c++ loading large amount of data at compile time - c++

I have a C++ object which needs a huge amount of data to instantiate. For example:
class object {
public object() {
double a[] = { array with 1 million double element };
/* rest of code here*/};
private:
/* code here*/
}
Now the data (i.e 1 million double numbers) is in a separate text file. The question: How can I put it after "double a[]" in an efficient way and eventually compile the code? I do not want to read the data at run time from a file. I want it compiled with the object. What can be a solution? Ideally I would like the data to sit in the separate text file as it presently resides and somehow also have an assignment like double a[] =..... above.
Is this possible? Thanks in advance!

Something like:
class object
{
public
object(){ double a[] = {
#include "file.h"
};
/* rest of code here*/};
private:
/* code here*/
}
The file has to be formatted correctly though - i.e. contain something like:
//file.h
23, 24, 40,
5, 1.1,
In general, you can use #include directives to paste content into files. I've seen virtual methods being pasted like that, if they were common for most derived classes. I personally don't really like this technique.

One large problem with this design is that 1 million ints on the stack will probably blow the stack. What you probably want is to put the data on the data segment, or in some kind of resource that is stores in your binary file and can be loaded at run time. If you need more than one copy of the data, duplicate it into a std::vector at run time, so you know the data is on the free store (heap). Mayhap even use a shared_ptr to a std::array to reduce the chance of needless accidental duplication(or unique_ptr to reduce the chance of reference duplication).
4mb of data is not going to play all that well is all I am saying. And locality of reference on a 4mb array to your other variables is not going to be your biggest concern.
Depending in your compiled target platform and framework, there will be ways to stuff this kind of data into a binary resource. I've never done it for a multi-meg file, but here is the visual studio help on resource files: http://msdn.microsoft.com/en-us/library/7zxb70x7%28v=vs.80%29.aspx
Note that "the data being in the code" does not make it fundamentally faster to load (other than traversing the filesystem once to find it maybe). The OS still has to load the binary, and larger binaries take more time to load, and a big array of values will take up as much room in a binary as it does in a distinct file. The real advantage is that it isn't a file that can be "misplaced" relative to your executable, but resource fork/resource file/etc methods can deal with that.
As noted in the comments below, static const data (and global data) tends to be loaded into the data segment, which is distinct from both the heap (aka free store) and stack (aka automatic store). I forget what the standard calls it. I do know that a static local variable in a function will behave differently than a static or global non-local variable with regards to initialization order (global (static or not) data gets initialized fully prior to main starting, while static local is initialized the first time the function is called, if I remember correctly).

The answer of Luchian Grigore is quite correct. But compiler can have some limit on length of source code line. See for example https://stackoverflow.com/questions/10519738/source-line-length-limit
So try on your compiler. But I am afraid, more simple solution of your problem will be reading of huge data from file.

Related

ELF INIT section code to prepopulate objects used at runtime

I'm fairly new to c++ and am really interested in learning more. Have been reading quite a bit. Recently discovered the init/fini elf sections.
I started to wonder if & how one would use the init section to prepopulate objects that would be used at runtime. Say for example you wanted
to add performance measurements to your code, recording the time, filename, linenumber, and maybe some ID (monotonic increasing int for ex) or name.
You would place for example:
PROBE(0,"EventProcessing",__FILE__,__LINE__)
...... //process event
PROBE(1,"EventProcessing",__FILE__,__LINE__)
......//different processing on same event
PROBE(2,"EventProcessing",__FILE__,__LINE__)
The PROBE could be some macro that populates a struct containing this data (maybe on an array/list, etc using the id as an indexer).
Would it be possible to have code in the init section that could prepopulate all of this data for each PROBE (except for the time of course), so only the time would need to be retrieved/copied at runtime?
As far as I know the __attribute__((constructor)) can not be applied to member functions?
My initial idea was to create some kind of
linked list with each node pointing to each probe and code in the init secction could iterate it populating the id, file, line, etc, but
that idea assumed I could use a member function that could run in the "init" section, but that does not seem possible. Any tips appreciated!
As far as I understand it, you do not actually need an ELF constructor here. Instead, you could emit descriptors for your probes using extended asm statements (using data, instead of code). This also involves switching to a dedicated ELF section for the probe descriptors, say __probes.
The linker will concatenate all the probes and in an array, and generate special symbols __start___probes and __stop___probes, which you can use from your program to access thes probes. See the last paragraph in Input Section Example.
Systemtap implements something quite similar for its userspace probes:
User Space Probe Implementation
Adding User Space Probing to an Application (heapsort example)
Similar constructs are also used within the Linux kernel for its self-patching mechanism.
There's a pretty simple way to have code run on module load time: Use the constructor of a global variable:
struct RunMeSomeCode
{
RunMeSomeCode()
{
// your code goes here
}
} do_it;
The .init/.fini sections basically exist to implement global constructors/destructors as part of the ABI on some platforms. Other platforms may use different mechanisms such as _start and _init functions or .init_array/.deinit_array and .preinit_array. There are lots of subtle differences between all these methods and which one to use for what is a question that can really only be answered by the documentation of your target platform. Not all platforms use ELF to begin with…
The main point to understand is that things like the .init/.fini sections in an ELF binary happen way below the level of C++ as a language. A C++ compiler may use these things to implement certain behavior on a certain target platform. On a different platform, a C++ compiler will probably have to use different mechanisms to implement that same behavior. Many compilers will give you tools in the form of language extensions like __attributes__ or #pragmas to control such platform-specific details. But those generally only make sense and will only work with that particular compiler on that particular platform.
You don't need a member function (which gets a this pointer passed as an arg); instead you can simply create constructor-like functions that reference a global array, like
#define PROBE(id, stuff, more_stuff) \
__attribute__((constructor)) void \
probeinit##id(){ probes[id] = {id, stuff, 0/*to be written later*/, more_stuff}; }
The trick is having this macro work in the middle of another function. GNU C / C++ allows nested functions, but IDK if you can make them constructors.
You don't want to declare a static int dummy#id = something because then you're adding overhead to the function you profile. (gcc has to emit a thread-safe run-once locking mechanism.)
Really what you'd like is some kind of separate pass over the source that identifies all the PROBE macros and collects up their args to declare
struct probe global_probes[] = {
{0, "EventName", 0 /*placeholder*/, filename, linenum},
{1, "EventName", 0 /*placeholder*/, filename, linenum},
...
};
I'm not confident you can make that happen with CPP macros; I don't think it's possible to #define PROBE such that every time it expands, it redefines another macro to tack on more stuff.
But you could easily do that with an awk/perl/python / your fave scripting language program that scans your program and constructs a .c that declares an array with static storage.
Or better (for a single-threaded program): keep the runtime timestamps in one array, and the names and stuff in a separate array. So the cache footprint of the probes is smaller. For a multi-threaded program, stores to the same cache line from different threads is called false sharing, and creates cache-line ping-pong.
So you'd have #define PROBE(id, evname, blah blah) do { probe_times[id] = now(); }while(0)
and leave the handling of the later args to your separate preprocessing.

Function to call #include macro from a string variable argument?

Is it possible to have a function like this:
const char* load(const char* filename_){
return
#include filename_
;
};
so you wouldn't have to hardcode the #include file?
Maybe with a some macro?
I'm drawing a blank, guys. I can't tell if it's flat out not possible or if it just has a weird solution.
EDIT:
Also, the ideal is to have this as a compile time operation, otherwise I know there's more standard ways to read a file. Hence thinking about #include in the first place.
This is absolutely impossible.
The reason is - as Justin already said in a comment - that #include is evaluated at compile time.
To include files during run time would require a complete compiler "on board" of the program. A lot of script languages support things like that, but C++ is a compiled language and works different: Compile and run time are strictly separated.
You cannot use #include to do what you want to do.
The C++ way of implementing such a function is:
Find out the size of the file.
Allocate memory for the contents of the file.
Read the contents of the file into the allocated memory.
Return the contents of the file to the calling function.
It will better to change the return type to std::string to ease the burden of dealing with dynamically allocated memory.
std::string load(const char* filename)
{
std::string contents;
// Open the file
std::ifstream in(filename);
// If there is a problem in opening the file, deal with it.
if ( !in )
{
// Problem. Figure out what to do with it.
}
// Move to the end of the file.
in.seekg(0, std::ifstream::end);
auto size = in.tellg();
// Allocate memory for the contents.
// Add an additional character for the terminating null character.
contents.resize(size+1);
// Rewind the file.
in.seekg(0);
// Read the contents
auto n = in.read(contents.data(), size);
if ( n != size )
{
// Problem. Figure out what to do with it.
}
contents[size] = '\0';
return contents;
};
PS
Using a terminating null character in the returned object is necessary only if you need to treat the contents of the returned object as a null terminated string for some reason. Otherwise, it maybe omitted.
I can't tell if it's flat out not possible
I can. It's flat out not possible.
Contents of the filename_ string are not determined until runtime - the content is unknown when the pre processor is run. Pre-processor macros are processed before compilation (or as first step of compilation depending on your perspective).
When the choice of the filename is determined at runtime, the file must also be read at runtime (for example using a fstream).
Also, the ideal is to have this as a compile time operation
The latest time you can affect the choice of included file is when the preprocessor runs. What you can use to affect the file is a pre-processor macro:
#define filename_ "path/to/file"
// ...
return
#include filename_
;
it is theoretically possible.
In practice, you're asking to write a PHP construct using C++. It can be done, as too many things can, but you need some awkward prerequisites.
a compiler has to be linked into your executable. Because the operation you call "hardcoding" is essential for the code to be executed.
a (probably very fussy) linker again into your executable, to merge the new code and resolve any function calls etc. in both directions.
Also, the newly imported code would not be reachable by the rest of the program which was not written (and certainly not compiled!) with that information in mind. So you would need an entry point and a means of exchanging information. Then in this block of information you could even put pointers to code to be called.
Not all architectures and OSes will support this, because "data" and "code" are two concerns best left separate. Code is potentially harmful; think of it as nitric acid. External data is fluid and slippery, like glycerine. And handling nitroglycerine is, as I said, possible. Practical and safe are something completely different.
Once the prerequisites were met, you would have two or three nice extra functions and could write:
void *load(const char* filename, void *data) {
// some "don't load twice" functionality is probably needed
void *code = compile_source(filename);
if (NULL == code) {
// a get_last_compiler_error() would be useful
return NULL;
}
if (EXIT_SUCCESS != invoke_code(code, data)) {
// a get_last_runtime_error() would also be useful
release_code(code);
return NULL;
}
// it is now the caller's responsibility to release the code.
return code;
}
And of course it would be a security nightmare, with source code left lying around and being imported into a running application.
Maintaining the code would be a different, but equally scary nightmare, because you'd be needing two toolchains - one to build the executable, one embedded inside said executable - and they wouldn't necessarily be automatically compatible. You'd be crying loud for all the bugs of the realm to come and rejoice.
What problem would be solved?
Implementing require_once in C++ might be fun, but you thought it could answer a problem you have. Which is it exactly? Maybe it can be solved in a more C++ish way.
A better alternative, considering also performances etc., to compile a loadable module beforehand, and load it at runtime.
If you need to perform small tunings to the executable, place parameters into an external configuration file and provide a mechanism to reload it. Once the modules conform to a fixed specification, you can even provide "plugins" that weren't available when the executable was first developed.

Hierarchical overview of static memory usage

I'm developing some software for microcontrollers, and I would like to be able to easily see which parts of the software are using how much memory. The software does not use dynamic memory allocation, I am only interested in static memory allocations (the bss and data sections).
All of this static memory is actually part of a single struct, which contains (most of the) memory the program works with. This is a hierarchy of structs, corresponding to the components of the program. E.g.:
struct WholeProgram {
int x;
struct ComponentA a;
struct ComponentB b;
};
struct ComponentA {
int y;
struct ComponentC c;
struct ComponentD d;
};
...
struct WholeProgram whole_program;
Ideally, I would like to see the memory usage represented with a multi-level pie chart.
I could not find anything that can descend into structures like this, only programs which print the size of global variables (nm). This isn't too useful for me because it would only tell me the size of the WholeProgram struct, without any details about its parts.
Note that the solution must not be in the form of a program that parses the code. This would be unacceptable for me because I use a lot of C++ template metaprogramming, and the program would surely not be able to handle that.
If such a tool is not available, I would be interested in ways to retrieve this memory usage information (from the binary or the compiler).
Rather than using nm, you could get the same information (and possibly more) by getting the linker to output a map file directly. However this may not solve your problem - the internal offsets of a structure can be resolved by the compiler and the symbols discarded and therefore need not be visible in the final link map - only the external references are preserved for the purposes of linking.
However, the information necessary to achieve your aim must be available to the debugger (since it is able to expand a structure), so some tool that can parse your compiler's specific debug information - perhaps even the debugger itself - but that is a long shot, I imagine that you would have to write such a tool yourself.
The answers to GDB debug info parser/description may help.
If you declare instances of the component structs at global scope instead of inside the whole_program struct, your map file should give you the sizes of each component struct.
Packing all the components into one single structure naturally results in only whole_program being listed in the map file.

Which tool can list writing access to a specific variable in C?

Unfortunately I'm not even sure how this sort of static analysis is called. It's not really control flow analysis because I'm not looking for function calls and I don't really need data flow analysis because I don't care about the actual values.
I just need a tool that lists the locations (file, function) where writing access to a specific variable takes place. I don't even care if that list contained lines that are unreachable. I could imagine that writing a simple parser could suffice for this task but I'm certain that there must be a tool out there that does this simple analysis.
As a poor student I would appreciate free or better yet open source tools and if someone could tell me how this type of static analysis is actually called, I would be equally grateful!
EDIT: I forgot to mention there's no pointer arithmetic in the code base.
Why don't you make the variable const and then note down all the errors where your compiler bans write access?
Note: This won't catch errors where the memory underlying the variable is written to in some erroneous manner such as a buffer overrun.
EDIT: For example:
const int a = 1;
a = 2;
a = 3;
My compiler produces:
1>MyProg.c(46): error C3892: 'a' : you cannot assign to a variable that is const
1>MyProg.c(47): error C3892: 'a' : you cannot assign to a variable that is const
Do you mean something like this?
This works for C programs that you have made the effort to analyze with Frama-C's value analysis. It is Open Source and the dependency information is also available programmatically. As static analyzers go, it is rather on the “precise” side of the spectrum. It will work better if your target is embedded C code.
I am not sure such a tool could be written. Pointers can be used to change arbitary data in memory without having any reference to other variables pointing to that data. Think about functions like memset(), which change whole blocks of memory.
If you are not interested in these kind of mutations, you would still have to take transitive pointers into account. In C, you can have any number of pointers pointing to the same data, and you would have to analyze where copies of these pointers are made. And then these copies can be copied again, ...
So even in the "simple" case it would require quite a big amount of code analysis.

Finding C++ static initialization order problems

We've run into some problems with the static initialization order fiasco, and I'm looking for ways to comb through a whole lot of code to find possible occurrences. Any suggestions on how to do this efficiently?
Edit: I'm getting some good answers on how to SOLVE the static initialization order problem, but that's not really my question. I'd like to know how to FIND objects that are subject to this problem. Evan's answer seems to be the best so far in this regard; I don't think we can use valgrind, but we may have memory analysis tools that could perform a similar function. That would catch problems only where the initialization order is wrong for a given build, and the order can change with each build. Perhaps there's a static analysis tool that would catch this. Our platform is IBM XLC/C++ compiler running on AIX.
Solving order of initialization:
First off, this is just a temporary work-around because you have global variables that you are trying to get rid of but just have not had time yet (you are going to get rid of them eventually aren't you? :-)
class A
{
public:
// Get the global instance abc
static A& getInstance_abc() // return a reference
{
static A instance_abc;
return instance_abc;
}
};
This will guarantee that it is initialised on first use and destroyed when the application terminates.
Multi-Threaded Problem:
C++11 does guarantee that this is thread-safe:
§6.7 [stmt.dcl] p4
If control enters the declaration concurrently while the variable is being initialized, the concurrent execution shall wait for completion of the initialization.
However, C++03 does not officially guarantee that the construction of static function objects is thread safe. So technically the getInstance_XXX() method must be guarded with a critical section. On the bright side, gcc has an explicit patch as part of the compiler that guarantees that each static function object will only be initialized once even in the presence of threads.
Please note: Do not use the double checked locking pattern to try and avoid the cost of the locking. This will not work in C++03.
Creation Problems:
On creation, there are no problems because we guarantee that it is created before it can be used.
Destruction Problems:
There is a potential problem of accessing the object after it has been destroyed. This only happens if you access the object from the destructor of another global variable (by global, I am referring to any non-local static variable).
The solution is to make sure that you force the order of destruction.
Remember the order of destruction is the exact inverse of the order of construction. So if you access the object in your destructor, you must guarantee that the object has not been destroyed. To do this, you must just guarantee that the object is fully constructed before the calling object is constructed.
class B
{
public:
static B& getInstance_Bglob;
{
static B instance_Bglob;
return instance_Bglob;;
}
~B()
{
A::getInstance_abc().doSomthing();
// The object abc is accessed from the destructor.
// Potential problem.
// You must guarantee that abc is destroyed after this object.
// To guarantee this you must make sure it is constructed first.
// To do this just access the object from the constructor.
}
B()
{
A::getInstance_abc();
// abc is now fully constructed.
// This means it was constructed before this object.
// This means it will be destroyed after this object.
// This means it is safe to use from the destructor.
}
};
I just wrote a bit of code to track down this problem. We have a good size code base (1000+ files) that was working fine on Windows/VC++ 2005, but crashing on startup on Solaris/gcc.
I wrote the following .h file:
#ifndef FIASCO_H
#define FIASCO_H
/////////////////////////////////////////////////////////////////////////////////////////////////////
// [WS 2010-07-30] Detect the infamous "Static initialization order fiasco"
// email warrenstevens --> [initials]#[firstnamelastname].com
// read --> http://www.parashift.com/c++-faq-lite/ctors.html#faq-10.12 if you haven't suffered
// To enable this feature --> define E-N-A-B-L-E-_-F-I-A-S-C-O-_-F-I-N-D-E-R, rebuild, and run
#define ENABLE_FIASCO_FINDER
/////////////////////////////////////////////////////////////////////////////////////////////////////
#ifdef ENABLE_FIASCO_FINDER
#include <iostream>
#include <fstream>
inline bool WriteFiasco(const std::string& fileName)
{
static int counter = 0;
++counter;
std::ofstream file;
file.open("FiascoFinder.txt", std::ios::out | std::ios::app);
file << "Starting to initialize file - number: [" << counter << "] filename: [" << fileName.c_str() << "]" << std::endl;
file.flush();
file.close();
return true;
}
// [WS 2010-07-30] If you get a name collision on the following line, your usage is likely incorrect
#define FIASCO_FINDER static const bool g_psuedoUniqueName = WriteFiasco(__FILE__);
#else // ENABLE_FIASCO_FINDER
// do nothing
#define FIASCO_FINDER
#endif // ENABLE_FIASCO_FINDER
#endif //FIASCO_H
and within every .cpp file in the solution, I added this:
#include "PreCompiledHeader.h" // (which #include's the above file)
FIASCO_FINDER
#include "RegularIncludeOne.h"
#include "RegularIncludeTwo.h"
When you run your application, you will get an output file like so:
Starting to initialize file - number: [1] filename: [p:\\OneFile.cpp]
Starting to initialize file - number: [2] filename: [p:\\SecondFile.cpp]
Starting to initialize file - number: [3] filename: [p:\\ThirdFile.cpp]
If you experience a crash, the culprit should be in the last .cpp file listed. And at the very least, this will give you a good place to set breakpoints, as this code should be the absolute first of your code to execute (after which you can step through your code and see all of the globals that are being initialized).
Notes:
It's important that you put the "FIASCO_FINDER" macro as close to the top of your file as possible. If you put it below some other #includes you run the risk of it crashing before identifying the file that you're in.
If you're using Visual Studio, and pre-compiled headers, adding this extra macro line to all of your .cpp files can be done quickly using the Find-and-replace dialog to replace your existing #include "precompiledheader.h" with the same text plus the FIASCO_FINDER line (if you check off "regular expressions, you can use "\n" to insert multi-line replacement text)
Depending on your compiler, you can place a breakpoint at the constructor initialization code. In Visual C++, this is the _initterm function, which is given a start and end pointer of a list of the functions to call.
Then step into each function to get the file and function name (assuming you've compiled with debugging info on). Once you have the names, step out of the function (back up to _initterm) and continue until _initterm exits.
That gives you all the static initializers, not just the ones in your code - it's the easiest way to get an exhaustive list. You can filter out the ones you have no control over (such as those in third-party libraries).
The theory holds for other compilers but the name of the function and the capability of the debugger may change.
perhaps use valgrind to find usage of uninitialized memory. The nicest solution to the "static initialization order fiasco" is to use a static function which returns an instance of the object like this:
class A {
public:
static X &getStatic() { static X my_static; return my_static; }
};
This way you access your static object is by calling getStatic, this will guarantee it is initialized on first use.
If you need to worry about order of de-initialization, return a new'd object instead of a statically allocated object.
EDIT: removed the redundant static object, i dunno why but i mixed and matched two methods of having a static together in my original example.
There is code that essentially "initializes" C++ that is generated by the compiler. An easy way to find this code / the call stack at the time is to create a static object with something that dereferences NULL in the constructor - break in the debugger and explore a bit. The MSVC compiler sets up a table of function pointers that is iterated over for static initialization. You should be able to access this table and determine all static initialization taking place in your program.
We've run into some problems with the
static initialization order fiasco,
and I'm looking for ways to comb
through a whole lot of code to find
possible occurrences. Any suggestions
on how to do this efficiently?
It's not a trivial problem but at least it can done following fairly simple steps if you have an easy-to-parse intermediate-format representation of your code.
1) Find all the globals that have non-trivial constructors and put them in a list.
2) For each of these non-trivially-constructed objects, generate the entire potential-function-tree called by their constructors.
3) Walk through the non-trivially-constructor function tree and if the code references any other non-trivially constructed globals (which are quite handily in the list you generated in step one), you have a potential early-static-initialization-order issue.
4) Repeat steps 2 & 3 until you have exhausted the list generated in step 1.
Note: you may be able to optimize this by only visiting the potential-function-tree once per object class rather than once per global instance if you have multiple globals of a single class.
Replace all the global objects with global functions that return a reference to an object declared static in the function. This isn't thread-safe, so if your app is multi-threaded you might need some tricks like pthread_once or a global lock. This will ensure that everything is initialized before it is used.
Now, either your program works (hurrah!) or else it sits in an infinite loop because you have a circular dependency (redesign needed), or else you move on to the next bug.
The first thing you need to do is make a list of all static objects that have non-trivial constructors.
Given that, you either need to plug through them one at a time, or simply replace them all with singleton-pattern objects.
The singleton pattern comes in for a lot of criticism, but the lazy "as-required" construction is a fairly easy way to fix the majority of the problems now and in the future.
old...
MyObject myObject
new...
MyObject &myObject()
{
static MyObject myActualObject;
return myActualObject;
}
Of course, if your application is multi-threaded, this can cause you more problems than you had in the first place...
Gimpel Software (www.gimpel.com) claims that their PC-Lint/FlexeLint static analysis tools will detect such problems.
I have had good experience with their tools, but not with this specific issue so I can't vouch for how much they would help.
Some of these answers are now out of date. For the sake of people coming from search engines, like myself:
On Linux and elsewhere, finding instances of this problem is possible through Google's AddressSanitizer.
AddressSanitizer is a part of LLVM starting with version 3.1 and a
part of GCC starting with version 4.8
You would then do something like the following:
$ g++ -fsanitize=address -g staticA.C staticB.C staticC.C -o static
$ ASAN_OPTIONS=check_initialization_order=true:strict_init_order=true ./static
=================================================================
==32208==ERROR: AddressSanitizer: initialization-order-fiasco on address ... at ...
#0 0x400f96 in firstClass::getValue() staticC.C:13
#1 0x400de1 in secondClass::secondClass() staticB.C:7
...
See here for more details:
https://github.com/google/sanitizers/wiki/AddressSanitizerInitializationOrderFiasco
Other answers are correct, I just wanted to add that the object's getter should be implemented in a .cpp file and it should not be static. If you implement it in a header file, the object will be created in each library / framework you call it from....
If your project is in Visual Studio (I've tried this with VC++ Express 2005, and with Visual Studio 2008 Pro):
Open Class View (Main menu->View->Class View)
Expand each project in your solution and Click on "Global Functions and Variables"
This should give you a decent list of all of the globals that are subject to the fiasco.
In the end, a better approach is to try to remove these objects from your project (easier said than done, sometimes).