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GridFS¶
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GridFS is a specification for storing and retrieving files that exceed the BSON-document size limit of 16 MB.
Instead of storing a file in a single document, GridFS divides the file into parts, or chunks [1], and stores each chunk as a separate document. By default, GridFS uses a chunk size of 255 kB; that is, GridFS divides a file into chunks of 255 kB with the exception of the last chunk. The last chunk is only as large as necessary. Similarly, files that are no larger than the chunk size only have a final chunk, using only as much space as needed plus some additional metadata.
GridFS uses two collections to store files. One collection stores the file chunks, and the other stores file metadata. The section GridFS Collections describes each collection in detail.
When you query GridFS for a file, the driver will reassemble the chunks as needed. You can perform range queries on files stored through GridFS. You can also access information from arbitrary sections of files, such as to “skip” to the middle of a video or audio file.
GridFS is useful not only for storing files that exceed 16 MB but also for storing any files for which you want access without having to load the entire file into memory. See also When to Use GridFS.
Changed in version 2.4.10: The default chunk size changed from 256 kB to 255 kB.
When to Use GridFS¶
In MongoDB, use GridFS for storing files larger than 16 MB.
In some situations, storing large files may be more efficient in a MongoDB database than on a system-level filesystem.
- If your filesystem limits the number of files in a directory, you can use GridFS to store as many files as needed.
- When you want to access information from portions of large files without having to load whole files into memory, you can use GridFS to recall sections of files without reading the entire file into memory.
- When you want to keep your files and metadata automatically synced
and deployed across a number of systems and facilities, you can use
GridFS. When using geographically distributed replica sets, MongoDB can distribute
files and their metadata automatically to a number of
mongod
instances and facilities.
Do not use GridFS if you need to update the content of the entire file atomically. As an alternative you can store multiple versions of each file and specify the current version of the file in the metadata. You can update the metadata field that indicates “latest” status in an atomic update after uploading the new version of the file, and later remove previous versions if needed.
Furthermore, if your files are all smaller the 16 MB BSON
Document Size
limit, consider storing the file manually within a
single document instead of using GridFS. You may use the BinData data
type to store the binary data. See your drivers documentation for details on using BinData.
Use GridFS¶
To store and retrieve files using GridFS, use either of the following:
- A MongoDB driver. See the drivers documentation for information on using GridFS with your driver.
- The
mongofiles
command-line tool. See themongofiles
reference for documentation.
GridFS Collections¶
GridFS stores files in two collections:
chunks
stores the binary chunks. For details, see The chunks Collection.files
stores the file’s metadata. For details, see The files Collection.
GridFS places the collections in a common bucket by prefixing each
with the bucket name. By default, GridFS uses two collections with
a bucket named fs
:
fs.files
fs.chunks
You can choose a different bucket name, as well as create multiple
buckets in a single database. The full collection name, which includes
the bucket name, is subject to the namespace length limit
.
The chunks
Collection¶
Each document in the chunks
[1] collection
represents a distinct chunk of a file as represented in GridFS.
Documents in this collection have the following form:
{
"_id" : <ObjectId>,
"files_id" : <ObjectId>,
"n" : <num>,
"data" : <binary>
}
A document from the chunks
collection contains the following fields:
-
chunks.
files_id
¶ The
_id
of the “parent” document, as specified in thefiles
collection.
-
chunks.
n
¶ The sequence number of the chunk. GridFS numbers all chunks, starting with 0.
The files
Collection¶
Each document in the files
collection represents a file in
GridFS.
{
"_id" : <ObjectId>,
"length" : <num>,
"chunkSize" : <num>,
"uploadDate" : <timestamp>,
"md5" : <hash>,
"filename" : <string>,
"contentType" : <string>,
"aliases" : <string array>,
"metadata" : <any>,
}
Documents in the files
collection contain some or all of the
following fields:
-
files.
_id
¶ The unique identifier for this document. The
_id
is of the data type you chose for the original document. The default type for MongoDB documents is BSON ObjectId.
-
files.
length
¶ The size of the document in bytes.
-
files.
chunkSize
¶ The size of each chunk in bytes. GridFS divides the document into chunks of size
chunkSize
, except for the last, which is only as large as needed. The default size is 255 kilobytes (kB).Changed in version 2.4.10: The default chunk size changed from 256 kB to 255 kB.
-
files.
uploadDate
¶ The date the document was first stored by GridFS. This value has the
Date
type.
-
files.
md5
¶ An MD5 hash of the complete file returned by the filemd5 command. This value has the
String
type.
-
files.
filename
¶ Optional. A human-readable name for the GridFS file.
-
files.
contentType
¶ Optional. A valid MIME type for the GridFS file.
-
files.
aliases
¶ Optional. An array of alias strings.
-
files.
metadata
¶ Optional. The metadata field may be of any data type and can hold any additional information you want to store. If you wish to add additional arbitrary fields to documents in the
files
collection, add them to an object in the metadata field.
GridFS Indexes¶
GridFS uses indexes on each of the chunks
and files
collections
for efficiency. Drivers that conform to
the GridFS specification automatically create these indexes for
convenience. You can also create any additional indexes as desired to
suit your application’s needs.
The chunks
Index¶
GridFS uses a unique, compound index on the chunks
collection using the
files_id
and n
fields. This allows for efficient retrieval of
chunks, as demonstrated in the following example:
db.fs.chunks.find( { files_id: myFileID } ).sort( { n: 1 } )
Drivers that conform to the GridFS specification will automatically ensure that this index exists before read and write operations. See the relevant driver documentation for the specific behavior of your GridFS application.
If this index does not exist, you can issue the following operation to
create it using the mongo
shell:
db.fs.chunks.createIndex( { files_id: 1, n: 1 }, { unique: true } );
The files
Index¶
GridFS uses an index on the files
collection using
the filename
and uploadDate
fields. This index allows for
efficient retrieval of files, as shown in this example:
db.fs.files.find( { filename: myFileName } ).sort( { uploadDate: 1 } )
Drivers that conform to the GridFS specification will automatically ensure that this index exists before read and write operations. See the relevant driver documentation for the specific behavior of your GridFS application.
If this index does not exist, you can issue the following operation to
create it using the mongo
shell:
db.fs.files.createIndex( { filename: 1, uploadDate: 1 } );
[1] | (1, 2) The use of the term chunks in the context of GridFS is not related to the use of the term chunks in the context of sharding. |
Sharding GridFS¶
There are two collections to consider with gridfs - files
and
chunks
.
If you need to shard a GridFS data store, use the chunks
collection
setting { files_id : 1, n : 1 }
or { files_id : 1 }
as the shard key
index.
files_id
is an objectid and changes
monotonically.
You cannot use Hashed Sharding when sharding the chunks
collection.
The files
collection is small and only contains metadata. None of the
required keys for GridFS lend themselves to an even distribution in a
sharded environment. If you must shard the files
collection, use the
_id
field, possibly in combination with an application field.
Leaving files
unsharded allows all the file metadata documents to live
on the primary shard.