CN115061940A - Data processing method and system based on software research and development process - Google Patents
Data processing method and system based on software research and development process Download PDFInfo
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- CN115061940A CN115061940A CN202210895154.6A CN202210895154A CN115061940A CN 115061940 A CN115061940 A CN 115061940A CN 202210895154 A CN202210895154 A CN 202210895154A CN 115061940 A CN115061940 A CN 115061940A
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- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/36—Preventing errors by testing or debugging software
- G06F11/3668—Software testing
- G06F11/3672—Test management
- G06F11/3688—Test management for test execution, e.g. scheduling of test suites
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Abstract
The invention relates to the field of data management, and discloses a data processing method and a system based on a software research and development process, which comprises a data generation module, a data recording module, a data link module and a data proofreading module, so that the recording and management of software test data are realized in the development process of a software program, the searching and the positioning of software operation problems and data processing problems are facilitated in the software test process, a program error source is searched according to the data record, the efficiency and the accuracy of problem positioning and error correction of the software program can be effectively improved, and relevant personnel are assisted in modifying and correcting the software program.
Description
Technical Field
The invention relates to the field related to data management, in particular to a data processing method and a data processing system based on a software research and development process.
Background
In the software development process, the testing of the program is a necessary work throughout the whole development process, and the testing can be used for verifying the feasibility of the software, various problems existing in the software and the like, and the problems of the software which needs to be corrected and repaired and the like can be quickly known through the testing.
In the prior art, most of program tests in the software development process are carried out by reversely deducing problems and effects through the software tests, and then modifying programs or modifying software execution effects by adopting a patch mode, so that the convenient positioning is difficult to carry out essentially, and the quick discovery and positioning are difficult to realize for the program problems with hidden inducement.
Disclosure of Invention
The present invention is directed to a data processing method and system based on software development process, so as to solve the problems in the background art.
In order to achieve the purpose, the invention provides the following technical scheme:
a software development process based data processing system comprising:
the data generating module is used for operating test software line by line in a preset program simulation environment and generating program test data, the program test data corresponds to code segments of the test software line by line, and the program test data is used for representing the reference and change process of the data of the test software in operation;
the data recording module is used for acquiring the code segments and the program test data, and establishing a test data log according to the code segments and the program test data, wherein the code segments and the corresponding program test data are recorded in the test data log in a one-to-one correspondence manner;
the data link module is used for establishing link directions of the code segments and the program test data, and establishing link directions among a plurality of program test data according to reference records of data in the program test data, wherein the link directions are used for quickly positioning both sides of the link directions;
and the data checking module is used for comparing and verifying the program test data based on a preset verification data set and checking and marking data which are not consistent with the verification data set in the program test data set, wherein the verification data set is used for representing data of a plurality of main data processing nodes under the given initial value of the test software.
As a further scheme of the invention: the code segment is used for representing the complete code of any sentence in the test software, and the data generation module comprises:
the program testing unit is used for acquiring the testing software and operating the testing software line by line in a preset program simulation environment;
the test storage unit is used for respectively storing data and data change records generated in the running process of different code segments in the plurality of storage units, and when the code segments read data through the storage units, data introduction records used for representing the read storage units and the data are generated, and the data change records are used for representing the reference and change processes of the data;
and the data recording unit is used for generating program test data based on the data in the storage unit, the data change record and the data introduction record.
As a further scheme of the invention: the data linking module includes:
the data code linking unit is used for establishing a linking direction of the code segment and corresponding program test data and establishing a linking direction of the code and the numerical value based on the corresponding numerical value of the code in the code segment in the program test data;
and the data transmission link unit is used for acquiring a data introduction record in the program test data and establishing different link directions between the program test data according to the positions of the data in the data introduction record before and after the reference.
As a further scheme of the invention: the data generation module further comprises a twin storage unit;
the twin storage unit is arranged in parallel with the test storage unit and used for synchronizing data, data change records and data introduction records in the test storage unit in real time, and the synchronized data cannot be modified in the process of synchronizing the data in real time.
As a further scheme of the invention: the system also comprises a data security module;
and the data security module is used for encrypting the test data log, carrying out identity verification on an access request object of the test data log through a preset access white list, and allowing the test data log to be accessed if the verification is passed.
The embodiment of the invention aims to provide a data processing method based on a software development process, which comprises the following steps:
running test software line by line in a preset program simulation environment and generating program test data, wherein the program test data corresponds to code segments of the test software line by line, and the program test data is used for representing the reference and change process of the test software in the running data;
acquiring the code segments and the program test data, and establishing a test data log according to the code segments and the program test data, wherein the code segments and the corresponding program test data are recorded in the test data log in a one-to-one correspondence manner;
establishing link directions of the code segments and the program test data, and establishing link directions among a plurality of program test data according to reference records of data in the program test data, wherein the link directions are used for quickly positioning both sides of the link directions;
and comparing and verifying the program test data based on a preset verification data set, and verifying and marking data which are not consistent with the verification data set in the program test data set, wherein the verification data set is used for representing data of a plurality of main data processing nodes of the test software under a given initial value.
As a further scheme of the invention: the code segment is used for representing a complete code of any sentence in the test software, and the step of operating the test software line by line in a preset program simulation environment and generating program test data specifically comprises the following steps:
acquiring the test software, and running the test software line by line in a preset program simulation environment;
when the code segments read data through the storage units, data import records used for representing the read storage units and the data are generated, and the data change records are used for representing the reference and change processes of the data;
program test data is generated based on the data in the storage unit, the data change record, and the data import record.
As a further scheme of the invention: the step of establishing link direction between the code segment and the program test data, and establishing link direction between a plurality of program test data according to the reference record of data in the program test data specifically includes:
establishing a link direction of the code segment and corresponding program test data, and establishing a link direction of the code and the numerical value based on the numerical value corresponding to the code in the code segment in the program test data;
and acquiring a data lead-in record in the program test data, and establishing link directions among different program test data according to positions of the data in the data lead-in record before and after the data are referred.
Compared with the prior art, the invention has the beneficial effects that: through the setting of the related modules, the recording and management of software test data in the development process of a software program are realized, the searching and the positioning of software operation problems and data processing problems in the software test process are facilitated, the program error source is searched according to the data records, the efficiency and the accuracy of problem positioning and error correction of the software program can be effectively improved, and related personnel are assisted to modify and correct the software program.
Drawings
FIG. 1 is a block diagram of a data processing system based on a software development process.
FIG. 2 is a block diagram of a data generation module in a data processing system based on a software development process.
FIG. 3 is a block diagram of a data link module in a data processing system based on a software development process.
Fig. 4 is a flow chart of a data processing method based on a software development process.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, the present invention is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the invention and do not limit the invention.
The following detailed description of specific embodiments of the present invention is provided in connection with specific embodiments.
As shown in fig. 1, a data processing system based on a software development process according to an embodiment of the present invention includes the following steps:
the data generating module 100 is configured to run test software line by line in a preset program simulation environment and generate program test data, where the program test data corresponds to code segments of the test software line by line, and the program test data is used to represent a reference and a change process of data of the test software in the running process.
The data recording module 300 is configured to obtain the code segments and the program test data, and establish a test data log according to the code segments and the program test data, where in the test data log, the code segments and the corresponding program test data are recorded in a one-to-one correspondence manner.
And a data link module 500, configured to establish link directions between the code segments and the program test data, and establish link directions between multiple program test data according to reference records of data in the program test data, where the link directions are used to quickly locate both sides of the link directions.
The data checking module 700 is configured to compare and verify the program test data based on a preset verification data set, and check and mark data in the program test data set that is not in accordance with the verification data set, where the verification data set is used to represent data of a plurality of main data processing nodes of the test software under a given initial value.
In the embodiment, a data processing system based on a software development process is provided, and has the functions that in the development process of a software program, software test data is recorded and managed, so that software running problems and data processing problems are conveniently searched and positioned in the software test process, the efficiency and the accuracy of problem positioning and error correction of the software program can be effectively improved, and relevant personnel are assisted in modifying and correcting the software program; in a specific use, the data generating module 100 can be understood as a program simulation environment for testing, the environment is set by simulating an operating environment of a program after the program is put into production and used, code segments of test software are operated in the program simulation environment line by line, data are processed and changed during the operation, the data generating module 100 records the process data to generate program test data, the program test data are recorded and generated by the data recording module 300 to generate a test data log, the code segments and the program test data are corresponding in the test data log, so that under the action of the data linking module 300, link directions are established for the corresponding code segments and the program test data, and further the corresponding code segments and the program test data can be conveniently linked to the program test data corresponding to the code segments to check the code, wherein the link directions can be specifically understood as a quick positioning link for linking the two, in terms of functions, for example, when a user needs to analyze a certain line of code segments, clicking the code segment in the test data log can guide and list program test data corresponding to the code segment, so that the function effect of the program can be conveniently and manually checked, the link pointing function effects among a plurality of program test data are consistent, for example, the code segment refers to data generated by a previous code segment during execution, and therefore, after the link is established, the user can directly guide and list program test data corresponding to the referred data and corresponding positions by clicking the data, and the data verification module 700 has the function of manually providing data characteristics that the verification data should show at each key node position of the program, so that automatic verification is performed, and unreasonable code segments in the program can be conveniently found.
As shown in fig. 2, as another preferred embodiment of the present invention, the code segment is used for characterizing a complete code of any sentence in the test software, and the data generating module 100 includes:
and the program testing unit 101 is used for acquiring the testing software and running the testing software line by line in a preset program simulation environment.
The test storage unit 102 is used for respectively storing data generated in the running processes of different code segments and data change records in a plurality of storage units, and when the code segments read data through the storage units, data introduction records used for representing the read storage units and the data are generated, and the data change records are used for representing the reference and change processes of the data.
A data recording unit 103, configured to generate program test data based on the data in the storage unit, the data change record, and the data import record.
In this embodiment, the data generation module 100 is further divided and described according to the division of the function, wherein the test storage unit is capable of responding to the read action, when the storage unit of the code segment a is read by the code segment B (reading a given value data therein), the test storage unit responds and records in the storage unit B, and the record content is a certain data read from a certain storage unit, so that the tracing to the source of the data is facilitated.
As shown in fig. 3, as another preferred embodiment of the present invention, the data link module 500 includes:
a data code linking unit 501, configured to establish a link direction between the code segment and corresponding program test data, and establish a link direction between the code and a value corresponding to the code in the program test data based on the code in the code segment.
A data transmission linking unit 502, configured to obtain a data import record in the program test data, and establish a linking direction between different program test data according to positions of data in the data import record before and after referencing.
In this embodiment, the data link module 500 is functionally divided, wherein the data transmission link unit 502 is used for establishing a link according to a reference relationship between data used by a code segment and data used and generated by other code segments in the test software, so as to be convenient for quickly locating a reference source of the data and locating a position and a reason of a dislocation of a program in a checking process.
As another preferred embodiment of the present invention, the data generation module 100 further includes a twin memory cell;
the twin storage unit is arranged in parallel with the test storage unit 102 and is used for synchronizing data, data change records and data introduction records in the test storage unit 102 in real time, and the synchronized data cannot be modified in the process of synchronizing the data in real time.
In this embodiment, the twin storage unit is supplemented to the data generation module 100, which has an effect that copying data generated in the backup storage unit in real time can avoid problems such as loss of a test data part caused by crash in a program test, and the like, and especially data contents and the like generated when a code segment is wrong and crashes can effectively protect field data, thereby facilitating later troubleshooting.
As another preferred embodiment of the invention, the system further comprises a data security module;
and the data security module is used for encrypting the test data log, verifying the identity of an access request object of the test data log through a preset access white list, and if the test data log passes the verification, allowing the test data log to be accessed.
In the embodiment, the data security module is supplemented, and because the safety of the test software and the related data is very important in program development, the data security module can effectively protect the software and the related data.
As shown in fig. 4, the present invention further provides a data processing method based on a software development process, which includes:
s200, running test software line by line in a preset program simulation environment and generating program test data, wherein the program test data corresponds to code segments of the test software line by line, and the program test data is used for representing the reference and change process of the test software in the running data.
S400, acquiring the code segments and the program test data, and establishing a test data log according to the code segments and the program test data, wherein the code segments and the corresponding program test data are recorded in the test data log in a one-to-one correspondence manner.
S600, link directions of the code segments and the program test data are established, link directions among a plurality of program test data are established according to reference records of data in the program test data, and the link directions are used for rapidly positioning both sides of the link directions.
And S800, comparing and verifying the program test data based on a preset verification data set, and verifying and marking data which are not consistent with the verification data set in the program test data set, wherein the verification data set is used for representing data of a plurality of main data processing nodes of the test software under a given initial value.
As another preferred embodiment of the present invention, the code segment is configured to characterize a complete code of any sentence in the test software, and the step of running the test software line by line in a preset program simulation environment and generating program test data specifically includes:
and acquiring the test software, and running the test software line by line in a preset program simulation environment.
When the code segment reads data through the storage unit, a data import record used for representing the read storage unit and the data is generated, and the data change record is used for representing the reference and change process of the data.
Program test data is generated based on the data in the storage unit, the data change record, and the data import record.
As another preferred embodiment of the present invention, the step of establishing link pointers between the code segments and the program test data, and establishing link pointers among a plurality of program test data according to reference records of data in the program test data specifically includes:
and establishing link direction of the code sections and corresponding program test data, and establishing link direction of the code and the numerical value based on the corresponding numerical value of the code in the code sections in the program test data.
And acquiring a data lead-in record in the program test data, and establishing link directions among different program test data according to positions of the data in the data lead-in record before and after the data are referred.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by a computer program, which can be stored in a non-volatile computer-readable storage medium, and can include the processes of the embodiments of the methods described above when the program is executed. Any reference to memory, storage, database, or other medium used in the embodiments provided herein may include non-volatile and/or volatile memory, among others. Non-volatile memory can include read-only memory (ROM), Programmable ROM (PROM), Electrically Programmable ROM (EPROM), Electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), Dynamic RAM (DRAM), Synchronous DRAM (SDRAM), Double Data Rate SDRAM (DDRSDRAM), Enhanced SDRAM (ESDRAM), Synchronous Link DRAM (SLDRAM), Rambus Direct RAM (RDRAM), direct bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM).
Other embodiments of the disclosure will be apparent to those skilled in the art from consideration of the specification and practice of the disclosure herein. This application is intended to cover any variations, uses, or adaptations of the disclosure following, in general, the principles of the disclosure and including such departures from the present disclosure as come within known or customary practice within the art to which the disclosure pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the disclosure being indicated by the following claims.
It will be understood that the present disclosure is not limited to the precise arrangements described above and shown in the drawings and that various modifications and changes may be made without departing from the scope thereof. The scope of the present disclosure is limited only by the appended claims.
Claims (8)
1. A data processing system based on a software development process, comprising:
the data generating module is used for operating test software line by line in a preset program simulation environment and generating program test data, the program test data corresponds to code segments of the test software line by line, and the program test data is used for representing the reference and change process of the data of the test software in operation;
the data recording module is used for acquiring the code segments and the program test data, and establishing a test data log according to the code segments and the program test data, wherein the code segments and the corresponding program test data are recorded in the test data log in a one-to-one correspondence manner;
the data link module is used for establishing link directions of the code segments and the program test data, and establishing link directions among a plurality of program test data according to reference records of data in the program test data, wherein the link directions are used for quickly positioning both sides of the link directions;
and the data checking module is used for comparing and verifying the program test data based on a preset verification data set and checking and marking data which are not consistent with the verification data set in the program test data set, wherein the verification data set is used for representing data of a plurality of main data processing nodes under the given initial value of the test software.
2. The software development process-based data processing system of claim 1, wherein the code segment is configured to characterize code in which any one of the test software is complete, and the data generation module comprises:
the program testing unit is used for acquiring the testing software and running the testing software line by line in a preset program simulation environment;
the test storage unit is used for respectively storing data and data change records generated in the running process of different code segments in a plurality of storage units, when the code segments read data through the storage units, data introduction records used for representing the read storage units and the data are generated, and the data change records are used for representing the reference and change processes of the data;
and the data recording unit is used for generating program test data based on the data in the storage unit, the data change record and the data introduction record.
3. The software development process-based data processing system of claim 2, wherein the data linking module comprises:
the data code linking unit is used for establishing a linking direction of the code segment and corresponding program test data and establishing a linking direction of the code and the numerical value based on the corresponding numerical value of the code in the code segment in the program test data;
and the data transmission link unit is used for acquiring a data introduction record in the program test data and establishing different link directions between the program test data according to the positions of the data in the data introduction record before and after the reference.
4. The software development process-based data processing system of claim 2, wherein the data generation module further comprises a twin memory unit;
the twin storage unit is arranged in parallel with the test storage unit and used for synchronizing data, data change records and data introduction records in the test storage unit in real time, and the synchronized data cannot be modified in the process of synchronizing the data in real time.
5. The software development process-based data processing system of claim 1, further comprising a data security module;
and the data security module is used for encrypting the test data log, carrying out identity verification on an access request object of the test data log through a preset access white list, and allowing the test data log to be accessed if the verification is passed.
6. A data processing method based on software development process is characterized by comprising the following steps:
running test software line by line in a preset program simulation environment and generating program test data, wherein the program test data corresponds to code segments of the test software line by line, and the program test data are used for representing the reference and change processes of the test software running data;
acquiring the code segments and the program test data, and establishing a test data log according to the code segments and the program test data, wherein the code segments and the corresponding program test data are recorded in the test data log in a one-to-one correspondence manner;
establishing link directions of the code segments and the program test data, and establishing link directions among a plurality of program test data according to reference records of data in the program test data, wherein the link directions are used for quickly positioning both sides of the link directions;
and comparing and verifying the program test data based on a preset verification data set, and verifying and marking data which are not consistent with the verification data set in the program test data set, wherein the verification data set is used for representing data of a plurality of main data processing nodes of the test software under a given initial value.
7. The data processing method based on software development process according to claim 6, wherein the code segment is used for characterizing a complete code of any one of the test software, and the step of running the test software line by line in a preset program simulation environment and generating program test data specifically comprises:
acquiring the test software, and running the test software line by line in a preset program simulation environment;
respectively storing data and data change records generated in the running processes of different code segments in a plurality of storage units, and generating data import records for representing the read storage units and the data when the code segments read the data through the storage units, wherein the data change records are used for representing the reference and change processes of the data;
program test data is generated based on the data in the storage unit, the data change record, and the data import record.
8. The data processing method according to claim 7, wherein the step of establishing link pointers between the code segments and the program test data and establishing link pointers among a plurality of program test data according to reference records of data in the program test data specifically comprises:
establishing a link direction of the code segment and corresponding program test data, and establishing a link direction of the code and the numerical value based on the numerical value corresponding to the code in the code segment in the program test data;
and acquiring a data lead-in record in the program test data, and establishing link directions among different program test data according to positions of the data in the data lead-in record before and after the data are referred.
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