I have millions of audio files, generated based on GUId (http://en.wikipedia.org/wiki/Globally_Unique_Identifier). How can I store these files in the file-syste
Construct n level deep folder hierarchy to store your files. The names of the nested folders will the first n bytes of the corresponding file name. For example: For storing a file "63f4c070-0ab2-102d-adcb-0015f22e2e5c" in a four level deep folder hierarchy, construct 6/3/f/4 and place this file in this hierarchy. The depth of the hierarchy depends on the maximum number of files you can have in your system. For a few million files in my project 4 level deep hierarchy works well.
I also did the same thing in my project having nearly 1 million files. My requirement was also to process the files by traversing this huge list. I constructed a 4 level deep folder hierarchy and the processing time reduced from nearly 10 minutes to a few seconds.
An add on to this optimization can be that, if you want to process all the files present in these deep folder hierarchies, then instead of calling a function to fetch the list for the first 4 levels just precompute all the possible 4 level deep folder hierarchy names. Suppose the guid can have 16 possible characters then we will have 16 folders each at the first four levels, we can just precompute the 16*16*16*16 folder hierarchies which takes just a few ms. This save a lot of time if these large number of files are stored at a shared location and calling a function to fetch the list in a directory takes nearly a second.
Sorting the audio files into separate subdirectories may slower if dir_index
is used on the ext3 volume. (dir_index: "Use hashed b-trees to speed up lookups in large directories.")
This command will set the dir_index feature: tune2fs -O dir_index /dev/sda1
That's very easy - build a folder tree based on GUID values parts.
For example, make 256 folders each named after the first byte and only store there files that have a GUID starting with this byte. If that's still too many files in one folder - do the same in each folder for the second byte of the GUID. Add more levels if needed. Search for a file will be very fast.
By selecting the number of bytes you use for each level you can effectively choose the tree structure for your scenario.
I would try and keep the # of files in each directory to some manageable number. The easiest way to do this is name the subdirectory after the first 2-3 characters of the GUID.