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===========
Text Search
===========
After MongoDB 2.4 version, supports search documents by text indexes.
Defining a Document with text index
===================================
Use the *$* prefix to set a text index, Look the declaration::
class News(Document):
title = StringField()
content = StringField()
is_active = BooleanField()
meta = {'indexes': [
{'fields': ['$title', "$content"],
'default_language': 'english',
'weights': {'title': 10, 'content': 2}
}
]}
Querying
========
Saving a document::
News(title="Using mongodb text search",
content="Testing text search").save()
News(title="MongoEngine 0.9 released",
content="Various improvements").save()
Next, start a text search using :attr:`QuerySet.search_text` method::
document = News.objects.search_text('testing').first()
document.title # may be: "Using mongodb text search"
document = News.objects.search_text('released').first()
document.title # may be: "MongoEngine 0.9 released"
Ordering by text score
======================
::
objects = News.objects.search_text('mongo').order_by('$text_score')
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