OpenSearch/README.md

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Mapper Attachments Type for Elasticsearch
=========================================
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The mapper attachments plugin adds the `attachment` type to Elasticsearch using [Apache Tika](http://lucene.apache.org/tika/).
The `attachment` type allows to index different "attachment" type field (encoded as `base64`), for example,
microsoft office formats, open document formats, ePub, HTML, and so on (full list can be found [here](http://tika.apache.org/1.5/formats.html)).
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In order to install the plugin, run:
```sh
bin/plugin -install elasticsearch/elasticsearch-mapper-attachments/2.4.1
```
You need to install a version matching your Elasticsearch version:
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| Elasticsearch | Attachments Plugin| Docs |
|------------------------|-------------------|------------------------------------------------------------------------------------------------------------------------------------|
| master | Build from source | See below |
| es-1.x | Build from source | [2.5.0-SNAPSHOT](https://github.com/elasticsearch/elasticsearch-mapper-attachments/tree/es-1.x/#version-250-snapshot-for-elasticsearch-1x)|
| es-1.4 | 2.4.1 | [2.4.1](https://github.com/elasticsearch/elasticsearch-mapper-attachments/tree/v2.4.1/#version-241-for-elasticsearch-14) |
| es-1.3 | 2.3.2 | [2.3.2](https://github.com/elasticsearch/elasticsearch-mapper-attachments/tree/v2.3.2/#version-232-for-elasticsearch-13) |
| es-1.2 | 2.2.1 | [2.2.1](https://github.com/elasticsearch/elasticsearch-mapper-attachments/tree/v2.2.1/#version-221-for-elasticsearch-12) |
| es-1.1 | 2.0.0 | [2.0.0](https://github.com/elasticsearch/elasticsearch-mapper-attachments/tree/v2.0.0/#mapper-attachments-type-for-elasticsearch) |
| es-1.0 | 2.0.0 | [2.0.0](https://github.com/elasticsearch/elasticsearch-mapper-attachments/tree/v2.0.0/#mapper-attachments-type-for-elasticsearch) |
| es-0.90 | 1.9.0 | [1.9.0](https://github.com/elasticsearch/elasticsearch-mapper-attachments/tree/v1.9.0/#mapper-attachments-type-for-elasticsearch) |
To build a `SNAPSHOT` version, you need to build it with Maven:
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```bash
mvn clean install
plugin --install mapper-attachments \
--url file:target/releases/elasticsearch-mapper-attachments-X.X.X-SNAPSHOT.zip
```
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Using mapper attachments
------------------------
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Using the attachment type is simple, in your mapping JSON, simply set a certain JSON element as attachment, for example:
```javascript
Add support for multi-fields Now https://github.com/elasticsearch/elasticsearch/pull/6867 is merged in elasticsearch core code (branch 1.x - es 1.4), we can support multi fields in mapper attachment plugin. ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment", "path": "full", "fields": { "file": { "type": "string", "fields": { "store": { "type": "string", "store": true } } }, "content_type": { "type": "string", "fields": { "store": { "type": "string", "store": true }, "untouched": { "type": "string", "index": "not_analyzed", "store": true } } } } } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "fields": [ "file.store", "file.content_type.store" ], "aggs": { "store": { "terms": { "field": "file.content_type.store" } }, "untouched": { "terms": { "field": "file.content_type.untouched" } } } } ``` It gives: ```js { "took": 3, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 1, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 1, "fields": { "file.store": [ "\"God Save the Queen\" (alternatively \"God Save the King\"\n" ], "file.content_type.store": [ "text/plain; charset=ISO-8859-1" ] } } ] }, "aggregations": { "store": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "1", "doc_count": 1 }, { "key": "8859", "doc_count": 1 }, { "key": "charset", "doc_count": 1 }, { "key": "iso", "doc_count": 1 }, { "key": "plain", "doc_count": 1 }, { "key": "text", "doc_count": 1 } ] }, "untouched": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "text/plain; charset=ISO-8859-1", "doc_count": 1 } ] } } } ``` Note that using shorter definition works as well: ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment" } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "query": { "match": { "file": "king" } } } ``` gives: ```js { "took": 53, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 0.095891505, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 0.095891505, "_source": { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } } ] } } ``` Closes #57. (cherry picked from commit 432d7c0)
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PUT /test/person/_mapping
{
"person" : {
"properties" : {
"my_attachment" : { "type" : "attachment" }
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}
}
}
```
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In this case, the JSON to index can be:
```javascript
Add support for multi-fields Now https://github.com/elasticsearch/elasticsearch/pull/6867 is merged in elasticsearch core code (branch 1.x - es 1.4), we can support multi fields in mapper attachment plugin. ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment", "path": "full", "fields": { "file": { "type": "string", "fields": { "store": { "type": "string", "store": true } } }, "content_type": { "type": "string", "fields": { "store": { "type": "string", "store": true }, "untouched": { "type": "string", "index": "not_analyzed", "store": true } } } } } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "fields": [ "file.store", "file.content_type.store" ], "aggs": { "store": { "terms": { "field": "file.content_type.store" } }, "untouched": { "terms": { "field": "file.content_type.untouched" } } } } ``` It gives: ```js { "took": 3, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 1, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 1, "fields": { "file.store": [ "\"God Save the Queen\" (alternatively \"God Save the King\"\n" ], "file.content_type.store": [ "text/plain; charset=ISO-8859-1" ] } } ] }, "aggregations": { "store": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "1", "doc_count": 1 }, { "key": "8859", "doc_count": 1 }, { "key": "charset", "doc_count": 1 }, { "key": "iso", "doc_count": 1 }, { "key": "plain", "doc_count": 1 }, { "key": "text", "doc_count": 1 } ] }, "untouched": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "text/plain; charset=ISO-8859-1", "doc_count": 1 } ] } } } ``` Note that using shorter definition works as well: ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment" } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "query": { "match": { "file": "king" } } } ``` gives: ```js { "took": 53, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 0.095891505, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 0.095891505, "_source": { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } } ] } } ``` Closes #57. (cherry picked from commit 432d7c0)
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PUT /test/person/1
{
"my_attachment" : "... base64 encoded attachment ..."
}
```
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Or it is possible to use more elaborated JSON if content type, resource name or language need to be set explicitly:
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Add support for multi-fields Now https://github.com/elasticsearch/elasticsearch/pull/6867 is merged in elasticsearch core code (branch 1.x - es 1.4), we can support multi fields in mapper attachment plugin. ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment", "path": "full", "fields": { "file": { "type": "string", "fields": { "store": { "type": "string", "store": true } } }, "content_type": { "type": "string", "fields": { "store": { "type": "string", "store": true }, "untouched": { "type": "string", "index": "not_analyzed", "store": true } } } } } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "fields": [ "file.store", "file.content_type.store" ], "aggs": { "store": { "terms": { "field": "file.content_type.store" } }, "untouched": { "terms": { "field": "file.content_type.untouched" } } } } ``` It gives: ```js { "took": 3, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 1, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 1, "fields": { "file.store": [ "\"God Save the Queen\" (alternatively \"God Save the King\"\n" ], "file.content_type.store": [ "text/plain; charset=ISO-8859-1" ] } } ] }, "aggregations": { "store": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "1", "doc_count": 1 }, { "key": "8859", "doc_count": 1 }, { "key": "charset", "doc_count": 1 }, { "key": "iso", "doc_count": 1 }, { "key": "plain", "doc_count": 1 }, { "key": "text", "doc_count": 1 } ] }, "untouched": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "text/plain; charset=ISO-8859-1", "doc_count": 1 } ] } } } ``` Note that using shorter definition works as well: ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment" } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "query": { "match": { "file": "king" } } } ``` gives: ```js { "took": 53, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 0.095891505, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 0.095891505, "_source": { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } } ] } } ``` Closes #57. (cherry picked from commit 432d7c0)
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```
PUT /test/person/1
{
"my_attachment" : {
"_content_type" : "application/pdf",
"_name" : "resource/name/of/my.pdf",
"_language" : "en",
"_content" : "... base64 encoded attachment ..."
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}
}
```
Add support for multi-fields Now https://github.com/elasticsearch/elasticsearch/pull/6867 is merged in elasticsearch core code (branch 1.x - es 1.4), we can support multi fields in mapper attachment plugin. ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment", "path": "full", "fields": { "file": { "type": "string", "fields": { "store": { "type": "string", "store": true } } }, "content_type": { "type": "string", "fields": { "store": { "type": "string", "store": true }, "untouched": { "type": "string", "index": "not_analyzed", "store": true } } } } } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "fields": [ "file.store", "file.content_type.store" ], "aggs": { "store": { "terms": { "field": "file.content_type.store" } }, "untouched": { "terms": { "field": "file.content_type.untouched" } } } } ``` It gives: ```js { "took": 3, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 1, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 1, "fields": { "file.store": [ "\"God Save the Queen\" (alternatively \"God Save the King\"\n" ], "file.content_type.store": [ "text/plain; charset=ISO-8859-1" ] } } ] }, "aggregations": { "store": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "1", "doc_count": 1 }, { "key": "8859", "doc_count": 1 }, { "key": "charset", "doc_count": 1 }, { "key": "iso", "doc_count": 1 }, { "key": "plain", "doc_count": 1 }, { "key": "text", "doc_count": 1 } ] }, "untouched": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "text/plain; charset=ISO-8859-1", "doc_count": 1 } ] } } } ``` Note that using shorter definition works as well: ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment" } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "query": { "match": { "file": "king" } } } ``` gives: ```js { "took": 53, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 0.095891505, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 0.095891505, "_source": { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } } ] } } ``` Closes #57. (cherry picked from commit 432d7c0)
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The `attachment` type not only indexes the content of the doc, but also automatically adds meta data on the attachment
as well (when available).
The metadata supported are:
* `date`
* `title`
* `name` only available if you set `_name` see above
* `author`
* `keywords`
* `content_type`
* `content_length` is the original content_length before text extraction (aka file size)
* `language`
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They can be queried using the "dot notation", for example: `my_attachment.author`.
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Add support for multi-fields Now https://github.com/elasticsearch/elasticsearch/pull/6867 is merged in elasticsearch core code (branch 1.x - es 1.4), we can support multi fields in mapper attachment plugin. ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment", "path": "full", "fields": { "file": { "type": "string", "fields": { "store": { "type": "string", "store": true } } }, "content_type": { "type": "string", "fields": { "store": { "type": "string", "store": true }, "untouched": { "type": "string", "index": "not_analyzed", "store": true } } } } } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "fields": [ "file.store", "file.content_type.store" ], "aggs": { "store": { "terms": { "field": "file.content_type.store" } }, "untouched": { "terms": { "field": "file.content_type.untouched" } } } } ``` It gives: ```js { "took": 3, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 1, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 1, "fields": { "file.store": [ "\"God Save the Queen\" (alternatively \"God Save the King\"\n" ], "file.content_type.store": [ "text/plain; charset=ISO-8859-1" ] } } ] }, "aggregations": { "store": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "1", "doc_count": 1 }, { "key": "8859", "doc_count": 1 }, { "key": "charset", "doc_count": 1 }, { "key": "iso", "doc_count": 1 }, { "key": "plain", "doc_count": 1 }, { "key": "text", "doc_count": 1 } ] }, "untouched": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "text/plain; charset=ISO-8859-1", "doc_count": 1 } ] } } } ``` Note that using shorter definition works as well: ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment" } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "query": { "match": { "file": "king" } } } ``` gives: ```js { "took": 53, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 0.095891505, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 0.095891505, "_source": { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } } ] } } ``` Closes #57. (cherry picked from commit 432d7c0)
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Both the meta data and the actual content are simple core type mappers (string, date, ...), thus, they can be controlled
in the mappings. For example:
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```javascript
Add support for multi-fields Now https://github.com/elasticsearch/elasticsearch/pull/6867 is merged in elasticsearch core code (branch 1.x - es 1.4), we can support multi fields in mapper attachment plugin. ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment", "path": "full", "fields": { "file": { "type": "string", "fields": { "store": { "type": "string", "store": true } } }, "content_type": { "type": "string", "fields": { "store": { "type": "string", "store": true }, "untouched": { "type": "string", "index": "not_analyzed", "store": true } } } } } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "fields": [ "file.store", "file.content_type.store" ], "aggs": { "store": { "terms": { "field": "file.content_type.store" } }, "untouched": { "terms": { "field": "file.content_type.untouched" } } } } ``` It gives: ```js { "took": 3, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 1, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 1, "fields": { "file.store": [ "\"God Save the Queen\" (alternatively \"God Save the King\"\n" ], "file.content_type.store": [ "text/plain; charset=ISO-8859-1" ] } } ] }, "aggregations": { "store": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "1", "doc_count": 1 }, { "key": "8859", "doc_count": 1 }, { "key": "charset", "doc_count": 1 }, { "key": "iso", "doc_count": 1 }, { "key": "plain", "doc_count": 1 }, { "key": "text", "doc_count": 1 } ] }, "untouched": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "text/plain; charset=ISO-8859-1", "doc_count": 1 } ] } } } ``` Note that using shorter definition works as well: ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment" } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "query": { "match": { "file": "king" } } } ``` gives: ```js { "took": 53, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 0.095891505, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 0.095891505, "_source": { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } } ] } } ``` Closes #57. (cherry picked from commit 432d7c0)
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PUT /test/person/_mapping
{
"person" : {
"properties" : {
"file" : {
"type" : "attachment",
"fields" : {
"file" : {"index" : "no"},
"title" : {"store" : "yes"},
"date" : {"store" : "yes"},
"author" : {"analyzer" : "myAnalyzer"},
"keywords" : {"store" : "yes"},
"content_type" : {"store" : "yes"},
"content_length" : {"store" : "yes"},
"language" : {"store" : "yes"}
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}
}
}
}
}
```
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Add support for multi-fields Now https://github.com/elasticsearch/elasticsearch/pull/6867 is merged in elasticsearch core code (branch 1.x - es 1.4), we can support multi fields in mapper attachment plugin. ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment", "path": "full", "fields": { "file": { "type": "string", "fields": { "store": { "type": "string", "store": true } } }, "content_type": { "type": "string", "fields": { "store": { "type": "string", "store": true }, "untouched": { "type": "string", "index": "not_analyzed", "store": true } } } } } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "fields": [ "file.store", "file.content_type.store" ], "aggs": { "store": { "terms": { "field": "file.content_type.store" } }, "untouched": { "terms": { "field": "file.content_type.untouched" } } } } ``` It gives: ```js { "took": 3, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 1, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 1, "fields": { "file.store": [ "\"God Save the Queen\" (alternatively \"God Save the King\"\n" ], "file.content_type.store": [ "text/plain; charset=ISO-8859-1" ] } } ] }, "aggregations": { "store": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "1", "doc_count": 1 }, { "key": "8859", "doc_count": 1 }, { "key": "charset", "doc_count": 1 }, { "key": "iso", "doc_count": 1 }, { "key": "plain", "doc_count": 1 }, { "key": "text", "doc_count": 1 } ] }, "untouched": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "text/plain; charset=ISO-8859-1", "doc_count": 1 } ] } } } ``` Note that using shorter definition works as well: ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment" } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "query": { "match": { "file": "king" } } } ``` gives: ```js { "took": 53, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 0.095891505, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 0.095891505, "_source": { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } } ] } } ``` Closes #57. (cherry picked from commit 432d7c0)
2014-07-25 18:03:28 -04:00
In the above example, the actual content indexed is mapped under `fields` name `file`, and we decide not to index it, so
it will only be available in the `_all` field. The other fields map to their respective metadata names, but there is no
need to specify the `type` (like `string` or `date`) since it is already known.
Querying or accessing metadata
------------------------------
If you need to query on metadata fields, use the attachment field name dot the metadata field. For example:
```
DELETE /test
PUT /test
PUT /test/person/_mapping
{
"person": {
"properties": {
"file": {
"type": "attachment",
"path": "full",
"fields": {
"content_type": {
"type": "string",
"store": true
}
}
}
}
}
}
PUT /test/person/1?refresh=true
{
"file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg=="
}
GET /test/person/_search
{
"fields": [ "file.content_type" ],
"query": {
"match": {
"file.content_type": "text plain"
}
}
}
```
Will give you:
```
{
"took": 2,
"timed_out": false,
"_shards": {
"total": 5,
"successful": 5,
"failed": 0
},
"hits": {
"total": 1,
"max_score": 0.16273327,
"hits": [
{
"_index": "test",
"_type": "person",
"_id": "1",
"_score": 0.16273327,
"fields": {
"file.content_type": [
"text/plain; charset=ISO-8859-1"
]
}
}
]
}
}
```
2012-03-04 04:59:22 -05:00
2012-03-07 14:56:48 -05:00
Indexed Characters
------------------
Add support for multi-fields Now https://github.com/elasticsearch/elasticsearch/pull/6867 is merged in elasticsearch core code (branch 1.x - es 1.4), we can support multi fields in mapper attachment plugin. ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment", "path": "full", "fields": { "file": { "type": "string", "fields": { "store": { "type": "string", "store": true } } }, "content_type": { "type": "string", "fields": { "store": { "type": "string", "store": true }, "untouched": { "type": "string", "index": "not_analyzed", "store": true } } } } } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "fields": [ "file.store", "file.content_type.store" ], "aggs": { "store": { "terms": { "field": "file.content_type.store" } }, "untouched": { "terms": { "field": "file.content_type.untouched" } } } } ``` It gives: ```js { "took": 3, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 1, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 1, "fields": { "file.store": [ "\"God Save the Queen\" (alternatively \"God Save the King\"\n" ], "file.content_type.store": [ "text/plain; charset=ISO-8859-1" ] } } ] }, "aggregations": { "store": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "1", "doc_count": 1 }, { "key": "8859", "doc_count": 1 }, { "key": "charset", "doc_count": 1 }, { "key": "iso", "doc_count": 1 }, { "key": "plain", "doc_count": 1 }, { "key": "text", "doc_count": 1 } ] }, "untouched": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "text/plain; charset=ISO-8859-1", "doc_count": 1 } ] } } } ``` Note that using shorter definition works as well: ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment" } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "query": { "match": { "file": "king" } } } ``` gives: ```js { "took": 53, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 0.095891505, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 0.095891505, "_source": { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } } ] } } ``` Closes #57. (cherry picked from commit 432d7c0)
2014-07-25 18:03:28 -04:00
By default, `100000` characters are extracted when indexing the content. This default value can be changed by setting
the `index.mapping.attachment.indexed_chars` setting. It can also be provided on a per document indexed using the
`_indexed_chars` parameter. `-1` can be set to extract all text, but note that all the text needs to be allowed to be
represented in memory:
```
PUT /test/person/1
{
"my_attachment" : {
"_indexed_chars" : -1,
"_content" : "... base64 encoded attachment ..."
}
}
```
2012-03-07 14:56:48 -05:00
Metadata parsing error handling
-------------------------------
While extracting metadata content, errors could happen for example when parsing dates.
Parsing errors are ignored so your document is indexed.
You can disable this feature by setting the `index.mapping.attachment.ignore_errors` setting to `false`.
Language Detection
------------------
By default, language detection is disabled (`false`) as it could come with a cost.
This default value can be changed by setting the `index.mapping.attachment.detect_language` setting.
It can also be provided on a per document indexed using the `_detect_language` parameter.
Note that you can force language using `_language` field when sending your actual document:
```javascript
{
"my_attachment" : {
"_language" : "en",
"_content" : "... base64 encoded attachment ..."
}
}
```
Highlighting attachments
------------------------
Add support for multi-fields Now https://github.com/elasticsearch/elasticsearch/pull/6867 is merged in elasticsearch core code (branch 1.x - es 1.4), we can support multi fields in mapper attachment plugin. ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment", "path": "full", "fields": { "file": { "type": "string", "fields": { "store": { "type": "string", "store": true } } }, "content_type": { "type": "string", "fields": { "store": { "type": "string", "store": true }, "untouched": { "type": "string", "index": "not_analyzed", "store": true } } } } } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "fields": [ "file.store", "file.content_type.store" ], "aggs": { "store": { "terms": { "field": "file.content_type.store" } }, "untouched": { "terms": { "field": "file.content_type.untouched" } } } } ``` It gives: ```js { "took": 3, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 1, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 1, "fields": { "file.store": [ "\"God Save the Queen\" (alternatively \"God Save the King\"\n" ], "file.content_type.store": [ "text/plain; charset=ISO-8859-1" ] } } ] }, "aggregations": { "store": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "1", "doc_count": 1 }, { "key": "8859", "doc_count": 1 }, { "key": "charset", "doc_count": 1 }, { "key": "iso", "doc_count": 1 }, { "key": "plain", "doc_count": 1 }, { "key": "text", "doc_count": 1 } ] }, "untouched": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "text/plain; charset=ISO-8859-1", "doc_count": 1 } ] } } } ``` Note that using shorter definition works as well: ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment" } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "query": { "match": { "file": "king" } } } ``` gives: ```js { "took": 53, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 0.095891505, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 0.095891505, "_source": { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } } ] } } ``` Closes #57. (cherry picked from commit 432d7c0)
2014-07-25 18:03:28 -04:00
If you want to highlight your attachment content, you will need to set `"store": true` and `"term_vector":"with_positions_offsets"`
for your attachment field. Here is a full script which does it:
```
Add support for multi-fields Now https://github.com/elasticsearch/elasticsearch/pull/6867 is merged in elasticsearch core code (branch 1.x - es 1.4), we can support multi fields in mapper attachment plugin. ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment", "path": "full", "fields": { "file": { "type": "string", "fields": { "store": { "type": "string", "store": true } } }, "content_type": { "type": "string", "fields": { "store": { "type": "string", "store": true }, "untouched": { "type": "string", "index": "not_analyzed", "store": true } } } } } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "fields": [ "file.store", "file.content_type.store" ], "aggs": { "store": { "terms": { "field": "file.content_type.store" } }, "untouched": { "terms": { "field": "file.content_type.untouched" } } } } ``` It gives: ```js { "took": 3, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 1, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 1, "fields": { "file.store": [ "\"God Save the Queen\" (alternatively \"God Save the King\"\n" ], "file.content_type.store": [ "text/plain; charset=ISO-8859-1" ] } } ] }, "aggregations": { "store": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "1", "doc_count": 1 }, { "key": "8859", "doc_count": 1 }, { "key": "charset", "doc_count": 1 }, { "key": "iso", "doc_count": 1 }, { "key": "plain", "doc_count": 1 }, { "key": "text", "doc_count": 1 } ] }, "untouched": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "text/plain; charset=ISO-8859-1", "doc_count": 1 } ] } } } ``` Note that using shorter definition works as well: ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment" } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "query": { "match": { "file": "king" } } } ``` gives: ```js { "took": 53, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 0.095891505, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 0.095891505, "_source": { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } } ] } } ``` Closes #57. (cherry picked from commit 432d7c0)
2014-07-25 18:03:28 -04:00
DELETE /test
PUT /test
PUT /test/person/_mapping
{
Add support for multi-fields Now https://github.com/elasticsearch/elasticsearch/pull/6867 is merged in elasticsearch core code (branch 1.x - es 1.4), we can support multi fields in mapper attachment plugin. ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment", "path": "full", "fields": { "file": { "type": "string", "fields": { "store": { "type": "string", "store": true } } }, "content_type": { "type": "string", "fields": { "store": { "type": "string", "store": true }, "untouched": { "type": "string", "index": "not_analyzed", "store": true } } } } } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "fields": [ "file.store", "file.content_type.store" ], "aggs": { "store": { "terms": { "field": "file.content_type.store" } }, "untouched": { "terms": { "field": "file.content_type.untouched" } } } } ``` It gives: ```js { "took": 3, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 1, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 1, "fields": { "file.store": [ "\"God Save the Queen\" (alternatively \"God Save the King\"\n" ], "file.content_type.store": [ "text/plain; charset=ISO-8859-1" ] } } ] }, "aggregations": { "store": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "1", "doc_count": 1 }, { "key": "8859", "doc_count": 1 }, { "key": "charset", "doc_count": 1 }, { "key": "iso", "doc_count": 1 }, { "key": "plain", "doc_count": 1 }, { "key": "text", "doc_count": 1 } ] }, "untouched": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "text/plain; charset=ISO-8859-1", "doc_count": 1 } ] } } } ``` Note that using shorter definition works as well: ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment" } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "query": { "match": { "file": "king" } } } ``` gives: ```js { "took": 53, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 0.095891505, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 0.095891505, "_source": { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } } ] } } ``` Closes #57. (cherry picked from commit 432d7c0)
2014-07-25 18:03:28 -04:00
"person": {
"properties": {
"file": {
"type": "attachment",
"path": "full",
"fields": {
"file": {
"type": "string",
"term_vector":"with_positions_offsets",
"store": true
}
}
Add support for multi-fields Now https://github.com/elasticsearch/elasticsearch/pull/6867 is merged in elasticsearch core code (branch 1.x - es 1.4), we can support multi fields in mapper attachment plugin. ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment", "path": "full", "fields": { "file": { "type": "string", "fields": { "store": { "type": "string", "store": true } } }, "content_type": { "type": "string", "fields": { "store": { "type": "string", "store": true }, "untouched": { "type": "string", "index": "not_analyzed", "store": true } } } } } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "fields": [ "file.store", "file.content_type.store" ], "aggs": { "store": { "terms": { "field": "file.content_type.store" } }, "untouched": { "terms": { "field": "file.content_type.untouched" } } } } ``` It gives: ```js { "took": 3, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 1, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 1, "fields": { "file.store": [ "\"God Save the Queen\" (alternatively \"God Save the King\"\n" ], "file.content_type.store": [ "text/plain; charset=ISO-8859-1" ] } } ] }, "aggregations": { "store": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "1", "doc_count": 1 }, { "key": "8859", "doc_count": 1 }, { "key": "charset", "doc_count": 1 }, { "key": "iso", "doc_count": 1 }, { "key": "plain", "doc_count": 1 }, { "key": "text", "doc_count": 1 } ] }, "untouched": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "text/plain; charset=ISO-8859-1", "doc_count": 1 } ] } } } ``` Note that using shorter definition works as well: ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment" } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "query": { "match": { "file": "king" } } } ``` gives: ```js { "took": 53, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 0.095891505, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 0.095891505, "_source": { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } } ] } } ``` Closes #57. (cherry picked from commit 432d7c0)
2014-07-25 18:03:28 -04:00
}
}
Add support for multi-fields Now https://github.com/elasticsearch/elasticsearch/pull/6867 is merged in elasticsearch core code (branch 1.x - es 1.4), we can support multi fields in mapper attachment plugin. ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment", "path": "full", "fields": { "file": { "type": "string", "fields": { "store": { "type": "string", "store": true } } }, "content_type": { "type": "string", "fields": { "store": { "type": "string", "store": true }, "untouched": { "type": "string", "index": "not_analyzed", "store": true } } } } } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "fields": [ "file.store", "file.content_type.store" ], "aggs": { "store": { "terms": { "field": "file.content_type.store" } }, "untouched": { "terms": { "field": "file.content_type.untouched" } } } } ``` It gives: ```js { "took": 3, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 1, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 1, "fields": { "file.store": [ "\"God Save the Queen\" (alternatively \"God Save the King\"\n" ], "file.content_type.store": [ "text/plain; charset=ISO-8859-1" ] } } ] }, "aggregations": { "store": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "1", "doc_count": 1 }, { "key": "8859", "doc_count": 1 }, { "key": "charset", "doc_count": 1 }, { "key": "iso", "doc_count": 1 }, { "key": "plain", "doc_count": 1 }, { "key": "text", "doc_count": 1 } ] }, "untouched": { "doc_count_error_upper_bound": 0, "buckets": [ { "key": "text/plain; charset=ISO-8859-1", "doc_count": 1 } ] } } } ``` Note that using shorter definition works as well: ``` DELETE /test PUT /test { "settings": { "number_of_shards": 1 } } PUT /test/person/_mapping { "person": { "properties": { "file": { "type": "attachment" } } } } PUT /test/person/1?refresh=true { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } GET /test/person/_search { "query": { "match": { "file": "king" } } } ``` gives: ```js { "took": 53, "timed_out": false, "_shards": { "total": 1, "successful": 1, "failed": 0 }, "hits": { "total": 1, "max_score": 0.095891505, "hits": [ { "_index": "test", "_type": "person", "_id": "1", "_score": 0.095891505, "_source": { "file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg==" } } ] } } ``` Closes #57. (cherry picked from commit 432d7c0)
2014-07-25 18:03:28 -04:00
}
}
PUT /test/person/1?refresh=true
{
"file": "IkdvZCBTYXZlIHRoZSBRdWVlbiIgKGFsdGVybmF0aXZlbHkgIkdvZCBTYXZlIHRoZSBLaW5nIg=="
}
GET /test/person/_search
{
"fields": [],
"query": {
"match": {
"file": "king queen"
}
},
"highlight": {
"fields": {
"file": {
}
}
}
}
```
It gives back:
```js
{
"took": 9,
"timed_out": false,
"_shards": {
"total": 1,
"successful": 1,
"failed": 0
},
"hits": {
"total": 1,
"max_score": 0.13561106,
"hits": [
{
"_index": "test",
"_type": "person",
"_id": "1",
"_score": 0.13561106,
"highlight": {
"file": [
"\"God Save the <em>Queen</em>\" (alternatively \"God Save the <em>King</em>\"\n"
]
}
}
]
}
}
```
2012-06-10 16:14:18 -04:00
License
-------
This software is licensed under the Apache 2 license, quoted below.
2014-01-13 16:31:14 -05:00
Copyright 2009-2014 Elasticsearch <http://www.elasticsearch.org>
2012-06-10 16:14:18 -04:00
Licensed under the Apache License, Version 2.0 (the "License"); you may not
use this file except in compliance with the License. You may obtain a copy of
the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
License for the specific language governing permissions and limitations under
the License.