Documentation api and reference cleanups
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@@ -7,7 +7,7 @@ GridFS
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Writing
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-------
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GridFS support comes in the form of the :class:`~mongoengine.FileField` field
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GridFS support comes in the form of the :class:`~mongoengine.fields.FileField` field
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object. This field acts as a file-like object and provides a couple of
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different ways of inserting and retrieving data. Arbitrary metadata such as
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content type can also be stored alongside the files. In the following example,
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@@ -27,7 +27,7 @@ a document is created to store details about animals, including a photo::
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Retrieval
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---------
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So using the :class:`~mongoengine.FileField` is just like using any other
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So using the :class:`~mongoengine.fields.FileField` is just like using any other
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field. The file can also be retrieved just as easily::
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marmot = Animal.objects(genus='Marmota').first()
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@@ -37,7 +37,7 @@ field. The file can also be retrieved just as easily::
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Streaming
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---------
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Streaming data into a :class:`~mongoengine.FileField` is achieved in a
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Streaming data into a :class:`~mongoengine.fields.FileField` is achieved in a
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slightly different manner. First, a new file must be created by calling the
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:func:`new_file` method. Data can then be written using :func:`write`::
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