CN111475165A - Intelligent compiling method, system, terminal and storage medium for application program - Google Patents
Intelligent compiling method, system, terminal and storage medium for application program Download PDFInfo
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- CN111475165A CN111475165A CN202010154813.1A CN202010154813A CN111475165A CN 111475165 A CN111475165 A CN 111475165A CN 202010154813 A CN202010154813 A CN 202010154813A CN 111475165 A CN111475165 A CN 111475165A
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- 238000012360 testing method Methods 0.000 claims description 11
- 238000004590 computer program Methods 0.000 claims description 3
- 238000012216 screening Methods 0.000 description 8
- 238000004891 communication Methods 0.000 description 5
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Abstract
The invention provides an intelligent compiling method, a system, a terminal and a storage medium of an application program, comprising the following steps: creating a compiling database, wherein the compiling database stores a plurality of compilers, a plurality of compiling options and historical compiling schemes; searching whether a matched historical compiling scheme exists in the compiling database according to the input condition of the target application program: if yes, compiling a target application program according to the matching historical compiling scheme; if not, orthogonal compiling is carried out by utilizing a plurality of compilers and a plurality of compiling options to obtain a plurality of compiling schemes, and the compiling scheme which best meets the input condition is selected from the plurality of compiling schemes to compile the target application program. The method optimizes the compiling process of the application program, can greatly shorten the compiling and optimizing time of the application program, and saves manpower, material resources and financial resources for a company while obtaining market opportunity.
Description
Technical Field
The invention relates to the technical field of program compiling, in particular to an intelligent compiling method, system, terminal and storage medium for an application program.
Background
The current generation of application programs is basically written in a high-level language (such as C language), the application programs written in the high-level language are called source programs (or called source codes), and the source programs are compiled into machine programs (or called machine codes) by a compiler and then can be run on a computer. The compiling is a very complex process, the running performance of the application program is greatly influenced, and the optimization of the compiling process is mainly embodied in the selection of a compiler and the selection of compiling parameters under the corresponding compiler. However, the optimal compiler and compilation parameters are different for different hardware platforms and applications with different operating characteristics.
In the prior art, compilers are various (such as gcc, icc, tcc, watcom and the like), and compiling parameters of each compiler are various, wherein the compiling parameters are embodied as running options of the compiler, for example, a part of the running options of the gcc compiler under L inux is shown in table 1.
Disclosure of Invention
In view of the above-mentioned deficiencies of the prior art, the present invention provides an intelligent compiling method, system, terminal and storage medium for an application program, so as to solve the above-mentioned technical problems.
In a first aspect, the present invention provides an intelligent compiling method for an application program, including:
creating a compiling database, wherein the compiling database stores a plurality of compilers, a plurality of compiling options and historical compiling schemes;
searching whether a matched historical compiling scheme exists in the compiling database according to the input condition of the target application program:
if yes, compiling a target application program according to the matching historical compiling scheme;
if not, orthogonal compiling is carried out by utilizing a plurality of compilers and a plurality of compiling options to obtain a plurality of compiling schemes, and the compiling scheme which best meets the input condition is selected from the plurality of compiling schemes to compile the target application program.
Further, the searching whether a matching historical compiling scheme exists in the compiling database according to the input condition of the target application program includes:
setting a mapping relation between a historical compiling scheme and an input condition;
and searching a historical compiling scheme which has a mapping relation with the input conditions of the target application program in a compiling database according to the input conditions of the target application program, wherein the input conditions comprise application program names, application program running hardware platforms and application program running characteristics.
Further, the searching whether a matching historical compiling scheme exists in the compiling database according to the input condition of the target application program includes:
judging whether the input conditions of the target application program have running characteristics:
if not, selecting a common compiling scheme from the historical compiling schemes, and selecting the common compiling scheme with the input condition which the running result accords with to compile the target application program.
Further, the orthogonal compiling is performed by using a plurality of compilers and a plurality of compiling options to obtain a plurality of compiling schemes, and the compiling scheme which best meets the input condition is selected from the plurality of compiling schemes to compile the target application program, which comprises
Orthogonally combining the compiler and the compiling options;
compiling according to the multiple orthogonal combinations to obtain multiple compiling schemes;
selecting a compiling scheme which best meets the input condition as a target compiling scheme;
and storing the target compiling scheme and the input condition to a compiling database.
In a second aspect, the present invention provides an intelligent compiling system for an application program, including:
a history assembly unit configured to create a compilation database storing a plurality of compilers, a plurality of compilation options, and a history compilation scheme;
the scheme matching unit is configured for searching whether a matched historical compiling scheme exists in the compiling database according to the input condition of the target application program;
the program compiling unit is configured to compile a target application program according to a matched historical compiling scheme if the matched historical compiling scheme exists in the compiling database;
and the orthogonal test unit is configured for carrying out orthogonal compilation by utilizing a plurality of compilers and a plurality of compilation options to obtain a plurality of compilation schemes if no matched historical compilation scheme exists in the compilation database, and selecting the compilation scheme which best meets the input condition from the plurality of compilation schemes to compile the target application program.
Further, the scheme matching unit includes:
the mapping setting module is used for setting the mapping relation between the historical compiling scheme and the input condition;
and the mapping searching module is configured for searching a historical compiling scheme which has a mapping relation with the input conditions of the target application program in the compiling database according to the input conditions of the target application program, wherein the input conditions comprise the name of the application program, an application program running hardware platform and the running characteristics of the application program.
Further, the scheme matching unit includes:
the condition judgment module is configured for judging whether the input condition of the target application program has the running characteristic or not;
and the common selection module is configured for selecting a common compiling scheme from the historical compiling schemes if the input conditions of the target application program do not have the running characteristics, and selecting the common compiling scheme with the input conditions according with the running result to compile the target application program.
Further, the orthogonal test unit includes:
an orthogonal combination module configured to orthogonally combine the compiler and the compilation option;
the scheme combination module is configured for compiling according to various orthogonal combinations to obtain various compiling schemes;
the scheme selection module is configured for selecting the compiling scheme which best meets the input condition as a target compiling scheme;
and the scheme storage module is configured for storing the target compiling scheme and the input condition into the compiling database.
In a third aspect, a terminal is provided, including:
a processor, a memory, wherein,
the memory is used for storing a computer program which,
the processor is used for calling and running the computer program from the memory so as to make the terminal execute the method of the terminal.
In a fourth aspect, a computer storage medium is provided having stored therein instructions that, when executed on a computer, cause the computer to perform the method of the above aspects.
The beneficial effect of the invention is that,
the intelligent compiling method, system, terminal and storage medium for the application program provided by the invention realize the rapid compiling of the source code of the application program by establishing the compiling database, storing various compilers, various compiling options and historical compiling schemes in the compiling database, designing the screening rule, screening the compiling scheme matched with the input condition of the target application program from the compiling database according to the screening rule, and executing the orthogonal test after the screening is not completed. The method optimizes the compiling process of the application program, can greatly shorten the compiling and optimizing time of the application program, and saves manpower, material resources and financial resources for a company while obtaining market opportunity.
In addition, the invention has reliable design principle, simple structure and very wide application prospect.
Drawings
In order to more clearly illustrate the embodiments or technical solutions in the prior art of the present invention, the drawings used in the description of the embodiments or prior art will be briefly described below, and it is obvious for those skilled in the art that other drawings can be obtained based on these drawings without creative efforts.
FIG. 1 is a schematic flow diagram of a method of one embodiment of the invention.
FIG. 2 is a schematic block diagram of a system of one embodiment of the present invention.
Fig. 3 is a schematic structural diagram of a terminal according to an embodiment of the present invention.
Detailed Description
In order to make those skilled in the art better understand the technical solution of the present invention, the technical solution in the embodiment of the present invention will be clearly and completely described below with reference to the drawings in the embodiment of the present invention, and it is obvious that the described embodiment is only a part of the embodiment of the present invention, and not all 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 invention.
FIG. 1 is a schematic flow diagram of a method of one embodiment of the invention. The execution subject in fig. 1 may be an application intelligent compiling system.
As shown in fig. 1, the method 100 includes:
and 140, if not, performing orthogonal compilation by using a plurality of compilers and a plurality of compilation options to obtain a plurality of compilation schemes, and selecting the compilation scheme which best meets the input conditions from the plurality of compilation schemes to compile the target application program.
In order to facilitate understanding of the present invention, the following describes the intelligent compiling method for an application program according to the principle of the intelligent compiling method for an application program of the present invention, in combination with the intelligent compiling process for an application program in the embodiment.
Specifically, the intelligent compiling method for the application program comprises the following steps:
s1, creating a compiling database, wherein the compiling database stores a plurality of compilers, a plurality of compiling options and historical compiling schemes.
The historical compiling scheme in the compiling database is marked with reference times and input conditions, and the input conditions comprise application program names, running hardware platforms after compiling is completed, running characteristics of the application programs and the like. Setting a reference frequency threshold value, and dividing the historical compiling scheme with the reference frequency exceeding the threshold value into common compiling schemes. Wherein the compilation options are shown in table 1, for example.
TABLE 1 partial run options for gcc compiler in 1L inux Environment
S2, searching whether a matched historical compiling scheme exists in the compiling database according to the input condition of the target application program: if yes, compiling a target application program according to the matching historical compiling scheme; if not, orthogonal compiling is carried out by utilizing a plurality of compilers and a plurality of compiling options to obtain a plurality of compiling schemes, and the compiling scheme which best meets the input condition is selected from the plurality of compiling schemes to compile the target application program.
And collecting the input conditions of the target application program, judging whether a matching historical compiling scheme with a mapping relation with the input conditions of the target application program exists in the compiling database, and if so, compiling the application program according to the matching historical compiling scheme.
If the historical compiling scheme is not matched, judging whether the running characteristics of the application exist in the input conditions, if not, firstly obtaining the running characteristics of the application. Compiling the program according to a common compiling scheme, operating the compiled program, and selecting the program which best meets the input condition, wherein the operating characteristics of the program are the operating characteristics of the target program. And then searching a matching compiling scheme from a compiling database according to the running characteristics of the target program.
If the compiling database does not match the compiling scheme, orthogonal test is needed, the compiling options and the compiler are respectively used as factors in orthogonal design, different compilers are used as different levels, and the application is compiled and operated according to corresponding option combinations in the orthogonal design table. Analyzing the operation performance result of the application, finding the optimal compiler and compiling option combination according to the orthogonal test principle, and then compiling and operating according to the combination to verify the authenticity of the combination. And storing the compiling scheme of the target application program selected by the orthogonal experiment and the input condition of the target application program into a compiling database. And finally, compiling by using the optimal compiler and the compiling option combination obtained according to the orthogonal test to obtain the final executable program.
As shown in fig. 2, the system 200 includes:
a history assembly unit 210 configured to create a compilation database storing a plurality of compilers, a plurality of compilation options, and a history compilation scheme;
a scheme matching unit 220 configured to search whether a matching historical compiling scheme exists in the compiling database according to an input condition of a target application program;
a program compiling unit 230 configured to compile a target application program according to a matching history compiling scheme if there is the matching history compiling scheme in the compiling database;
the orthogonal test unit 240 is configured to, if there is no matching historical compilation scheme in the compilation database, perform orthogonal compilation using multiple compilers and multiple compilation options to obtain multiple compilation schemes, and select a compilation scheme that best meets the input conditions from the multiple compilation schemes to compile the target application program.
Optionally, as an embodiment of the present invention, the scheme matching unit includes:
the mapping setting module is used for setting the mapping relation between the historical compiling scheme and the input condition;
and the mapping searching module is configured for searching a historical compiling scheme which has a mapping relation with the input conditions of the target application program in the compiling database according to the input conditions of the target application program, wherein the input conditions comprise the name of the application program, an application program running hardware platform and the running characteristics of the application program.
Optionally, as an embodiment of the present invention, the scheme matching unit includes:
the condition judgment module is configured for judging whether the input condition of the target application program has the running characteristic or not;
and the common selection module is configured for selecting a common compiling scheme from the historical compiling schemes if the input conditions of the target application program do not have the running characteristics, and selecting the common compiling scheme with the input conditions according with the running result to compile the target application program.
Optionally, as an embodiment of the present invention, the orthogonal test unit includes:
an orthogonal combination module configured to orthogonally combine the compiler and the compilation option;
the scheme combination module is configured for compiling according to various orthogonal combinations to obtain various compiling schemes;
the scheme selection module is configured for selecting the compiling scheme which best meets the input condition as a target compiling scheme;
and the scheme storage module is configured for storing the target compiling scheme and the input condition into the compiling database.
Fig. 3 is a schematic structural diagram of a terminal system 300 according to an embodiment of the present invention, where the terminal system 300 may be used to execute the intelligent compiling method for an application according to the embodiment of the present invention.
The terminal system 300 may include: a processor 310, a memory 320, and a communication unit 330. The components communicate via one or more buses, and those skilled in the art will appreciate that the architecture of the servers shown in the figures is not intended to be limiting, and may be a bus architecture, a star architecture, a combination of more or less components than those shown, or a different arrangement of components.
The memory 320 may be used for storing instructions executed by the processor 310, and the memory 320 may be implemented by any type of volatile or non-volatile storage terminal 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 executable instructions in memory 320, when executed by processor 310, enable terminal 300 to perform some or all of the steps in the method embodiments described below.
The processor 310 is a control center of the storage terminal, connects various parts of the entire electronic terminal using various interfaces and lines, and performs various functions of the electronic terminal and/or processes data by operating or executing software programs and/or modules stored in the memory 320 and calling data stored in the memory. The processor may be composed of an Integrated Circuit (IC), for example, a single packaged IC, or a plurality of packaged ICs connected with the same or different functions. For example, the processor 310 may include only a Central Processing Unit (CPU). In the embodiment of the present invention, the CPU may be a single operation core, or may include multiple operation cores.
A communication unit 330, configured to establish a communication channel so that the storage terminal can communicate with other terminals. And receiving user data sent by other terminals or sending the user data to other terminals.
The present invention also provides a computer storage medium, wherein the computer storage medium may store a program, and the program may include some or all of the steps in the embodiments provided by the present invention when executed. The storage medium may be a magnetic disk, an optical disk, a read-only memory (ROM) or a Random Access Memory (RAM).
Therefore, the invention realizes the rapid compiling of the source code of the application program by creating the compiling database, storing various compilers, various compiling options and historical compiling schemes in the compiling database, designing the screening rule, screening the compiling scheme matched with the input condition of the target application program from the compiling database according to the screening rule, and executing the orthogonal test after the screening is not completed. The method optimizes the compiling process of the application program, can greatly shorten the compiling and tuning time of the application program, saves manpower, material resources and financial resources for a company while obtaining market opportunity for the company, and has the technical effects that can be achieved by the embodiment can be referred to the description above and are not described herein again.
Those skilled in the art will readily appreciate that the techniques of the embodiments of the present invention may be implemented as software plus a required general purpose hardware platform. Based on such understanding, the technical solutions in the embodiments of the present invention may be embodied in the form of a software product, where the computer software product is stored in a storage medium, such as a usb disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and the like, and the storage medium can store program codes, and includes instructions for enabling a computer terminal (which may be a personal computer, a server, or a second terminal, a network terminal, and the like) to perform all or part of the steps of the method in the embodiments of the present invention.
The same and similar parts in the various embodiments in this specification may be referred to each other. Especially, for the terminal embodiment, since it is basically similar to the method embodiment, the description is relatively simple, and the relevant points can be referred to the description in the method embodiment.
In the embodiments provided in the present invention, it should be understood that the disclosed system and method can be implemented in other ways. For example, the above-described system embodiments are merely illustrative, and for example, the division of the units is only one logical functional division, and other divisions may be realized in practice, for example, a plurality of units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, systems or units, and may be in an electrical, mechanical or other form.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit.
Although the present invention has been described in detail by referring to the drawings in connection with the preferred embodiments, the present invention is not limited thereto. Various equivalent modifications or substitutions can be made on the embodiments of the present invention by those skilled in the art without departing from the spirit and scope of the present invention, and these modifications or substitutions are within the scope of the present invention/any person skilled in the art can easily conceive of the changes or substitutions within the technical scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (10)
1. An intelligent compiling method for an application program is characterized by comprising the following steps:
creating a compiling database, wherein the compiling database stores a plurality of compilers, a plurality of compiling options and historical compiling schemes;
searching whether a matched historical compiling scheme exists in the compiling database according to the input condition of the target application program:
if yes, compiling a target application program according to the matching historical compiling scheme;
if not, orthogonal compiling is carried out by utilizing a plurality of compilers and a plurality of compiling options to obtain a plurality of compiling schemes, and the compiling scheme which best meets the input condition is selected from the plurality of compiling schemes to compile the target application program.
2. The method of claim 1, wherein the searching whether a matching historical compilation scheme exists in the compilation database according to the input condition of the target application comprises:
setting a mapping relation between a historical compiling scheme and an input condition;
and searching a historical compiling scheme which has a mapping relation with the input conditions of the target application program in a compiling database according to the input conditions of the target application program, wherein the input conditions comprise application program names, application program running hardware platforms and application program running characteristics.
3. The method of claim 2, wherein the searching whether the matching historical compiling scheme exists in the compiling database according to the input condition of the target application program comprises:
judging whether the input conditions of the target application program have running characteristics:
if not, selecting a common compiling scheme from the historical compiling schemes, and selecting the common compiling scheme with the input condition which the running result accords with to compile the target application program.
4. The method of claim 1, wherein the orthogonally compiling with the plurality of compilers and the plurality of compiling options to obtain a plurality of compiling schemes, and wherein selecting the compiling scheme that best meets the input condition from the plurality of compiling schemes to compile the target application comprises
Orthogonally combining the compiler and the compiling options;
compiling according to the multiple orthogonal combinations to obtain multiple compiling schemes;
selecting a compiling scheme which best meets the input condition as a target compiling scheme;
and storing the target compiling scheme and the input condition to a compiling database.
5. An intelligent compilation system for an application program, comprising:
a history assembly unit configured to create a compilation database storing a plurality of compilers, a plurality of compilation options, and a history compilation scheme;
the scheme matching unit is configured for searching whether a matched historical compiling scheme exists in the compiling database according to the input condition of the target application program;
the program compiling unit is configured to compile a target application program according to a matched historical compiling scheme if the matched historical compiling scheme exists in the compiling database;
and the orthogonal test unit is configured for carrying out orthogonal compilation by utilizing a plurality of compilers and a plurality of compilation options to obtain a plurality of compilation schemes if no matched historical compilation scheme exists in the compilation database, and selecting the compilation scheme which best meets the input condition from the plurality of compilation schemes to compile the target application program.
6. The system of claim 5, wherein the scheme matching unit comprises:
the mapping setting module is used for setting the mapping relation between the historical compiling scheme and the input condition;
and the mapping searching module is configured for searching a historical compiling scheme which has a mapping relation with the input conditions of the target application program in the compiling database according to the input conditions of the target application program, wherein the input conditions comprise the name of the application program, an application program running hardware platform and the running characteristics of the application program.
7. The system of claim 6, wherein the scheme matching unit comprises:
the condition judgment module is configured for judging whether the input condition of the target application program has the running characteristic or not;
and the common selection module is configured for selecting a common compiling scheme from the historical compiling schemes if the input conditions of the target application program do not have the running characteristics, and selecting the common compiling scheme with the input conditions according with the running result to compile the target application program.
8. The system of claim 5, wherein the quadrature test unit comprises:
an orthogonal combination module configured to orthogonally combine the compiler and the compilation option;
the scheme combination module is configured for compiling according to various orthogonal combinations to obtain various compiling schemes;
the scheme selection module is configured for selecting the compiling scheme which best meets the input condition as a target compiling scheme;
and the scheme storage module is configured for storing the target compiling scheme and the input condition into the compiling database.
9. A terminal, comprising:
a processor;
a memory for storing instructions for execution by the processor;
wherein the processor is configured to perform the method of any one of claims 1-4.
10. A computer-readable storage medium, in which a computer program is stored which, when being executed by a processor, carries out the method according to any one of claims 1-4.
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| CN202010154813.1A CN111475165A (en) | 2020-03-08 | 2020-03-08 | Intelligent compiling method, system, terminal and storage medium for application program |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113031965A (en) * | 2021-04-23 | 2021-06-25 | 上海数禾信息科技有限公司 | Application program business engineering compiling method, device, equipment and storage medium |
| CN116860259A (en) * | 2023-09-05 | 2023-10-10 | 之江实验室 | Method, device and equipment for model training and automatic optimization of compiler |
-
2020
- 2020-03-08 CN CN202010154813.1A patent/CN111475165A/en not_active Withdrawn
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113031965A (en) * | 2021-04-23 | 2021-06-25 | 上海数禾信息科技有限公司 | Application program business engineering compiling method, device, equipment and storage medium |
| CN116860259A (en) * | 2023-09-05 | 2023-10-10 | 之江实验室 | Method, device and equipment for model training and automatic optimization of compiler |
| CN116860259B (en) * | 2023-09-05 | 2023-12-19 | 之江实验室 | Method, device and equipment for model training and automatic optimization of compiler |
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Application publication date: 20200731 |