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When developing Golang applications, if operations or data that require a large amount of memory are involved, the startup memory of the application needs to be adjusted to avoid insufficient memory. This article will introduce how to set startup memory in Golang.
1. Memory Management
In Golang, memory management is performed automatically. When the variable is no longer referenced, Golang will automatically reclaim the corresponding memory. This reduces the programmer's burden on memory management to a certain extent, but it also brings some risks. For example, in scenarios where large amounts of data are processed, if memory usage is not paid attention to, it may lead to an out-of-memory situation, causing the program to crash.
2. Startup memory
Setting the startup memory of the Golang application can avoid insufficient memory to a certain extent. The startup memory size determines the amount of memory that a Golang application can use when it starts. If the default startup memory cannot meet the requirements of the application, you can adjust the startup memory size in the following ways:
1. Modify the default garbage collector ratio
The garbage collector is Golang automatic memory management Foundation. By default, the garbage collector of a Golang application will be triggered once when the memory usage reaches a set value (the default value is 2GB). You can adjust the startup memory size of the Golang application by modifying this setting value. For example, setting the garbage collector ratio to 4GB allows a Golang application to use 4GB of memory capacity when it starts.
The method to modify the garbage collector ratio is to call the following code in the main function:
debug.SetGCPercent(50)
50 represents the garbage collector ratio, which can be adjusted as needed.
2. Use command line parameter settings
Another way to set the startup memory of a Golang application is to use command line parameters. You can set the Golang application startup memory size through the following command:
go run -ldflags "-X 'runtime.memstats.heapmaxbytes=419430400'" main.go
Among them, the -X option can be used to pass variable values to the application, runtime.memstats.heapmaxbytes is the variable name used by the Golang application memory, 419430400 Is the startup memory size of the application (in bytes), which can be adjusted as needed.
3. Use the memory allocator
In addition to adjusting the startup memory size, using an appropriate memory allocator can also improve the memory usage efficiency of Golang applications. Golang provides a variety of memory allocators that can be selected and used according to specific scenarios.
1. Standard memory allocator
The standard memory allocator is Golang’s default memory allocator and is also the simplest memory allocator. By using the standard memory allocator, memory allocation can be done quickly without concern for complexity. By default, Golang applications will use the standard memory allocator, which can be specified by the following code:
import ( "runtime" ) func main() { runtime.GOMAXPROCS(1) runtime.MemProfileRate = 0 }
2.TCMalloc memory allocator
TCMalloc is developed by Google An efficient multi-threaded memory allocator was developed that can efficiently handle large-scale memory allocation requests. In Golang, the TCMalloc memory allocator can be used through the go-tcmalloc library. The usage is as follows:
import ( "github.com/google/tcmalloc" "runtime" ) func main() { runtime.GOMAXPROCS(1) runtime.MemProfileRate = 0 tcmalloc.Enable() }
3.jemalloc memory allocator
jemalloc is an efficient memory allocator with excellent multi-threading performance and low fragmentation rate. In Golang, the jemalloc memory allocator can be used through the go-jemalloc library. The usage is as follows:
import ( "github.com/jemalloc/jemalloc-go" "runtime" ) func main() { runtime.GOMAXPROCS(1) runtime.MemProfileRate = 0 jemalloc.Prefork() }
4. Conclusion
In Golang applications that handle large-scale data, it is very important to start memory settings. By adjusting the startup memory size and using an appropriate memory allocator, the memory usage efficiency and stability of Golang applications can be improved and the problem of insufficient memory can be avoided. In actual development, you need to pay attention to memory usage to avoid problems such as memory leaks.
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