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Finding Memory Leaks in the Ruby Ecosystem

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작성자 Earl 댓글 0건 조회 35회 작성일 25-11-09 09:59

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Until recently, Ruby lacked a mechanism for detecting native-degree memory leaks from inside Ruby and native gems. This was as a result of, when Ruby terminates, it doesn't free the objects which can be nonetheless alive or the memory used by Ruby’s virtual machine. It is because the system will reclaim all of the memory used anyway, so it’s just extra work that might make Ruby’s shutdown slower. Nevertheless, this meant that it was unimaginable to find out whether a piece of Memory Wave was leaked or was just not cleaned up. This meant that it was hard to research Ruby purposes that suffered from memory leaks, causing them to eat growing amounts of memory till the system runs out and terminates the applying. This is undesirable as it is an inefficient use of system resources, which would value money and efficiency, and will lead to downtime for an online server. I describe in greater detail in the next section and in one other weblog put up. Valgrind memcheck to seek out Memory Wave App leaks in native gems.



Valgrind memcheck is a instrument used to seek out memory leaks in native functions. However, we can’t use it instantly on Ruby as a result of Ruby doesn’t free its memory throughout shutdown, main Valgrind memcheck to report 1000's of false-optimistic memory leaks. Ruby doesn’t free its memory throughout shutdown because the system will reclaim the entire program’s memory after this system has terminated anyway, so explicitly freeing the memory would only make Ruby’s shutdown slower. Since there are tens, if not hundreds, of locations the place these kinds of "memory leaks" occur in Ruby at shutdown, creating a characteristic to free the entire memory at shutdown would have been very time-consuming. Ruby or a real memory leak from the native gem. In fact, the heuristic will not be good and Memory Wave App could cause false-negatives (i.e. it could actually filter out real memory leaks). Nokogiri, liquid-c, gRPC, and Protobuf. Linux systems since Valgrind only runs on Linux.



Because of this we can't use a faster memory checker like Google’s sanitizers or support different working programs comparable to using the macOS leaks tool. In 2023, Adam Hess from GitHub collaborated with me to develop a feature in Ruby that frees all memory at shutdown. EXIT characteristic which instructs Ruby to free all of its memory at shutdown when the environment variable is ready. By implementing this with a flag, Ruby can maintain a quick shutdown when this function is not wanted and solely free memory at shutdown when the characteristic is enabled. The implementation is fairly straightforward. Nevertheless, it’s not that simple, since circular dependencies made it difficult. For instance, we free Ruby objects before we free the VM as a result of freeing Ruby objects may have the VM to be alive (e.g. executing finalizers), however issues like Threads and the primary Ractor are all Ruby objects, so we can't free these objects until after most of the VM has been freed. We then free the VM, and finally we go back and free the leftover objects that got skipped. EXIT, we ran Ruby’s checks and specs via Valgrind and the macOS leaks software to search out memory leaks. By this feature, we had been capable of finding over 30 memory leaks originating from inside of Ruby. 1. The perform that checks for timeouts is modified from raising an error when the common expression match times out to returning a boolean on whether or not the match timed out. Since a raise will bounce out of the operate and into the Ruby frame with the rescue, it bypasses any cleanup of memory allocated for the match and thus leaks memory. By returning a boolean when the match times out, it allows cleanup before the Regexp::TimeoutError is raised.



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