Dynamic field types are field types that act as proxies to other field
types. The choice of the field type to use is done on a per document basis
and is dependent of the values of the document's fields.
The use case that led us to this feature is the indexation of documents in
different languages. We use a specific analyzer for each language but want
to index semantic information that is not specific to the language.
For example, we would add in the index the semantic tag {co:Paris} for the
expressions "Paris", "capital city of France", "the city of lights" in
English and "Paris", "capitale de la France", "la ville lumière" in French.
This allows us to provide advanced functionalities such as semantic and
cross-lingual search.
To do so in SOLR, we chose to index texts written in different languages in
the same field, while analyzing them with different analyzers. Hence the
proposition of a new feature that respond to this need: Dynamic Field Types.
The idea of this new field type is to act as a proxy to other field types.
Depending of the values of some fields of the document to index, it chooses
the correct field type to use. In our situation, we use it to choose the
correct language dependent field type based on the value of the field named
"language". It is configured with a config similar to the following:
<fieldtype name="french_ft" ...>
...
</fieldtype>
<fieldtype name="english_ft" ...>
...
</fieldtype>
<dynamicFieldType name="multilanguage">
<fieldtypes>
<fieldtype condition="language:fr"
name="french_ft"/>
<fieldtype condition="language:en"
name="english_ft"/>
<fieldtype condition="*:*" name="english_ft"/>
</fieldtypes>
</dynamicFieldType>
The last condition is used as a catch-all if preceding conditions are not
met.
What do you think of this feature?
Best regards,
Nicolas Dessaigne
