in a query string with a single value
[source,js]
------------------------------------------
GET /_search/template
{
"inline": {
"query": {
"match": {
"title": "{{query_string}}"
}
}
},
"params": {
"query_string": "search for these words"
}
}
------------------------------------------
[float]
===== Passing an array of strings
[source,js]
------------------------------------------
GET /_search/template
{
"inline": {
"query": {
"terms": {
"status": [
"{{#status}}",
"{{.}}",
"{{/status}}"
]
}
}
},
"params": {
"status": [ "pending", "published" ]
}
}
------------------------------------------
which is rendered as:
[source,js]
------------------------------------------
{
"query": {
"terms": {
"status": [ "pending", "published" ]
}
}
------------------------------------------
[float]
===== Concatenating array of values
The `{{#join}}array{{/join}}` function can be used to concatenate the
values of an array as a comma delimited string:
[source,js]
------------------------------------------
GET /_search/template
{
"inline": {
"query": {
"match": {
"emails": "{{#join}}emails{{/join}}"
}
}
},
"params": {
"emails": [ "username@email.com", "lastname@email.com" ]
}
}
------------------------------------------
which is rendered as:
[source,js]
------------------------------------------
{
"query" : {
"match" : {
"emails" : "username@email.com,lastname@email.com"
}
}
}
------------------------------------------
The function also accepts a custom delimiter:
[source,js]
------------------------------------------
GET /_search/template
{
"inline": {
"query": {
"range": {
"born": {
"gte" : "{{date.min}}",
"lte" : "{{date.max}}",
"format": "{{#join delimiter='||'}}date.formats{{/join delimiter='||'}}"
}
}
}
},
"params": {
"date": {
"min": "2016",
"max": "31/12/2017",
"formats": ["dd/MM/yyyy", "yyyy"]
}
}
}
------------------------------------------
which is rendered as:
[source,js]
------------------------------------------
{
"query" : {
"range" : {
"born" : {
"gte" : "2016",
"lte" : "31/12/2017",
"format" : "dd/MM/yyyy||yyyy"
}
}
}
}
------------------------------------------
[float]
===== Default values
A default value is written as `{{var}}{{^var}}default{{/var}}` for instance:
[source,js]
------------------------------------------
{
"inline": {
"query": {
"range": {
"line_no": {
"gte": "{{start}}",
"lte": "{{end}}{{^end}}20{{/end}}"
}
}
}
},
"params": { ... }
}
------------------------------------------
When `params` is `{ "start": 10, "end": 15 }` this query would be rendered as:
[source,js]
------------------------------------------
{
"range": {
"line_no": {
"gte": "10",
"lte": "15"
}
}
}
------------------------------------------
But when `params` is `{ "start": 10 }` this query would use the default value
for `end`:
[source,js]
------------------------------------------
{
"range": {
"line_no": {
"gte": "10",
"lte": "20"
}
}
}
------------------------------------------
[float]
===== Converting parameters to JSON
The `{{toJson}}parameter{{/toJson}}` function can be used to convert parameters
like maps and array to their JSON representation:
[source,js]
------------------------------------------
{
"inline": "{\"query\":{\"bool\":{\"must\": {{#toJson}}clauses{{/toJson}} }}}",
"params": {
"clauses": [
{ "term": "foo" },
{ "term": "bar" }
]
}
}
------------------------------------------
which is rendered as:
[source,js]
------------------------------------------
{
"query" : {
"bool" : {
"must" : [
{
"term" : "foo"
},
{
"term" : "bar"
}
]
}
}
}
------------------------------------------
[float]
===== Conditional clauses
Conditional clauses cannot be expressed using the JSON form of the template.
Instead, the template *must* be passed as a string. For instance, let's say
we wanted to run a `match` query on the `line` field, and optionally wanted
to filter by line numbers, where `start` and `end` are optional.
The `params` would look like:
[source,js]
------------------------------------------
{
"params": {
"text": "words to search for",
"line_no": { <1>
"start": 10, <1>
"end": 20 <1>
}
}
}
------------------------------------------
<1> All three of these elements are optional.
We could write the query as:
[source,js]
------------------------------------------
{
"query": {
"bool": {
"must": {
"match": {
"line": "{{text}}" <1>
}
},
"filter": {
{{#line_no}} <2>
"range": {
"line_no": {
{{#start}} <3>
"gte": "{{start}}" <4>
{{#end}},{{/end}} <5>
{{/start}} <3>
{{#end}} <6>
"lte": "{{end}}" <7>
{{/end}} <6>
}
}
{{/line_no}} <2>
}
}
}
}
------------------------------------------
<1> Fill in the value of param `text`
<2> Include the `range` filter only if `line_no` is specified
<3> Include the `gte` clause only if `line_no.start` is specified
<4> Fill in the value of param `line_no.start`
<5> Add a comma after the `gte` clause only if `line_no.start`
AND `line_no.end` are specified
<6> Include the `lte` clause only if `line_no.end` is specified
<7> Fill in the value of param `line_no.end`
[NOTE]
==================================
As written above, this template is not valid JSON because it includes the
_section_ markers like `{{#line_no}}`. For this reason, the template should
either be stored in a file (see <<pre-registered-templates>>) or, when used
via the REST API, should be written as a string:
[source,js]
--------------------
"inline": "{\"query\":{\"bool\":{\"must\":{\"match\":{\"line\":\"{{text}}\"}},\"filter\":{{{#line_no}}\"range\":{\"line_no\":{{{#start}}\"gte\":\"{{start}}\"{{#end}},{{/end}}{{/start}}{{#end}}\"lte\":\"{{end}}\"{{/end}}}}{{/line_no}}}}}}"
--------------------
==================================
[float]
[[pre-registered-templates]]
===== Pre-registered template
You can register search templates by storing it in the `config/scripts` directory, in a file using the `.mustache` extension.
In order to execute the stored template, reference it by it's name under the `template` key:
[source,js]
------------------------------------------
GET /_search/template
{
"file": "storedTemplate", <1>
"params": {
"query_string": "search for these words"
}
}
------------------------------------------
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<1> Name of the query template in `config/scripts/`, i.e., `storedTemplate.mustache`.
You can also register search templates by storing it in the cluster state.
There are REST APIs to manage these indexed templates.
[source,js]
------------------------------------------
POST /_search/template/<templatename>
{
"template": {
"query": {
"match": {
"title": "{{query_string}}"
}
}
}
}
------------------------------------------
This template can be retrieved by
[source,js]
------------------------------------------
GET /_search/template/<templatename>
------------------------------------------
which is rendered as:
[source,js]
------------------------------------------
{
"template": {
"query": {
"match": {
"title": "{{query_string}}"
}
}
}
}
------------------------------------------
This template can be deleted by
[source,js]
------------------------------------------
DELETE /_search/template/<templatename>
------------------------------------------
To use an indexed template at search time use:
[source,js]
------------------------------------------
GET /_search/template
{
"id": "templateName", <1>
"params": {
"query_string": "search for these words"
}
}
------------------------------------------
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<1> Name of the query template stored in the `.scripts` index.
[float]
==== Validating templates
A template can be rendered in a response with given parameters using
[source,js]
------------------------------------------
GET /_render/template
{
"inline": {
"query": {
"terms": {
"status": [
"{{#status}}",
"{{.}}",
"{{/status}}"
]
}
}
},
"params": {
"status": [ "pending", "published" ]
}
}
------------------------------------------
This call will return the rendered template:
[source,js]
------------------------------------------
{
"template_output": {
"query": {
"terms": {
"status": [ <1>
"pending",
"published"
]
}
}
}
}
------------------------------------------
<1> `status` array has been populated with values from the `params` object.
File and indexed templates can also be rendered by replacing `inline` with
`file` or `id` respectively. For example, to render a file template
[source,js]
------------------------------------------
GET /_render/template
{
"file": "my_template",
"params": {
"status": [ "pending", "published" ]
}
}
------------------------------------------
Pre-registered templates can also be rendered using
[source,js]
------------------------------------------
GET /_render/template/<template_name>
{
"params": {
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"..."
}
}
------------------------------------------
[[multi-search-template]]
== Multi Search Template
The multi search template API allows to execute several search template
requests within the same API using the `_msearch/template` endpoint.
The format of the request is similar to the <<search-multi-search, Multi
Search API>> format:
[source,js]
--------------------------------------------------
header\n
body\n
header\n
body\n
--------------------------------------------------
The header part supports the same `index`, `types`, `search_type`,
`preference`, and `routing` options as the usual Multi Search API.
The body includes a search template body request and supports inline,
stored and file templates. Here is an example:
[source,js]
--------------------------------------------------
$ cat requests
{"index": "test"}
{"inline": {"query": {"match": {"user" : "{{username}}" }}}, "params": {"username": "john"}} <1>
{"index": "_all", "types": "accounts"}
{"inline": {"query": {"{{query_type}}": {"name": "{{name}}" }}}, "params": {"query_type": "match_phrase_prefix", "name": "Smith"}}
{"index": "_all"}
{"id": "template_1", "params": {"query_string": "search for these words" }} <2>
{"types": "users"}
{"file": "template_2", "params": {"field_name": "fullname", "field_value": "john smith" }} <3>
$ curl -XGET localhost:9200/_msearch/template --data-binary "@requests"; echo
--------------------------------------------------
<1> Inline search template request
<2> Search template request based on a stored template
<3> Search template request based on a file template
The response returns a `responses` array, which includes the search template
response for each search template request matching its order in the original
multi search template request. If there was a complete failure for that specific
search template request, an object with `error` message will be returned in place
of the actual search response.