CN111858258A - Memory monitoring method and device, electronic equipment and storage medium - Google Patents
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- G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
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Abstract
The application discloses a memory monitoring method, a memory monitoring device, an electronic device and a computer readable storage medium, wherein the method comprises the following steps: when a memory application of target data is received, identifying the data type of the target data; calling a memory application interface to allocate a memory for the target data, and returning a memory allocation result so as to respond to the memory application; and updating the size of the application memory corresponding to the data type according to the amount of the application memory corresponding to the memory application, and updating the total amount of all allocated memories. According to the memory monitoring method, the size of the applied memory and the total amount of all allocated memories are counted according to data types by intercepting memory allocation, dynamic tracking of process memory occupation is achieved, reference is provided for memory optimization, and memory robustness and stability are improved. Therefore, the memory monitoring method provided by the application carries out memory occupation statistics according to the data types, and realizes dynamic tracking of the process memory occupation.
Description
Technical Field
The present disclosure relates to the field of computer technologies, and in particular, to a memory monitoring method and apparatus, an electronic device, and a computer-readable storage medium.
Background
In the big data era, in order to realize the memory monitoring function, the source code is modified in the related technology, the interface provided by the memory monitoring tool is called to realize the memory monitoring, and the memory occupation display is carried out through a specific tool. However, the above scheme intelligently provides the total amount of memory occupation, the memory occupation of each data type cannot be refined, the memory optimization cannot be accurately performed, and the stability and the robustness of the process are seriously affected due to the excessively high memory occupation.
Therefore, how to perform memory occupation statistics according to data types and realize dynamic tracking of process memory occupation is a technical problem to be solved by those skilled in the art.
Disclosure of Invention
The application aims to provide a memory monitoring method and device, an electronic device and a computer readable storage medium, which are used for counting memory occupation according to data types and realizing dynamic tracking of process memory occupation.
In order to achieve the above object, the present application provides a memory monitoring method, including:
when a memory application of target data is received, identifying the data type of the target data;
calling a memory application interface to allocate a memory for the target data, and returning a memory allocation result so as to respond to the memory application;
and updating the size of the application memory corresponding to the data type according to the amount of the application memory corresponding to the memory application, and updating the total amount of all allocated memories.
Wherein, the updating the application memory size corresponding to the data type according to the application memory amount corresponding to the memory application includes:
judging whether the data type exists in a target storage structure or not;
if so, updating the application memory size corresponding to the data type according to the application memory amount corresponding to the memory application;
if not, storing the data type into the target storage structure, and counting the application memory size corresponding to the data type according to the application memory amount corresponding to the memory application.
Wherein the target storage structure is a Map structure.
Wherein, the returning the memory allocation result includes:
and if the application is successful, returning the memory corresponding to the target data.
Wherein, the returning the memory allocation result includes:
and if the application fails, returning an error code corresponding to the error type.
Wherein, still include:
and when a printing command of the memory statistical information is received, the size of the applied memory corresponding to each data type and the total amount of all allocated memories are respectively output.
Wherein, still include:
when the release action of the target memory is detected, determining the target data type of the data stored in the target memory;
and updating the size of the application memory corresponding to the target data type and the total amount of all allocated memories according to the size of the target memory.
In order to achieve the above object, the present application provides a memory monitoring device, including:
the identification module is used for identifying the data type of the target data when receiving the memory application of the target data;
the allocation module is used for calling a memory application interface to allocate a memory for the target data and returning a memory allocation result so as to respond to the memory application;
and the first updating module is used for updating the size of the application memory corresponding to the data type according to the amount of the application memory corresponding to the memory application and updating the total amount of all allocated memories.
To achieve the above object, the present application provides an electronic device including:
a memory for storing a computer program;
and the processor is used for realizing the steps of the memory monitoring method when executing the computer program.
To achieve the above object, the present application provides a computer-readable storage medium, on which a computer program is stored, and the computer program, when executed by a processor, implements the steps of the memory monitoring method as described above.
According to the scheme, the memory monitoring method provided by the application comprises the following steps: when a memory application of target data is received, identifying the data type of the target data; calling a memory application interface to allocate a memory for the target data, and returning a memory allocation result so as to respond to the memory application; and updating the size of the application memory corresponding to the data type according to the amount of the application memory corresponding to the memory application, and updating the total amount of all allocated memories.
According to the memory monitoring method, the size of the applied memory and the total amount of all allocated memories are counted according to data types by intercepting memory allocation, dynamic tracking of process memory occupation is achieved, reference is provided for memory optimization, and memory robustness and stability are improved. Therefore, the memory monitoring method provided by the application carries out memory occupation statistics according to the data types, and realizes dynamic tracking of the process memory occupation. The application also discloses a memory monitoring device, an electronic device and a computer readable storage medium, which can also realize the technical effects.
It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the application.
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In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present application, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts. The accompanying drawings, which are included to provide a further understanding of the disclosure and are incorporated in and constitute a part of this specification, illustrate embodiments of the disclosure and together with the description serve to explain the disclosure without limiting the disclosure. In the drawings:
fig. 1 is a flow chart illustrating a memory monitoring method according to an exemplary embodiment;
FIG. 2 is a block diagram illustrating a memory monitoring device in accordance with an exemplary embodiment;
FIG. 3 is a block diagram illustrating an electronic device in accordance with an exemplary embodiment.
Detailed Description
The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only a part of the embodiments of the present application, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
The embodiment of the application discloses a memory monitoring method, which carries out memory occupation statistics according to data types and realizes dynamic tracking of process memory occupation.
Referring to fig. 1, a flowchart of a memory monitoring method according to an exemplary embodiment is shown, as shown in fig. 1, including:
s101: when a memory application of target data is received, identifying the data type of the target data;
in this embodiment, the memory allocation function may be reloaded, and the data type may include byte, short, int, long, float, double, borolean, char, etc., which is not limited herein. In specific implementation, the reload memory allocation function and the rename data type may be implemented by a C + + language, and of course, other languages may also be used, which is not specifically limited in this embodiment.
In this step, when the client program applies for the memory, the overloaded memory allocation function is called, and the data type of the applied memory is analyzed through the type analysis interface.
S102: calling a memory application interface to allocate a memory for the target data, and returning a memory allocation result so as to respond to the memory application;
in this step, a memory application interface provided by the system is called to apply for the memory and a memory allocation result is returned to the client program. Specifically, if the application is successful, the memory corresponding to the target data is returned, and if the application is failed, the error code corresponding to the error type is returned, so that the client program can perform corresponding processing, re-apply or report an error.
S103: and updating the size of the application memory corresponding to the data type according to the amount of the application memory corresponding to the memory application, and updating the total amount of all allocated memories.
In this step, the memory application size is counted according to the data type, stored in the target storage structure, and accumulated in the total amount of the allocated memory, where the target storage structure may be a Map structure, i.e., Alloc _ Map. And when a printing command of the memory statistical information is received, the size of the applied memory corresponding to each data type and the total amount of all allocated memories are respectively output.
As a feasible implementation manner, the step of updating the application memory size corresponding to the data type according to the application memory amount corresponding to the memory application may include: judging whether the data type exists in a target storage structure or not; if so, updating the application memory size corresponding to the data type according to the application memory amount corresponding to the memory application; if not, storing the data type into the target storage structure, and counting the application memory size corresponding to the data type according to the application memory amount corresponding to the memory application. In a specific implementation, if a memory is first applied for data of a certain data type, the memory size of the current application is counted in a target storage structure of the data type stored value, and the memory is accumulated when the memory is next applied for the data of the data type.
As a preferred embodiment, this embodiment further includes: when the release action of the target memory is detected, determining the target data type of the data stored in the target memory; and updating the size of the application memory corresponding to the target data type and the total amount of all allocated memories according to the size of the target memory.
In specific implementation, when the memory requested by the program is released after being used, the data type is analyzed, the size of the requested memory corresponding to the data type is searched in the target storage structure, the amount of the released memory is subtracted from the size of the requested memory of the data type, the released memory is subtracted from the total amount of the allocated memory, and a memory release function is called to release the memory, so that the memory occupation condition is dynamically monitored, and a reference is provided for program optimization.
According to the memory monitoring method provided by the embodiment of the application, the dynamic tracking of the process memory occupation is realized by intercepting the memory allocation and classifying and counting the size of the applied memory and the total amount of all allocated memories according to the data types, so that reference is provided for memory optimization, and the robustness and stability of the memory are improved. Therefore, the memory monitoring method provided by the embodiment of the application carries out memory occupation statistics according to the data type, and realizes dynamic tracking of the process memory occupation.
An application embodiment provided by the present application is introduced below, and specifically, the implementation of the client program mainly includes the following steps:
step 1: running a distributed system and a client program;
step 2: when a program applies for the memory to store data or the data structure is initialized, waiting for the C + + memory allocation interface to return a result; if the memory allocation is successful, using the memory to access data; if the distribution fails, returning the return result to the client and carrying out corresponding processing according to the return value;
and step 3: when the data is not used any more or the memory is required to be destructed and released, the interface is called to release the memory or the data structure custom interface is called to release the memory;
and 4, step 4: after the memory release is finished, the program continuously runs;
and 5: and executing a specific command to check the memory occupation condition of each type.
The memory allocation module processing program mainly comprises the following steps:
step 1: reloading the C + + memory allocation function and renaming the data type;
step 2: after receiving the action of the program applying for the memory, analyzing the data type;
and step 3: storing the type-specific data into the structure Alloc _ Map, recording the size of the memory applied by the type, and accumulating the size of the memory into the total amount of the memory;
and 4, step 4: calling a system memory application interface to apply for a memory;
and 5: returning the application result or the applied memory to the client program;
step 6: after receiving the action of releasing the memory by the program, analyzing the data type;
and 7: searching the corresponding memory statistical total amount in the data structure Alloc _ Map according to types;
and 8: subtracting the released memory amount from the total memory amount of the current data type, updating the memory amount into the Alloc _ Map, and subtracting the released memory amount from the total memory amount;
and step 9: calling a system memory release interface to release the memory;
step 10: and when the printing memory statistical information of the client is received, calling a printing interface to output the memory statistical values and the total memory values corresponding to each type according to type formatting.
In the following, a memory monitoring device provided in an embodiment of the present application is introduced, and a memory monitoring device described below and a memory monitoring method described above may be referred to each other.
Referring to fig. 2, a block diagram of a memory monitoring apparatus according to an exemplary embodiment is shown, and as shown in fig. 2, the memory monitoring apparatus includes:
the identification module 201 is configured to identify a data type of target data when a memory application of the target data is received;
the allocation module 202 is configured to invoke a memory application interface to allocate a memory for the target data, and return a memory allocation result so as to respond to the memory application;
the first updating module 203 is configured to update the size of the application memory corresponding to the data type according to the amount of the application memory corresponding to the memory application, and update the total amount of all allocated memories.
The memory monitoring device provided by the embodiment of the application realizes dynamic tracking of process memory occupation by intercepting memory allocation and carrying out classified statistics on the size of the applied memory and the total amount of all allocated memories according to data types, provides reference for memory optimization, and improves memory robustness and stability. Therefore, the memory monitoring device provided by the embodiment of the application carries out memory occupation statistics according to the data type, and realizes dynamic tracking of the process memory occupation.
On the basis of the foregoing embodiment, as a preferred implementation, the first updating module 203 includes:
the judging unit is used for judging whether the data type exists in the target storage structure or not; if yes, starting the working process of the first updating unit; if not, starting the working process of the storage unit;
a first updating unit, configured to update an application memory size corresponding to the data type according to an application memory amount corresponding to the memory application;
the storage unit is used for storing the data type into the target storage structure and counting the application memory size corresponding to the data type according to the application memory amount corresponding to the memory application;
and the second updating unit is used for updating the total amount of all the allocated memories.
On the basis of the above embodiment, as a preferred implementation, the target storage structure is a Map structure.
On the basis of the above embodiment, as a preferred implementation, the allocating module 202 includes:
the allocation unit is used for calling a memory application interface to allocate a memory for the target data;
the first returning unit is used for returning the memory corresponding to the target data when the application is successful;
and the second returning unit is used for returning the error code corresponding to the error type when the application fails.
On the basis of the above embodiment, as a preferred implementation, the method further includes:
and the output module is used for respectively outputting the size of the application memory corresponding to each data type and the total amount of all allocated memories when a printing command of the memory statistical information is received.
On the basis of the above embodiment, as a preferred implementation, the method further includes:
the determining module is used for determining a target data type of data stored in a target memory after a releasing action of the target memory is detected;
and the second updating module is used for updating the size of the application memory corresponding to the target data type and the total amount of all allocated memories according to the size of the target memory.
With regard to the apparatus in the above-described embodiment, the specific manner in which each module performs the operation has been described in detail in the embodiment related to the method, and will not be elaborated here.
The present application also provides an electronic device, and referring to fig. 3, a structure diagram of an electronic device 300 provided in an embodiment of the present application, as shown in fig. 3, may include a processor 11 and a memory 12. The electronic device 300 may also include one or more of a multimedia component 13, an input/output (I/O) interface 14, and a communication component 15.
The processor 11 is configured to control the overall operation of the electronic device 300, so as to complete all or part of the steps in the memory monitoring method. The memory 12 is used to store various types of data to support operations at the electronic device 300, such data may include, for example, instructions for any application or method operating on the electronic device 300, as well as application-related data. The Memory 12 may be implemented by any type of volatile or non-volatile Memory device or combination thereof, such as Static Random Access Memory (SRAM), Electrically Erasable Programmable Read-Only Memory (EEPROM), Erasable Programmable Read-Only Memory (EPROM), Programmable Read-Only Memory (PROM), Read-Only Memory (ROM), magnetic Memory, flash Memory, magnetic disk or optical disk. The multimedia component 13 may comprise a screen, which may be a touch screen, for example. The I/O interface 14 provides an interface between the processor 11 and other interface modules, such as a keyboard, mouse, buttons, etc. These buttons may be virtual buttons or physical buttons. The communication module 15 is used for wired or wireless communication between the electronic device 300 and other devices. Wireless Communication, such as Wi-Fi, bluetooth, Near Field Communication (NFC), 2G, 3G or 4G, or a combination of one or more of them, so that the corresponding Communication component 15 may include: Wi-Fi module, bluetooth module, NFC module.
In an exemplary embodiment, the electronic Device 300 may be implemented by one or more Application Specific Integrated Circuits (ASICs), Digital Signal Processors (DSPs), Digital Signal Processing Devices (DSPDs), Programmable Logic Devices (PLDs), Field Programmable Gate Arrays (FPGAs), controllers, microcontrollers, microprocessors, or other electronic components for performing the above-described memory monitoring method.
In another exemplary embodiment, a computer readable storage medium comprising program instructions which, when executed by a processor, implement the steps of the memory monitoring method described above is also provided. For example, the computer readable storage medium may be the memory 12 comprising program instructions executable by the processor 11 of the electronic device 300 to perform the memory monitoring method described above.
The embodiments are described in a progressive manner in the specification, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments are referred to each other. The device disclosed by the embodiment corresponds to the method disclosed by the embodiment, so that the description is simple, and the relevant points can be referred to the method part for description. It should be noted that, for those skilled in the art, it is possible to make several improvements and modifications to the present application without departing from the principle of the present application, and such improvements and modifications also fall within the scope of the claims of the present application.
It is further noted that, in the present specification, relational terms such as first and second, and the like are used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in a process, method, article, or apparatus that comprises the element.
Claims (10)
1. A memory monitoring method is characterized by comprising the following steps:
when a memory application of target data is received, identifying the data type of the target data;
calling a memory application interface to allocate a memory for the target data, and returning a memory allocation result so as to respond to the memory application;
and updating the size of the application memory corresponding to the data type according to the amount of the application memory corresponding to the memory application, and updating the total amount of all allocated memories.
2. The method according to claim 1, wherein the updating the application memory size corresponding to the data type according to the application memory amount corresponding to the memory application includes:
judging whether the data type exists in a target storage structure or not;
if so, updating the application memory size corresponding to the data type according to the application memory amount corresponding to the memory application;
if not, storing the data type into the target storage structure, and counting the application memory size corresponding to the data type according to the application memory amount corresponding to the memory application.
3. The memory monitoring method according to claim 2, wherein the target storage structure is a Map structure.
4. The memory monitoring method according to claim 1, wherein the returning of the memory allocation result comprises:
and if the application is successful, returning the memory corresponding to the target data.
5. The memory monitoring method according to claim 1, wherein the returning of the memory allocation result comprises:
and if the application fails, returning an error code corresponding to the error type.
6. The memory monitoring method according to claim 1, further comprising:
and when a printing command of the memory statistical information is received, the size of the applied memory corresponding to each data type and the total amount of all allocated memories are respectively output.
7. The memory monitoring method according to any one of claims 1 to 6, further comprising:
when the release action of the target memory is detected, determining the target data type of the data stored in the target memory;
and updating the size of the application memory corresponding to the target data type and the total amount of all allocated memories according to the size of the target memory.
8. A memory monitoring device, comprising:
the identification module is used for identifying the data type of the target data when receiving the memory application of the target data;
the allocation module is used for calling a memory application interface to allocate a memory for the target data and returning a memory allocation result so as to respond to the memory application;
and the first updating module is used for updating the size of the application memory corresponding to the data type according to the amount of the application memory corresponding to the memory application and updating the total amount of all allocated memories.
9. An electronic device, comprising:
a memory for storing a computer program;
a processor for implementing the steps of the memory monitoring method according to any one of claims 1 to 7 when executing the computer program.
10. A computer-readable storage medium, having stored thereon a computer program which, when being executed by a processor, carries out the steps of the memory monitoring method according to any one of claims 1 to 7.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN112433911A (en) * | 2020-11-06 | 2021-03-02 | 苏州浪潮智能科技有限公司 | Memory allocation monitoring method, system, medium and equipment |
| CN114490042A (en) * | 2022-01-04 | 2022-05-13 | 青岛海信网络科技股份有限公司 | Memory allocation method and traffic network comprehensive monitoring equipment |
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