Related
There are lots of method to allocate memory in Windows environment, such as VirtualAlloc, HeapAlloc, malloc, new.
Thus, what's the difference among them?
Each API is for different uses. Each one also requires that you use the correct deallocation/freeing function when you're done with the memory.
VirtualAlloc
A low-level, Windows API that provides lots of options, but is mainly useful for people in fairly specific situations. Can only allocate memory in (edit: not 4KB) larger chunks. There are situations where you need it, but you'll know when you're in one of these situations. One of the most common is if you have to share memory directly with another process. Don't use it for general-purpose memory allocation. Use VirtualFree to deallocate.
HeapAlloc
Allocates whatever size of memory you ask for, not in big chunks than VirtualAlloc. HeapAlloc knows when it needs to call VirtualAlloc and does so for you automatically. Like malloc, but is Windows-only, and provides a couple more options. Suitable for allocating general chunks of memory. Some Windows APIs may require that you use this to allocate memory that you pass to them, or use its companion HeapFree to free memory that they return to you.
malloc
The C way of allocating memory. Prefer this if you are writing in C rather than C++, and you want your code to work on e.g. Unix computers too, or someone specifically says that you need to use it. Doesn't initialise the memory. Suitable for allocating general chunks of memory, like HeapAlloc. A simple API. Use free to deallocate. Visual C++'s malloc calls HeapAlloc.
new
The C++ way of allocating memory. Prefer this if you are writing in C++. It puts an object or objects into the allocated memory, too. Use delete to deallocate (or delete[] for arrays). Visual studio's new calls HeapAlloc, and then maybe initialises the objects, depending on how you call it.
In recent C++ standards (C++11 and above), if you have to manually use delete, you're doing it wrong and should use a smart pointer like unique_ptr instead. From C++14 onwards, the same can be said of new (replaced with functions such as make_unique()).
There are also a couple of other similar functions like SysAllocString that you may be told you have to use in specific circumstances.
It is very important to understand the distinction between memory allocation APIs (in Windows) if you plan on using a language that requires memory management (like C or C++.) And the best way to illustrate it IMHO is with a diagram:
Note that this is a very simplified, Windows-specific view.
The way to understand this diagram is that the higher on the diagram a memory allocation method is, the higher level implementation it uses. But let's start from the bottom.
Kernel-Mode Memory Manager
It provides all memory reservations & allocations for the operating system, as well as support for memory-mapped files, shared memory, copy-on-write operations, etc. It's not directly accessible from the user-mode code, so I'll skip it here.
VirtualAlloc / VirtualFree
These are the lowest level APIs available from the user mode. The VirtualAlloc function basically invokes ZwAllocateVirtualMemory that in turn does a quick syscall to ring0 to relegate further processing to the kernel memory manager. It is also the fastest method to reserve/allocate block of new memory from all available in the user mode.
But it comes with two main conditions:
It only allocates memory blocks aligned on the system granularity boundary.
It only allocates memory blocks of the size that is the multiple of the system granularity.
So what is this system granularity? You can get it by calling GetSystemInfo. It is returned as the dwAllocationGranularity parameter. Its value is implementation (and possibly hardware) specific, but on many 64-bit Windows systems it is set at 0x10000 bytes, or 64K.
So what all this means, is that if you try to allocate, say just an 8 byte memory block with VirtualAlloc:
void* pAddress = VirtualAlloc(NULL, 8, MEM_COMMIT | MEM_RESERVE, PAGE_READWRITE);
If successful, pAddress will be aligned on the 0x10000 byte boundary. And even though you requested only 8 bytes, the actual memory block that you will get will be the entire page (or, something like 4K bytes. The exact page size is returned in the dwPageSize parameter.) But, on top of that, the entire memory block spanning 0x10000 bytes (or 64K in most cases) from pAddress will not be available for any further allocations. So in a sense, by allocating 8 bytes you could as well be asking for 65536.
So the moral of the story here is not to substitute VirtualAlloc for generic memory allocations in your application. It must be used for very specific cases, as is done with the heap below. (Usually for reserving/allocating large blocks of memory.)
Using VirtualAlloc incorrectly can lead to severe memory fragmentation.
HeapCreate / HeapAlloc / HeapFree / HeapDestroy
In a nutshell, the heap functions are basically a wrapper for VirtualAlloc function. Other answers here provide a pretty good concept of it. I'll add that, in a very simplistic view, the way heap works is this:
HeapCreate reserves a large block of virtual memory by calling VirtualAlloc internally (or ZwAllocateVirtualMemory to be specific). It also sets up an internal data structure that can track further smaller size allocations within the reserved block of virtual memory.
Any calls to HeapAlloc and HeapFree do not actually allocate/free any new memory (unless, of course the request exceeds what has been already reserved in HeapCreate) but instead they meter out (or commit) a previously reserved large chunk, by dissecting it into smaller memory blocks that a user requests.
HeapDestroy in turn calls VirtualFree that actually frees the virtual memory.
So all this makes heap functions perfect candidates for generic memory allocations in your application. It is great for arbitrary size memory allocations. But a small price to pay for the convenience of the heap functions is that they introduce a slight overhead over VirtualAlloc when reserving larger blocks of memory.
Another good thing about heap is that you don't really need to create one. It is generally created for you when your process starts. So one can access it by calling GetProcessHeap function.
malloc / free
Is a language-specific wrapper for the heap functions. Unlike HeapAlloc, HeapFree, etc. these functions will work not only if your code is compiled for Windows, but also for other operating systems (such as Linux, etc.)
This is a recommended way to allocate/free memory if you program in C. (Unless, you're coding a specific kernel mode device driver.)
new / delete
Come as a high level (well, for C++) memory management operators. They are specific for the C++ language, and like malloc for C, are also the wrappers for the heap functions. They also have a whole bunch of their own code that deals C++-specific initialization of constructors, deallocation in destructors, raising an exception, etc.
These functions are a recommended way to allocate/free memory and objects if you program in C++.
Lastly, one comment I want to make about what has been said in other responses about using VirtualAlloc to share memory between processes. VirtualAlloc by itself does not allow sharing of its reserved/allocated memory with other processes. For that one needs to use CreateFileMapping API that can create a named virtual memory block that can be shared with other processes. It can also map a file on disk into virtual memory for read/write access. But that is another topic.
VirtualAlloc is a specialized allocation of the OS virtual memory (VM) system. Allocations in the VM system must be made at an allocation granularity which (the allocation granularity) is architecture dependent. Allocation in the VM system is one of the most basic forms of memory allocation. VM allocations can take several forms, memory is not necessarily dedicated or physically backed in RAM (though it can be). VM allocation is typically a special purpose type of allocation, either because of the allocation has to
be very large,
needs to be shared,
must be aligned on a particular value (performance reasons) or
the caller need not use all of this memory at once...
etc...
HeapAlloc is essentially what malloc and new both eventually call. It is designed to be very fast and usable under many different types of scenarios of a general purpose allocation. It is the "Heap" in a classic sense. Heaps are actually setup by a VirtualAlloc, which is what is used to initially reserve allocation space from the OS. After the space is initialized by VirtualAlloc, various tables, lists and other data structures are configured to maintain and control the operation of the HEAP. Some of that operation is in the form of dynamically sizing (growing and shrinking) the heap, adapting the heap to particular usages (frequent allocations of some size), etc..
new and malloc are somewhat the same, malloc is essentially an exact call into HeapAlloc( heap-id-default ); new however, can [additionally] configure the allocated memory for C++ objects. For a given object, C++ will store vtables on the heap for each caller. These vtables are redirects for execution and form part of what gives C++ it's OO characteristics like inheritance, function overloading, etc...
Some other common allocation methods like _alloca() and _malloca() are stack based; FileMappings are really allocated with VirtualAlloc and set with particular bit flags which designate those mappings to be of type FILE.
Most of the time, you should allocate memory in a way which is consistent with the use of that memory ;). new in C++, malloc for C, VirtualAlloc for massive or IPC cases.
*** Note, large memory allocations done by HeapAlloc are actually shipped off to VirtualAlloc after some size (couple hundred k or 16 MB or something I forget, but fairly big :) ).
*** EDIT
I briefly remarked about IPC and VirtualAlloc, there is also something very neat about a related VirtualAlloc which none of the responders to this question have discussed.
VirtualAllocEx is what one process can use to allocate memory in an address space of a different process. Most typically, this is used in combination to get remote execution in the context of another process via CreateRemoteThread (similar to CreateThread, the thread is just run in the other process).
In outline:
VirtualAlloc, HeapAlloc etc. are Windows APIs that allocate memory of various types from the OS directly. VirtualAlloc manages pages in the Windows virtual memory system, while HeapAlloc allocates from a specific OS heap. Frankly, you are unlikely to ever need to use eiither of them.
malloc is a Standard C (and C++) library function that allocates memory to your process. Implementations of malloc will typically use one of the OS APIs to create a pool of memory when your app starts and then allocate from it as you make malloc requests
new is a Standard C++ operator which allocates memory and then calls constructors appropriately on that memory. It may be implemented in terms of malloc or in terms of the OS APIs, in which case it too will typically create a memory pool on application startup.
VirtualAlloc ===> sbrk() under UNIX
HeapAlloc ====> malloc() under UNIX
VirtualAlloc => Allocates straight into virtual memory, you reserve/commit in blocks. This is great for large allocations, for example large arrays.
HeapAlloc / new => allocates the memory on the default heap (or any other heap that you may create). This allocates per object and is great for smaller objects. The default heap is serializable therefore it has guarantee thread allocation (this can cause some issues on high performance scenarios and that's why you can create your own heaps).
malloc => uses the C runtime heap, similar to HeapAlloc but it is common for compatibility scenarios.
In a nutshell, the heap is just a chunk of virtual memory that is governed by a heap manager (rather than raw virtual memory)
The last model on the memory world is memory mapped files, this scenario is great for large chunk of data (like large files). This is used internally when you open an EXE (it does not load the EXE in memory, just creates a memory mapped file).
sorry for my rather general question, but I could not find a definite answer to it:
Given that I have free swap memory left and I allocate memory in reasonable chunks (~1MB) -> can memory allocation still fail for any reason?
The smartass answer would be "yes, memory allocation can fail for any reason". That may not be what you are looking for.
Generally, whether your system has free memory left is not related to whether allocations succeed. Rather, the question is whether your process address space has free virtual address space.
The allocator (malloc, operator new, ...) first looks if there is free address space in the current process that is already mapped, that is, the kernel is aware that the addresses should be usable. If there is, that address space is reserved in the allocator and returned.
Otherwise, the kernel is asked to map new address space to the process. This may fail, but generally doesn't, as mapping does not imply using physical memory yet -- it is just a promise that, should someone try to access this address, the kernel will try to find physical memory and set up the MMU tables so the virtual->physical translation finds it.
When the system is out of memory, there is no physical memory left, the process is suspended and the kernel attempts to free physical memory by moving other processes' memory to disk. The application does not notice this, except that executing a single assembler instruction apparently took a long time.
Memory allocations in the process fail if there is no mapped free region large enough and the kernel refuses to establish a mapping. For example, not all virtual addresses are useable, as most operating systems map the kernel at some address (typically, 0x80000000, 0xc0000000, 0xe0000000 or something such on 32 bit architectures), so there is a per-process limit that may be lower than the system limit (for example, a 32 bit process on Windows can only allocate 2 GB, even if the system is 64 bit). File mappings (such as the program itself and DLLs) further reduce the available space.
A very general and theoretical answer would be no, it can not. One of the reasons it could possibly under very peculiar circumstances fail is that there would be some weird fragmentation of your available / allocatable memory. I wonder whether you're trying get (probably very minor) performance boost (skipping if pointer == NULL - kind of thing) or you're just wondering and want to discuss it, in which case you should probably use chat.
Yes, memory allocation often fails when you run out of memory space in a 32-bit application (can be 2, 3 or 4 GB depending on OS version and settings). This would be due to a memory leak. It can also fail if your OS runs out of space in your swap file.
I'm using VMMap from SysInternals to look at memory allocated by my Win32 C++ process on WinXP, and I see a bunch of allocations where portions of the allocated memory are reserved but not committed. As far as I can tell, from my reading and testing, all of the common memory allocators (e.g., malloc, new, LocalAlloc, GlobalAlloc) used in a C++ program always allocate fully committed blocks of memory.
Heaps are a common example of code that reserves memory but doesn't commit it until needed. I suspect that some of these blocks are Windows/CRT heaps, but there appears to be more of these types of blocks than I would expect for heaps. I see on the order of 30 of these blocks in my process, between 64k and 8MB in size, and I know that my code never intentionally calls VirtualAlloc to allocate reserved, uncommitted memory.
Here are a couple of examples from VMMap: http://www.flickr.com/photos/95123032#N00/5280550393/
What else would allocate such blocks of memory, where much of it is reserved but not committed? Would it make sense that my process has 30 heaps? Thanks.
I figured it out - it's the CRT heap that gets allocated by calls to malloc. If you allocate a large chunk of memory (e.g., 2 MB) using malloc, it allocates a single committed block of memory. But if you allocate smaller chunks (say 177kb), then it will reserve a 1 MB chunk of memory, but only commit approximately what you asked for (e.g., 184kb for my 177kb request).
When you free that small chunk, that larger 1 MB chunk is not returned to the OS. Everything but 4k is uncommitted, but the full 1 MB is still reserved. If you then call malloc again, it will attempt to use that 1 MB chunk to satisfy your request. If it can't satisfy your request with the memory that it's already reserved, it will allocate a new chunk of memory that's twice the previous allocation (in my case it went from 1 MB to 2 MB). I'm not sure if this pattern of doubling continues or not.
To actually return your freed memory to the OS, you can call _heapmin. I would think that this would make a future large allocation more likely to succeed, but it would all depend on memory fragmentation, and perhaps heapmin already gets called if an allocation fails (?), I'm not sure. There would also be a performance hit since heapmin would release the memory (taking time) and malloc would then need to re-allocate it from the OS when needed again. This information is for Windows/32 XP, your mileage may vary.
UPDATE: In my testing, heapmin did absolutely nothing. And the malloc heap is only used for blocks that are less than 512kb. Even if there are MBs of contiguous free space in the malloc heap, it will not use it for requests over 512kb. In my case, this freed, unused, yet reserved malloc memory chewed up huge parts of my process' 2GB address space, eventually leading to memory allocation failures. And since heapmin doesn't return the memory to the OS, I haven't found any solution to this problem, other than restarting my process or writing my own memory manager.
Whenever a thread is created in your application a certain (configurable) amount of memory will be reserved in the address space for the call stack of the thread. There's no need to commit all the reserved memory unless your thread is actually going to need all of that memory. So only a portion needs to be committed.
If more than the committed amount of memory is required, it will be possible to obtain more system memory.
The practical consideration is that the reserved memory is a hard limit on the stack size that reduces address space available to the application. However, by only committing a portion of the reserve, we don't have to consume the same amount of memory from the system until needed.
Therefore it is possible for each thread to have a portion of reserved uncommitted memory. I'm unsure what the page type will be in those cases.
Could they be the DLLs loaded into your process? DLLs (and the executable) are memory mapped into the process address space. I believe this initially just reserves space. The space is backed by the files themselves (at least initially) rather than the pagefile.
Only the code that's actually touched gets paged in. If I understand the terminology correctly, that's when it's committed.
You could confirm this by running your application in a debugger and looking at the modules that are loaded and comparing their locations and sizes to what you see in VMMap.
Here's my question: Does calling free or delete ever release memory back to the "system". By system I mean, does it ever reduce the data segment of the process?
Let's consider the memory allocator on Linux, i.e ptmalloc.
From what I know (please correct me if I am wrong), ptmalloc maintains a free list of memory blocks and when a request for memory allocation comes, it tries to allocate a memory block from this free list (I know, the allocator is much more complex than that but I am just putting it in simple words). If, however, it fails, it gets the memory from the system using say sbrk or brk system calls. When a memory is free'd, that block is placed in the free list.
Now consider this scenario, on peak load, a lot of objects have been allocated on heap. Now when the load decreases, the objects are free'd. So my question is: Once the object is free'd will the allocator do some calculations to find whether it should just keep this object in the free list or depending upon the current size of the free list it may decide to give that memory back to the system i.e decrease the data segment of the process using sbrk or brk?
Documentation of glibc tells me that if the allocation request is much larger than page size, it will be allocated using mmap and will be directly released back to the system once free'd. Cool. But let's say I never ask for allocation of size greater than say 50 bytes and I ask a lot of such 50 byte objects on peak load on the system. Then what?
From what I know (correct me please), a memory allocated with malloc will never be released back to the system ever until the process ends i.e. the allocator will simply keep it in the free list if I free it. But the question that is troubling me is then, if I use a tool to see the memory usage of my process (I am using pmap on Linux, what do you guys use?), it should always show the memory used at peak load (as the memory is never given back to the system, except when allocated using mmap)? That is memory used by the process should never ever decrease(except the stack memory)? Is it?
I know I am missing something, so please shed some light on all this.
Experts, please clear my concepts regarding this. I will be grateful. I hope I was able to explain my question.
There isn't much overhead for malloc, so you are unlikely to achieve any run-time savings. There is, however, a good reason to implement an allocator on top of malloc, and that is to be able to trace memory leaks. For example, you can free all memory allocated by the program when it exits, and then check to see if your memory allocator calls balance (i.e. same number of calls to allocate/deallocate).
For your specific implementation, there is no reason to free() since the malloc won't release to system memory and so it will only release memory back to your own allocator.
Another reason for using a custom allocator is that you may be allocating many objects of the same size (i.e you have some data structure that you are allocating a lot). You may want to maintain a separate free list for this type of object, and free/allocate only from this special list. The advantage of this is that it will avoid memory fragmentation.
No.
It's actually a bad strategy for a number of reasons, so it doesn't happen --except-- as you note, there can be an exception for large allocations that can be directly made in pages.
It increases internal fragmentation and therefore can actually waste memory. (You can only return aligned pages to the OS, so pulling aligned pages out of a block will usually create two guaranteed-to-be-small blocks --smaller than a page, anyway-- to either side of the block. If this happens a lot you end up with the same total amount of usefully-allocated memory plus lots of useless small blocks.)
A kernel call is required, and kernel calls are slow, so it would slow down the program. It's much faster to just throw the block back into the heap.
Almost every program will either converge on a steady-state memory footprint or it will have an increasing footprint until exit. (Or, until near-exit.) Therefore, all the extra processing needed by a page-return mechanism would be completely wasted.
It is entirely implementation dependent. On Windows VC++ programs can return memory back to the system if the corresponding memory pages contain only free'd blocks.
I think that you have all the information you need to answer your own question. pmap shows the memory that is currenly being used by the process. So, if you call pmap before the process achieves peak memory, then no it will not show peak memory. if you call pmap just before the process exits, then it will show peak memory for a process that does not use mmap. If the process uses mmap, then if you call pmap at the point where maximum memory is being used, it will show peak memory usage, but this point may not be at the end of the process (it could occur anywhere).
This applies only to your current system (i.e. based on the documentation you have provided for free and mmap and malloc) but as the previous poster has stated, behavior of these is implmentation dependent.
This varies a bit from implementation to implementation.
Think of your memory as a massive long block, when you allocate to it you take a bit out of your memory (labeled '1' below):
111
If I allocate more more memory with malloc it gets some from the system:
1112222
If I now free '1':
___2222
It won't be returned to the system, because two is in front of it (and memory is given as a continous block). However if the end of the memory is freed, then that memory is returned to the system. If I freed '2' instead of '1'. I would get:
111
the bit where '2' was would be returned to the system.
The main benefit of freeing memory is that that bit can then be reallocated, as opposed to getting more memory from the system. e.g:
33_2222
I believe that the memory allocator in glibc can return memory back to the system, but whether it will or not depends on your memory allocation patterns.
Let's say you do something like this:
void *pointers[10000];
for(i = 0; i < 10000; i++)
pointers[i] = malloc(1024);
for(i = 0; i < 9999; i++)
free(pointers[i]);
The only part of the heap that can be safely returned to the system is the "wilderness chunk", which is at the end of the heap. This can be returned to the system using another sbrk system call, and the glibc memory allocator will do that when the size of this last chunk exceeds some threshold.
The above program would make 10000 small allocations, but only free the first 9999 of them. The last one should (assuming nothing else has called malloc, which is unlikely) be sitting right at the end of the heap. This would prevent the allocator from returning any memory to the system at all.
If you were to free the remaining allocation, glibc's malloc implementation should be able to return most of the pages allocated back to the system.
If you're allocating and freeing small chunks of memory, a few of which are long-lived, you could end up in a situation where you have a large chunk of memory allocated from the system, but you're only using a tiny fraction of it.
Here are some "advantages" to never releasing memory back to the system:
Having already used a lot of memory makes it very likely you will do so again, and
when you release memory the OS has to do quite a bit of paperwork
when you need it again, your memory allocator has to re-initialise all its data structures in the region it just received
Freed memory that isn't needed gets paged out to disk where it doesn't actually make that much difference
Often, even if you free 90% of your memory, fragmentation means that very few pages can actually be released, so the effort required to look for empty pages isn't terribly well spent
Many memory managers can perform TRIM operations where they return entirely unused blocks of memory to the OS. However, as several posts here have mentioned, it's entirely implementation dependent.
But lets say I never ask for allocation of size greater than say 50 bytes and I ask a lot of such 50 byte objects on peak load on the system. Then what ?
This depends on your allocation pattern. Do you free ALL of the small allocations? If so and if the memory manager has handling for a small block allocations, then this may be possible. However, if you allocate many small items and then only free all but a few scattered items, you may fragment memory and make it impossible to TRIM blocks since each block will have only a few straggling allocations. In this case, you may want to use a different allocation scheme for the temporary allocations and the persistant ones so you can return the temporary allocations back to the OS.
I'm trying to get a better understanding of how Windows, 32-bit, calculates the virtual bytes for a program. I am under the impression that Virtual Bytes (VB) are the measure of how much of the user address space is being used, while the Private Bytes (PB) are the measure of actual committed and reserved memory on the system.
In particular, I have a server program I am monitoring which, when under heavy usage, will climb up to the 3GB limit for VBs. Around the same time the PB climb as well, but then quickly drop down to around 1 GB as the usage drops. The PB tend to then stay low, around the 1 GB mark, but the VB stay up around the 3 GB mark. I do not have access to the source code, so I am just using the basic Windows performance counters to monitor all of this. From a programming point of view, what memory concept do I not understand that makes this all possible? Is there a good reference to learn more about this?
What your reporting is most likely being caused by the process heap. There are two pieces to a memory allocation in Windows. The first piece is the continuous address space in your application for the memory to accessed through. On a 32 bit system not running the /3GB switch all your allocations must come out of the lower 2 GB of user address space. The second piece of the memory allocation is the actually memory for the allocation. This can be either RAM or part of the page file system on the hard disk. The OS handles moving allocations between RAM and the page file system in the background.
Most likely your application is using a Windows heap to handle all memory allocations. When a heap is created is reserves 1 MB of address space for the memory it will allocate. Until it actually needs memory associated with this address space no physical memory is actually used. If the heap needs more memory than 1 MB it uses a doubling algorithm to reserve more address space, and then commits physical memory when it needs it. The important thing to note is that once a heap reserves address space it never releases it.
Personally I found the following books and chapters useful when trying to understand memory management.
Advanced Windows Debugging - Chapter 6 This book has the most detailed look into the heap I have seen.
Windows Internals - Chapter 7 This book adds a bit of information not found in Advanced Windows Debugging; however, it does not give as good an overview.
It sounds to me like you have a garbage collector that's only kicking in once the memory pressure hits 1/3 (1 GB out of 3 GB).
As for the VB - don't worry! It's virtual! Honestly, nothing's been allocated, nothing's been committed. Focus on your private bytes - your real allocations.
There is such a thing as "Virtual Memory". It's a rather non-OS-specific concept in computer science. Microsoft has also written about Windows implementation of the thing.
A long story short, in Windows you can ask to reserve some memory without actually allocating any physical memory. It's like making some memory addresses reserved for future use. When you really need the memory, you allocate it physically (aka "commit" it).
I haven't needed to use this feature myself, so I don't know how it's used in real life programs, but I know it's there. I think the idea might be something like preserving pointers to some memory address and allocating the memory when needed, without having to change what the pointers actually point to.
Windows is notorious for having a variety of types of memory allocations, some of which are supersets of others. You've mentioned Private Bytes and Virtual Bytes. Private bytes, as you know, refers to memory allocated specifically to your process. Virtual bytes includes private bytes, as well as any shared memory, reserved memory, etc.
Even though in real life you only need to be concerned with private bytes and perhaps shared memory (Windows handles the rest, anyways), the Virtual Bytes count is often what users (and evaluators of your software) see and interpret as the memory usage of your process.
A good and up-to-date reference on the subject is the book titled Windows Via C/C++ by Jeffrey Richter, you should look for Chapter 13: "Windows Memory Architecture".