CN110032513B - Data verification method and device and electronic equipment - Google Patents
Data verification method and device and electronic equipment Download PDFInfo
- Publication number
- CN110032513B CN110032513B CN201910262324.5A CN201910262324A CN110032513B CN 110032513 B CN110032513 B CN 110032513B CN 201910262324 A CN201910262324 A CN 201910262324A CN 110032513 B CN110032513 B CN 110032513B
- Authority
- CN
- China
- Prior art keywords
- interface data
- matching
- data
- field
- comparison
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/36—Preventing errors by testing or debugging software
- G06F11/3668—Software testing
- G06F11/3672—Test management
- G06F11/3684—Test management for test design, e.g. generating new test cases
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Computer Hardware Design (AREA)
- Quality & Reliability (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Debugging And Monitoring (AREA)
Abstract
The invention provides a data verification method, a data verification device and electronic equipment, which are used for solving the problems that time and labor are consumed and the error rate is high when interface data are verified manually in the prior art. The method comprises the following steps: receiving at least two types of interface data, wherein each type of interface data comprises at least one group of interface data; converting the at least two types of interface data into the same format; performing data verification on the two types of interface data after format conversion according to a set mapping relation; and outputting the data verification result.
Description
Technical Field
The present invention relates to the field of communications technologies, and in particular, to a method and an apparatus for data verification, and an electronic device.
Background
Along with the development of the bank market, the types of internal interfaces of a trading center system used between banks are more and more, the consistency and the accuracy of data of two interfaces are required to be verified through testing between different interfaces, in the prior art, the interface data are tested through manpower, and the interface data are verified.
In summary, how to reduce the consumption of human resources, time consumption, and error rate when testing interface data is a problem that needs to be solved at present.
Disclosure of Invention
In view of this, the invention provides a data verification method, a data verification device and an electronic device, which are used for solving the problems that the manual verification of interface data in the prior art is time-consuming, labor-consuming and high in error rate.
According to a first aspect of the embodiments of the present invention, there is provided a method for data verification, including: receiving at least two types of interface data, wherein each type of interface data comprises at least one group of interface data; converting the at least two types of interface data into the same format; performing data verification on the two types of interface data after format conversion according to a set mapping relation; and outputting the data verification result.
In one embodiment, the set mapping relationship includes a matching relationship and a comparison relationship, where the matching relationship includes a matching field and a first set conversion rule, the comparison relationship includes a comparison field and a second set conversion rule, and the comparison field is at least one.
In an embodiment, the performing data verification on the two types of interface data after format conversion according to the set mapping relationship specifically includes: determining at least two groups of interface data according to the matching relation; and carrying out data verification on the at least two groups of interface data according to the comparison relationship.
In an embodiment, the determining at least two sets of interface data according to the matching relationship specifically includes: determining a first matching field of a set of interface data included in a class of interface data; matching the first matching field with a second matching field of at least one group of interface data included in other interface data according to the first matching field; and if the matching is successful, determining two groups of interface data comprising the first matching field and the second matching field.
In an embodiment, the performing data verification on the at least two sets of interface data according to the comparison relationship specifically includes: and performing data verification on the two groups of interface data containing the first matching field and the second matching field according to the comparison field and the set conversion rule.
According to a second aspect of the embodiments of the present invention, there is provided an apparatus for data verification, including: the receiving unit is used for receiving at least two types of interface data, wherein each type of interface data comprises at least one group of interface data; the conversion unit is used for converting the at least two types of interface data into the same format; the verification unit is used for carrying out data verification on the two types of interface data after format conversion according to a set mapping relation; and the output unit is used for outputting the data verification result.
In one embodiment, the set mapping relationship includes a matching relationship and a comparison relationship, where the matching relationship includes a matching field and a first set conversion rule, the comparison relationship includes a comparison field and a second set conversion rule, and the number of the comparison field is at least one.
In one embodiment, the verification unit specifically includes: the matching unit is used for determining at least two groups of interface data according to the matching relation; and the comparison unit is used for carrying out data verification on the at least two groups of interface data according to the comparison relationship.
In an embodiment, the matching unit is specifically configured to: determining a first matching field of a set of interface data included in a class of interface data; matching the first matching field with a second matching field of at least one group of interface data included in other interface data according to the first matching field; and if the matching is successful, determining two groups of interface data comprising the first matching field and the second matching field.
In one embodiment, the comparison unit is specifically configured to: and performing data verification on the two groups of interface data containing the first matching field and the second matching field according to the comparison field and the set conversion rule.
According to a third aspect of embodiments of the present invention, there is provided an electronic device comprising a memory and a processor, the memory being configured to store one or more computer program instructions, wherein the one or more computer program instructions are executed by the processor to implement the method according to the first aspect or any possibility of the first aspect.
According to a fourth aspect of embodiments of the present invention, there is provided a computer-readable storage medium on which computer program instructions are stored, wherein the computer program instructions, when executed by a processor, implement the method according to the first aspect or any possibility of the first aspect.
The embodiment of the invention has the beneficial effects that: firstly, receiving at least two types of interface data, wherein each type of interface data comprises at least one group of interface data; and then converting the at least two types of interface data into the same format, performing data verification on the two types of interface data after format conversion according to a set mapping relation, and finally outputting a data verification result.
Drawings
The above and other objects, features and advantages of the present invention will become more apparent from the following description of the embodiments of the present invention with reference to the accompanying drawings, in which:
FIG. 1 is a flow chart of a method for verifying data according to an embodiment of the present invention;
FIG. 2 is a schematic diagram of an apparatus for data verification according to an embodiment of the present invention;
fig. 3 is a schematic structural diagram of an electronic device according to an embodiment of the present invention.
Detailed Description
The present invention will be described below based on examples, but the present invention is not limited to only these examples. In the following detailed description of the present invention, certain specific details are set forth. It will be apparent to one skilled in the art that the present application may be practiced without these specific details. Further, those of ordinary skill in the art will appreciate that the drawings provided herein are for illustration purposes.
Unless the context clearly requires otherwise, throughout the description and the claims, the words "comprise", "comprising", and the like are to be construed in an inclusive sense as opposed to an exclusive or exhaustive sense; that is, what is meant is "including but not limited to".
In describing the invention, it is to be understood that the terms "first," "second," and the like are used for descriptive purposes only and not for purposes of order, nor are they to be construed as indicating or implying relative importance. In addition, in the description of the present invention, "a plurality" means two or more unless otherwise specified.
The data verification method provided by the present invention, as shown in fig. 1 specifically, includes:
step 100, at least two types of interface data are received, wherein each type of interface data comprises at least one set of interface data.
For example, it is assumed that two types of data, i.e., interface data 1 and interface data 2, are received, where the received data 1 includes two sets of interface data, and the interface data 2 includes one set of interface data.
Step 101, converting the at least two types of interface data into the same format.
Specifically, the received data 1 includes two sets of interface data, and the interface data 2 includes a set of interface data, which is flattened according to the same format and processed into a form of a table.
For example, two sets of interface data included in the interface data 1 are processed to obtain the format shown in table 1.
TABLE 1
Each group of interface data of the interface data 1 is divided according to different fields, for example, as shown in table 1 above, each group of interfaces is divided into a1, a2, A3, a4 and a5, 5 fields, the order represents a fixed value, and the Taker represents an error.
A set of interface data included in the interface data 2 is processed to obtain the format as shown in table 2.
TABLE 2
| B1 | B2 | B3 | B4 |
| a | DL001 | 1.2000 | 12:00 |
Each group of interface data of the interface data 2 is divided into different fields, for example, as shown in table 2 above, each group of interfaces is divided into B1, B2, B3 and B4, 4 fields.
And 102, carrying out data verification on the two types of interface data after format conversion according to a set mapping relation.
The set mapping relationship comprises a matching relationship and a comparison relationship, wherein the matching relationship comprises a matching field and a first set conversion rule, the comparison relationship comprises a comparison field and a second set conversion rule, and the number of the comparison field is at least one.
For example, taking interface data 1 and interface data 2 as an example, the matching relationship can be shown in table 3:
TABLE 3
The matching relationship further comprises Chinese names, rules and supplementary rules, wherein the rules and the supplementary rules are the first set conversion rules and are used for converting the matching fields, the matching fields can be not set if the matching fields can be verified without conversion, the Chinese names are used for improving the use experience of users and can also not be set, the table is simply represented by 'aaa', 'bbb', 'ccc', and the table does not have a fixed meaning, and the number of the matching fields can be multiple.
Taking the interface data 1 and the interface data 2 as an example, the comparison relationship can be shown in table 4:
TABLE 4
The matching relationship further comprises a Chinese name, a rule and a supplement rule, wherein the rule and the supplement rule are second set conversion rules and are used for converting a comparison field, if the comparison field can be verified without conversion, the conversion rule is not set, the Chinese name is used for improving the use experience of a user and can also not be set, the Chinese name is simply represented by 'XXX' in a table and does not have a fixed meaning; when the a2 alignment field and the B1 alignment field are verified, enumeration value conversion is required, for example, the meaning of the a2 alignment field being "1" is the same as that of the B1 alignment field "a"; the precision of the A3 comparison field is 1 digit after the decimal point, the precision of the B3 comparison field is 4 digits after the decimal point, and the comparison field with high precision is compared with the comparison field with low precision after the precision is reduced; the dates of the A4 alignment field and the B4 alignment field are converted, and the meaning of the "yyyy/MM/dd HH: MM: ss" and the "HH: MM: ss" are the same; the a5 alignment field is aligned to a fixed value.
The data verification process is as follows: firstly, determining at least two groups of interface data according to the matching relation, specifically, determining a first matching field of one group of interface data included in one type of interface data; matching the first matching field with a second matching field of at least one group of interface data included in other interface data according to the first matching field; if the matching is successful, determining two groups of interface data comprising the first matching field and the second matching field; and then, performing data verification on the at least two groups of interface data according to the comparison relationship, specifically, performing data verification on the two groups of interface data including the first matching field and the second matching field according to the comparison field and the set conversion rule.
For example, according to the matching between the first matching field a1 and the second matching field B2, where the value of the first matching field a1 is "DL 001", "DL 002" and the value of the second matching field B2 is "DL 001" in the two sets of interface data 1, the values of a1 and B2, namely "DL 001", are matched, and the value of a1, namely "DL 001", is successfully matched with the value of B2, so as to determine two sets of interface data to which the value of a1, namely "DL 001" and the value of B2, belong; and determining the two groups of interface data, and comparing the two groups of interface data according to a set comparison relationship.
And 103, outputting the data verification result.
For example, the following steps are carried out: according to tables 1 to 4, the data verification results are determined, as shown in table 5:
TABLE 5
The total comparison number is 2, wherein the first group of interface data of the interface data 1 is successfully compared with the first group of interface data of the interface data 2, and the second group of interface data of the interface data 1 fails to be compared due to the fact that corresponding data are not matched; specifically, for the first group of interface data 1 and the first group of interface data 2, the values of the fields a1 and B2 are directly compared and are consistent; the values of fields A2 and B1 are subjected to data conversion, 1 of A2 is converted into a, and then the value is compared with the value of B1, and the value is consistent, or a of B1 is converted into 1, and then the value is compared with 1 of A2; the values of fields A3 and B3 are subjected to precision conversion, the conversion from high precision to low precision is carried out, the value 1.2000 of B3 is converted into 1.2, the value is compared with the value 1.2 of A3, and the value is consistent, or the value 1.2 of A3 can be converted into 1.2000 with high precision and then compared with the value 1.2000 of B3; converting the values of fields A4 and B4 for time, converting the value 2018/1/212: 00 of A4 into HH: mm: ss format according to supplementary rules to obtain 12:00, and comparing the converted value with the value 12:00 of B4 to obtain the consistent value; a5 is directly compared with the fixed value, according to the supplement rule, the fixed value is order, the values are consistent, the values of each field in the first group of interface data 1 and the first group of interface data 2 are all the same, and the comparison is successful.
In the embodiment of the invention, the type and the group number of the interface data are not limited, and different colors or other forms can be set in the data re-table for displaying the comparison failure for prompting.
In the embodiment of the invention, at least two types of interface data are received firstly, wherein each type of interface data comprises at least one group of interface data; and then converting the at least two types of interface data into the same format, performing data verification on the two types of interface data after format conversion according to a set mapping relation, and finally outputting the data verification result.
Fig. 2 is a schematic diagram of a data verification apparatus according to an embodiment of the present invention. As shown in fig. 2, the data verification apparatus of this embodiment includes: the device comprises a receiving unit 21, a converting unit 22, a verifying unit 23 and an outputting unit 24, wherein the receiving unit 21 is configured to receive at least two types of interface data, and each type of interface data includes at least one set of interface data; a conversion unit 22, configured to convert the at least two types of interface data into the same format; the checking unit 23 is configured to perform data checking on the two types of interface data after format conversion according to a set mapping relationship; and the output unit 24 is used for outputting the data verification result.
In one embodiment, the set mapping relationship includes a matching relationship and a comparison relationship, where the matching relationship includes a matching field and a first set conversion rule, the comparison relationship includes a comparison field and a second set conversion rule, and the comparison field is at least one.
In one embodiment, the verification unit 23 specifically includes: a matching unit 231, configured to determine at least two sets of interface data according to the matching relationship; and a comparing unit 232, configured to perform data verification on the at least two sets of interface data according to the comparison relationship.
Optionally, the matching unit is specifically configured to: determining a first matching field of a set of interface data included in a class of interface data; matching the first matching field with a second matching field of at least one group of interface data included in other types of interface data; and if the matching is successful, determining two groups of interface data comprising the first matching field and the second matching field.
Optionally, the comparison unit is specifically configured to: and performing data verification on the two groups of interface data containing the first matching field and the second matching field according to the comparison field and the set conversion rule.
Fig. 3 is a schematic diagram of an electronic device of an embodiment of the invention. The electronic device shown in fig. 3 is a generic data checking apparatus, which comprises a generic computer hardware structure, which at least comprises a processor 31 and a memory 32. The processor 31 and the memory 32 are connected by a bus 33. The memory 32 is adapted to store instructions or programs executable by the processor 31. The processor 31 may be a stand-alone microprocessor or may be a collection of one or more microprocessors. Thus, the processor 31 implements the processing of data and the control of other devices by executing instructions stored by the memory 32 to perform the method flows of embodiments of the present invention as described above. The bus 33 connects the above components together, and also connects the above components to a display controller 34 and a display device and an input/output (I/O) device 35. Input/output (I/O) devices 35 may be a mouse, keyboard, modem, network interface, touch input device, motion sensing input device, printer, and other devices known in the art. Typically, the input/output device 35 is connected to the system through an input/output (I/O) controller 36.
As will be appreciated by one skilled in the art, aspects of the present invention may be embodied as a system, method or computer program product. Accordingly, various aspects of embodiments of the invention may take the form of: an entirely hardware embodiment, an entirely software embodiment (including firmware, resident software, micro-code, etc.) or an embodiment combining software and hardware aspects that may all generally be referred to herein as a "circuit," module "or" system. Furthermore, various aspects of embodiments of the invention may take the form of: a computer program product embodied in one or more computer readable media having computer readable program code embodied thereon.
Any combination of one or more computer-readable media may be utilized. The computer readable medium may be a computer readable signal medium or a computer readable storage medium. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. More specific examples (a non-exhaustive list) of the computer readable storage medium would include the following: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of embodiments of the present invention, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device.
A computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated signal may take any of a variety of forms, including, but not limited to: electromagnetic, optical, or any suitable combination thereof. The computer readable signal medium may be any of the following computer readable media: is not a computer readable storage medium and may communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device.
Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
Computer program code for carrying out operations for aspects of embodiments of the present invention may be written in any combination of one or more programming languages, including: object-oriented programming languages such as Java, Smalltalk, C + +, and the like; and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package; executing in part on the user computer and in part on the remote computer; or may execute entirely on a remote computer or server. In the latter scenario, the remote computer may be connected to the user's computer through any type of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet service provider).
The flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the invention described above describe various aspects of embodiments of the invention. It will be understood that each block of the flowchart illustrations and/or block diagrams, and combinations of blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions/acts specified in the flowchart and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer readable medium that can direct a computer, other programmable data processing apparatus, or other devices to function in a particular manner, such that the instructions stored in the computer readable medium produce an article of manufacture including instructions which implement the function/act specified in the flowchart and/or block diagram block or blocks.
The computer program instructions may also be loaded onto a computer, other programmable data processing apparatus, or other devices to cause a series of operational steps to be performed on the computer, other programmable apparatus or other devices to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide processes for implementing the functions/acts specified in the flowchart and/or block diagram block or blocks.
The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims (10)
1. A method of data verification, comprising:
receiving at least two types of interface data, wherein each type of interface data comprises at least one group of interface data;
converting the at least two types of interface data into the same format;
performing data verification on the two types of interface data after format conversion according to a set mapping relation, wherein the set mapping relation comprises a matching relation and a comparison relation, the matching relation comprises a matching field and a first set conversion rule, the comparison relation comprises a comparison field and a second set conversion rule, the number of the comparison field is at least one, and the matching relation further comprises a Chinese name, a rule and a supplement rule;
outputting the data checking result;
converting the at least two types of interface data into the same format specifically includes:
and dividing the at least two types of interface data according to different fields, and flattening the interface data into a unified table form.
2. The method according to claim 1, wherein the performing data verification on the two types of interface data after format conversion according to the set mapping relationship specifically includes:
determining at least two groups of interface data according to the matching relation;
and carrying out data verification on the at least two groups of interface data according to the comparison relationship.
3. The method of claim 2, wherein said determining at least two sets of interface data according to said matching relationship comprises:
determining a first matching field of a group of interface data included in one type of interface data;
matching the first matching field with a second matching field of at least one group of interface data included in other types of interface data;
and if the matching is successful, determining two groups of interface data comprising the first matching field and the second matching field.
4. The method according to claim 3, wherein the performing data verification on the at least two sets of interface data according to the comparison relationship specifically includes:
and performing data verification on the two groups of interface data containing the first matching field and the second matching field according to the comparison field and the set conversion rule.
5. An apparatus for data verification, comprising:
the receiving unit is used for receiving at least two types of interface data, wherein each type of interface data comprises at least one group of interface data;
the conversion unit is used for converting the at least two types of interface data into the same format;
the verification unit is used for performing data verification on the two types of interface data after format conversion according to a set mapping relation, wherein the set mapping relation comprises a matching relation and a comparison relation, the matching relation comprises a matching field and a first set conversion rule, the comparison relation comprises a comparison field and a second set conversion rule, the comparison field is at least one, and the matching relation further comprises a Chinese name, a rule and a supplement rule;
the output unit is used for outputting the data verification result;
wherein the conversion unit is specifically configured to:
and dividing the at least two types of interface data according to different fields, and flattening the interface data into a unified table form.
6. The apparatus of claim 5, wherein the verification unit specifically comprises:
the matching unit is used for determining at least two groups of interface data according to the matching relation;
and the comparison unit is used for carrying out data verification on the at least two groups of interface data according to the comparison relationship.
7. The apparatus of claim 6, wherein the matching unit is specifically configured to:
determining a first matching field of a set of interface data included in a class of interface data;
matching the first matching field with a second matching field of at least one group of interface data included in other types of interface data;
and if the matching is successful, determining two groups of interface data comprising the first matching field and the second matching field.
8. The apparatus of claim 7, wherein the alignment unit is specifically configured to:
and performing data verification on the two groups of interface data containing the first matching field and the second matching field according to the comparison field and the set conversion rule.
9. An electronic device comprising a memory and a processor, wherein the memory is configured to store one or more computer program instructions, wherein the one or more computer program instructions are executed by the processor to implement the method of any of claims 1-4.
10. A computer-readable storage medium on which computer program instructions are stored, which, when executed by a processor, implement the method of any one of claims 1-4.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910262324.5A CN110032513B (en) | 2019-04-02 | 2019-04-02 | Data verification method and device and electronic equipment |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910262324.5A CN110032513B (en) | 2019-04-02 | 2019-04-02 | Data verification method and device and electronic equipment |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN110032513A CN110032513A (en) | 2019-07-19 |
| CN110032513B true CN110032513B (en) | 2022-09-09 |
Family
ID=67237288
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201910262324.5A Active CN110032513B (en) | 2019-04-02 | 2019-04-02 | Data verification method and device and electronic equipment |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN110032513B (en) |
Families Citing this family (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111078764B (en) * | 2019-10-31 | 2023-11-03 | 北京金堤科技有限公司 | Data processing method, data processing device, computer readable storage medium and electronic equipment |
| CN111858647B (en) * | 2020-08-04 | 2022-07-05 | 浪潮卓数大数据产业发展有限公司 | Method for verifying conversion field type between data sources |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106202111A (en) * | 2015-05-06 | 2016-12-07 | 阿里巴巴集团控股有限公司 | The method of calibration of database data and device |
| CN106293977A (en) * | 2015-05-15 | 2017-01-04 | 阿里巴巴集团控股有限公司 | A kind of data verification method and equipment |
| CN106503091A (en) * | 2016-10-12 | 2017-03-15 | 济南浪潮高新科技投资发展有限公司 | A kind of implementation method of changeable data structure automatic synchronization coupling |
| CN107480280A (en) * | 2017-08-22 | 2017-12-15 | 金蝶软件（中国）有限公司 | The method and relevant device of a kind of data processing |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9529703B2 (en) * | 2015-01-23 | 2016-12-27 | International Business Machines Corporation | Performing dynamic data generation and verification for functional validation of data manipulation programs |
-
2019
- 2019-04-02 CN CN201910262324.5A patent/CN110032513B/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106202111A (en) * | 2015-05-06 | 2016-12-07 | 阿里巴巴集团控股有限公司 | The method of calibration of database data and device |
| CN106293977A (en) * | 2015-05-15 | 2017-01-04 | 阿里巴巴集团控股有限公司 | A kind of data verification method and equipment |
| CN106503091A (en) * | 2016-10-12 | 2017-03-15 | 济南浪潮高新科技投资发展有限公司 | A kind of implementation method of changeable data structure automatic synchronization coupling |
| CN107480280A (en) * | 2017-08-22 | 2017-12-15 | 金蝶软件（中国）有限公司 | The method and relevant device of a kind of data processing |
Also Published As
| Publication number | Publication date |
|---|---|
| CN110032513A (en) | 2019-07-19 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN109683953B (en) | Method and device for processing configuration file based on visual interface | |
| CN106796585B (en) | Conditional validation rules | |
| WO2019062191A1 (en) | Electronic device, method and system for extracting data in data table, and storage medium | |
| CN109344154B (en) | Data processing method, device, electronic equipment and storage medium | |
| CN112187558B (en) | Data verification method and device and electronic equipment | |
| WO2019019640A1 (en) | Simulated processing method and apparatus for order information, and storage medium and computer device | |
| CN109189669A (en) | Test method, electronic device and the readable storage medium storing program for executing of business scenario | |
| US20130125095A1 (en) | Automated analysis of composite applications | |
| CN109165209B (en) | Data verification method, device, equipment and medium for object types in database | |
| US9367432B2 (en) | Testing system | |
| CN109840192B (en) | Method and device for automatic testing | |
| CN110032513B (en) | Data verification method and device and electronic equipment | |
| CN107133233B (en) | Processing method and device for configuration data query | |
| CN110837356A (en) | Data processing method and device | |
| CN113792155B (en) | Text verification method and device based on knowledge graph, electronic equipment and medium | |
| CN112541688B (en) | Service data verification method and device, electronic equipment and computer storage medium | |
| CN117172237A (en) | Data analysis method and device, electronic equipment and storage medium | |
| CN113051171B (en) | Interface testing method, device, equipment and storage medium | |
| US9275358B1 (en) | System, method, and computer program for automatically creating and submitting defect information associated with defects identified during a software development lifecycle to a defect tracking system | |
| CN108874387A (en) | A kind of Data Serialization method and its relevant device | |
| CN111507080B (en) | Data quality inspection method and device, electronic equipment and storage medium | |
| CN114860305A (en) | Data processing method and device | |
| CN103761247B (en) | A kind of processing method and processing device of error file | |
| CN112631852A (en) | Macro checking method, macro checking device, electronic equipment and computer readable storage medium | |
| CN113434734A (en) | Method, device, equipment and storage medium for generating file and reading file |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |