What are the advantages of memory-mapped files?

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北恋
北恋 2020-11-27 10:45

I\'ve been researching memory mapped files for a project and would appreciate any thoughts from people who have either used them before, or decided against using them, and w

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  • 2020-11-27 11:04

    I have used a memory mapped file to implement an 'auto complete' feature while the user is typing. I have well over 1 million product part numbers stored in a single index file. The file has some typical header information but the bulk of the file is a giant array of fixed size records sorted on the key field.

    At runtime the file is memory mapped, cast to a C-style struct array, and we do a binary search to find matching part numbers as the user types. Only a few memory pages of the file are actually read from disk -- whichever pages are hit during the binary search.

    • Concurrency - I had an implementation problem where it would sometimes memory map the file multiple times in the same process space. This was a problem as I recall because sometimes the system couldn't find a large enough free block of virtual memory to map the file to. The solution was to only map the file once and thunk all calls to it. In retrospect using a full blown Windows service would of been cool.
    • Random Access - The binary search is certainly random access and lightning fast
    • Performance - The lookup is extremely fast. As users type a popup window displays a list of matching product part numbers, the list shrinks as they continue to type. There is no noticeable lag while typing.
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  • 2020-11-27 11:08

    I think the advantage is really that you reduce the amount of data copying required over traditional methods of reading a file.

    If your application can use the data "in place" in a memory-mapped file, it can come in without being copied; if you use a system call (e.g. Linux's pread() ) then that typically involves the kernel copying the data from its own buffers into user space. This extra copying not only takes time, but decreases the effectiveness of the CPU's caches by accessing this extra copy of the data.

    If the data actually have to be read from the disc (as in physical I/O), then the OS still has to read them in, a page fault probably isn't any better performance-wise than a system call, but if they don't (i.e. already in the OS cache), performance should in theory be much better.

    On the downside, there's no asynchronous interface to memory-mapped files - if you attempt to access a page which isn't mapped in, it generates a page fault then makes the thread wait for the I/O.


    The obvious disadvantage to memory mapped files is on a 32-bit OS - you can easily run out of address space.

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  • 2020-11-27 11:22

    Memory mapped files can be used to either replace read/write access, or to support concurrent sharing. When you use them for one mechanism, you get the other as well.

    Rather than lseeking and writing and reading around in a file, you map it into memory and simply access the bits where you expect them to be.

    This can be very handy, and depending on the virtual memory interface can improve performance. The performance improvement can occur because the operating system now gets to manage this former "file I/O" along with all your other programmatic memory access, and can (in theory) leverage the paging algorithms and so forth that it is already using to support virtual memory for the rest of your program. It does, however, depend on the quality of your underlying virtual memory system. Anecdotes I have heard say that the Solaris and *BSD virtual memory systems may show better performance improvements than the VM system of Linux--but I have no empirical data to back this up. YMMV.

    Concurrency comes into the picture when you consider the possibility of multiple processes using the same "file" through mapped memory. In the read/write model, if two processes wrote to the same area of the file, you could be pretty much assured that one of the process's data would arrive in the file, overwriting the other process' data. You'd get one, or the other--but not some weird intermingling. I have to admit I am not sure whether this is behavior mandated by any standard, but it is something you could pretty much rely on. (It's actually agood followup question!)

    In the mapped world, in contrast, imagine two processes both "writing". They do so by doing "memory stores", which result in the O/S paging the data out to disk--eventually. But in the meantime, overlapping writes can be expected to occur.

    Here's an example. Say I have two processes both writing 8 bytes at offset 1024. Process 1 is writing '11111111' and process 2 is writing '22222222'. If they use file I/O, then you can imagine, deep down in the O/S, there is a buffer full of 1s, and a buffer full of 2s, both headed to the same place on disk. One of them is going to get there first, and the other one second. In this case, the second one wins. However, if I am using the memory-mapped file approach, process 1 is going to go a memory store of 4 bytes, followed by another memory store of 4 bytes (let's assume that't the maximum memory store size). Process 2 will be doing the same thing. Based on when the processes run, you can expect to see any of the following:

    11111111
    22222222
    11112222
    22221111
    

    The solution to this is to use explicit mutual exclusion--which is probably a good idea in any event. You were sort of relying on the O/S to do "the right thing" in the read/write file I/O case, anyway.

    The classing mutual exclusion primitive is the mutex. For memory mapped files, I'd suggest you look at a memory-mapped mutex, available using (e.g.) pthread_mutex_init().

    Edit with one gotcha: When you are using mapped files, there is a temptation to embed pointers to the data in the file, in the file itself (think linked list stored in the mapped file). You don't want to do that, as the file may be mapped at different absolute addresses at different times, or in different processes. Instead, use offsets within the mapped file.

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  • 2020-11-27 11:27

    Concurrency would be an issue. Random access is easier Performance is good to great. Ease of use. Not as good. Portability - not so hot.

    I've used them on a Sun system a long time ago, and those are my thoughts.

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