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[DOCS] Adds the structure of the ES|QL docs (#789)
* [DOCS] Adds the structure of the ES|QL docs. * [DOCS] Amends structure. * Apply suggestions from code review * Apply suggestions from code review * [DOCS] Fine-tunes blueprint content. * Apply suggestions from code review Co-authored-by: Marci Windsheimer <[email protected]> * Update docs/usage/esql.asciidoc * added code examples * removed columnar adapter * [DOCS] Adjusts code block layout. --------- Co-authored-by: Marci Windsheimer <[email protected]> Co-authored-by: Laura Trotta <[email protected]>
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[[esql]] | ||
=== ES|QL in the Java client | ||
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This page helps you understand and use {ref}/esql.html[ES|QL] in the | ||
Java client. | ||
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There are two ways to use ES|QL in the {java-client}: | ||
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* Use the Elasticsearch {es-docs}/esql-apis.html[ES|QL API] directly: This | ||
is the most flexible approach, but it's also the most complex because you must handle | ||
results in their raw form. You can choose the precise format of results, | ||
such as JSON, CSV, or text. | ||
* Use ES|QL mapping helpers: These mappers take care of parsing the raw | ||
response into something readily usable by the application. Several mappers are | ||
available for different use cases, such as object mapping, cursor | ||
traversal of results, and dataframes. You can also define your own mapper for specific | ||
use cases. | ||
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[discrete] | ||
[[esql-how-to]] | ||
==== How to use the ES|QL API | ||
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The {es-docs}/esql-query-api.html[ES|QL query API] allows you to specify how | ||
results should be returned. You can choose a | ||
{es-docs}/esql-rest.html#esql-rest-format[response format] such as CSV, text, or | ||
JSON, then fine-tune it with parameters like column separators | ||
and locale. | ||
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Because the response varies widely depending on the format, the | ||
{java-client} has a BinaryData object you can use according to the | ||
format specified in the request. | ||
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The following example gets ES|QL results as CSV and parses them: | ||
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[source,java] | ||
------------------------------------ | ||
String queryAuthor = | ||
""" | ||
from books | ||
| where author == "Isaac Asimov" | ||
| sort year desc | ||
| limit 10 | ||
"""; | ||
BinaryResponse response = client.esql().query(q -> q | ||
.format("csv") | ||
.delimiter(",") | ||
.query(queryAuthor)); | ||
String result = new BufferedReader(new InputStreamReader(response.content())) | ||
.lines().collect(Collectors.joining("\n")); | ||
------------------------------------ | ||
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[discrete] | ||
[[esql-consume-results]] | ||
==== Consume ES|QL results | ||
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The previous example showed that although the raw ES|QL API offers maximum | ||
flexibility, additional work is required in order to make use of the | ||
result data. | ||
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To simplify things, try working with these three main representations of ES|QL | ||
results (each with its own mapping helper): | ||
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* **Objects**, where each row in the results is mapped to an object from your | ||
application domain. This is similar to what ORMs (object relational mappers) | ||
commonly do. | ||
+ | ||
-- | ||
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[source,java] | ||
------------------------------------ | ||
List<Book> queryRes = (List<Book>) client.esql().query(ObjectsEsqlAdapter.of(Book.class), queryAuthor); | ||
------------------------------------ | ||
-- | ||
* **Cursors**, where you scan the results row by row and access the data using | ||
column names. This is similar to database access libraries. | ||
+ | ||
-- | ||
[source,java] | ||
------------------------------------ | ||
ResultSet resultSet = client.esql().query(ResultSetEsqlAdapter.INSTANCE, queryAuthor); | ||
------------------------------------ | ||
-- | ||
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[discrete] | ||
[[esql-custom-mapping]] | ||
==== Define your own mapping | ||
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Although the mappers provided by the {java-client} cover many use cases, your | ||
application might require a custom mapping. | ||
You can write your own mapper and use it in a similar way as the | ||
built-in ones. | ||
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Note that mappers are meant to provide a more usable representation of ES|QL | ||
results—not to process the result data. Data processing should be based on | ||
the output of a result mapper. | ||
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Here's an example mapper that returns a simple column-oriented | ||
representation of the data: | ||
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[source,java] | ||
------------------------------------ | ||
public class CustomStringAdapter extends EsqlAdapterBase<String> { | ||
public static final CustomStringAdapter INSTANCE = new CustomStringAdapter(); | ||
@Override | ||
public String format() { | ||
return "json"; | ||
} | ||
@Override | ||
public boolean columnar() { | ||
return true; | ||
} | ||
@Override | ||
public String deserialize(ApiClient<ElasticsearchTransport, ?> client, QueryRequest request, | ||
BinaryResponse response) | ||
throws IOException { | ||
return new BufferedReader(new InputStreamReader(response.content())) | ||
.lines().collect(Collectors.joining("\n")); | ||
} | ||
} | ||
------------------------------------ |
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