CN112328671A - Data format conversion method, system, storage medium and equipment - Google Patents
Data format conversion method, system, storage medium and equipment Download PDFInfo
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- 238000012545 processing Methods 0.000 claims description 9
- 238000004590 computer program Methods 0.000 claims description 8
- 238000013075 data extraction Methods 0.000 claims description 7
- 238000013507 mapping Methods 0.000 claims description 4
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- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/25—Integrating or interfacing systems involving database management systems
- G06F16/258—Data format conversion from or to a database
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- G—PHYSICS
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- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
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Abstract
The invention relates to a data format conversion method, which comprises the steps of obtaining data information to be converted, a target data format and a target data protocol; determining a target conversion template and a screening condition according to the data information to be converted, the target data format and the target data protocol; screening out pre-conversion data information meeting the screening condition from the data information to be converted; and converting the pre-conversion data information according to the target conversion template to generate target data. The method of the invention does not need to realize a large amount of codes, realizes the conversion of the lightweight data format, improves the accessibility and maintainability of the system and facilitates the access of the external system. The invention also relates to a data format conversion system, a storage medium and a device.
Description
Technical Field
The present invention relates to the field of computer technologies, and in particular, to a data format conversion method, system, storage medium, and device.
Background
Nowadays, the internet has become an essential tool for people's life. Through the internet, people can discuss questions, exchange opinions, meet friends, and even purchase goods. Today, the internet is the best way around, and various network applications are emerging. The realization of the interfacing of different network applications mostly requires format conversion of data in different formats.
At present, in the field of telecommunication, data formats of a sales management system and peripheral channels, such as a comprehensive resource management system, a primary BOSS system, a knowledge base, a channel management system and the like, are inconsistent in an interaction process, and different data formats cannot be transmitted. Therefore, when different systems are accessed to the sales management system, the data format conversion system needs to be developed independently to complete the data format conversion of the different access systems, so as to realize the butt joint with the sales management system, which results in excessive manpower input, and each access system needs to develop the data format conversion function independently, so that the accessibility and maintainability of the whole system are greatly reduced.
Disclosure of Invention
The technical problem to be solved by the present invention is to provide a method and a system for managing configuration information in a distributed system, aiming at the defects of the prior art.
The technical scheme for solving the technical problems is as follows:
a data format conversion method, comprising the steps of:
acquiring data information to be converted, a target data format and a target data protocol;
determining a target conversion template and a screening condition according to the data information to be converted, the target data format and the target data protocol;
screening out pre-conversion data information meeting the screening condition from the data information to be converted;
and converting the pre-conversion data information according to the target conversion template to generate target data.
The invention has the beneficial effects that: the data format conversion method includes the steps of obtaining data information to be converted, a target data format and a target data protocol, determining a target conversion template and screening conditions according to the data information to be converted, the target data format and the target data protocol, screening pre-conversion data information meeting the screening conditions from the data information to be converted, and converting the pre-conversion data information according to the target conversion template to generate target data. The method provided by the invention does not need to be realized by a large amount of codes, realizes the light-weight data format conversion, improves the accessibility and maintainability of the system and facilitates the access of an external system.
On the basis of the technical scheme, the invention can be further improved as follows.
Further, the determining a target conversion template and a screening condition according to the data information to be converted, the target data format and the target data protocol specifically includes:
extracting data of the data information to be converted to obtain a keyword;
and matching the keywords, the target data format and the target data protocol in a conversion template library to obtain the target conversion template and the screening condition.
The beneficial effect of adopting the further scheme is that: the data extraction is carried out on the data information to be converted to obtain keywords, the target data format and the target data protocol are matched in the conversion template base to obtain a target conversion template and screening conditions, and the accuracy of extracting key contents in the data information to be converted is improved.
Further, the converting the pre-conversion data information according to the target conversion template to generate target data specifically includes:
generating an object extraction grammar instruction according to the target conversion template;
extracting data from the pre-conversion data information through the object extraction grammar instruction to obtain object data;
and encapsulating the object data according to the target data protocol to obtain the target data.
Further, the extracting, by the object extraction syntax instruction, data of the pre-conversion data information to obtain object data specifically includes:
recording the times of data extraction of the pre-conversion data information and pre-object data to form pre-object data cycle information;
determining the cycle number of the object extraction grammar instruction according to the circulation information of the pre-object data;
according to the object extraction grammar instruction and the cycle times, sequentially splicing the pre-object data in the pre-object data cycle information to form a sequence text;
and mapping the object data in the sequence text into the target data one by one according to the object extraction grammar instruction until the object extraction grammar instruction detects that the sequence text is a preset result to obtain the object data.
Further, the generating an object extraction grammar instruction according to the target conversion template specifically includes:
and according to the nesting relation in the target conversion template, extracting the grammatical instruction of the target conversion template in a recursive mode to obtain the object extraction grammatical instruction.
Another technical solution of the present invention for solving the above technical problems is as follows:
a data format conversion device comprises the following modules:
the acquisition module is used for acquiring data information to be converted, a target data format and a target data protocol;
the processing module is used for determining a target conversion template and a screening condition according to the data information to be converted, the target data format and the target data protocol;
screening out pre-conversion data information meeting the screening condition from the data information to be converted;
and the conversion module is used for converting the pre-conversion data information according to the target conversion template to generate target data.
The invention has the beneficial effects that: the data format conversion device comprises a data processing module, a data format conversion module and a data format conversion module. The device provided by the invention realizes the conversion of lightweight data format, improves the accessibility and maintainability of the system and facilitates the access of an external system.
On the basis of the technical scheme, the invention can be further improved as follows.
Further, the processing module is specifically configured to perform data extraction on the data information to be converted to obtain a keyword;
and matching the keywords, the target data format and the target data protocol in a conversion template library to obtain the target conversion template and the screening condition.
Further, the conversion module is specifically configured to generate an object extraction grammar instruction according to the target conversion template;
extracting data from the pre-conversion data information through the object extraction grammar instruction to obtain object data;
and encapsulating the object data according to the target data protocol to obtain the target data.
In addition, the present invention also provides a computer-readable storage medium, which includes instructions, when the instructions are run on a computer, the instructions cause the computer to execute the steps of the data format conversion method according to any one of the above technical solutions.
The invention also provides a computer device, which comprises a memory, a processor and a computer program stored in the memory and capable of running on the processor, wherein the processor executes the program to realize the steps of the data format conversion method according to any one of the above technical schemes.
Advantages of additional aspects of the invention will be set forth in part in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention.
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In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings needed to be used in the embodiments of the present invention or in the description of the prior art will be briefly described below, and it is obvious that the drawings described below are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings can be obtained according to the drawings without creative efforts.
Fig. 1 is a schematic flowchart of a data format conversion method according to an embodiment of the present invention;
fig. 2 is a schematic structural diagram of a data format conversion device according to another embodiment of the present invention;
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, not all, embodiments of the present invention. All other embodiments, which can be obtained by a person skilled in the art without any inventive step based on the embodiments of the present invention, shall fall within the scope of protection of the present invention.
As shown in fig. 1, which is a schematic flow chart of a data format conversion method provided in an embodiment of the present invention, the data format conversion method includes the following steps:
110. and acquiring data information to be converted, a target data format and a target data protocol.
It should be understood that the format to be converted may be a raw data format, a JSON object markup JSON data format for JS objects, or a WMMP data format for wireless machine communication protocols, or the like. Correspondingly, the converted data format can also be an original data format, a JSON data format marked by JS object, a WMMP data format of wireless machine communication protocol, or the like. The data format to be converted is inconsistent with the converted data format.
120. And determining a target conversion template and a screening condition according to the data information to be converted, the target data format and the target data protocol.
It should be understood that the target conversion template may be a file stored in the target conversion database and storing various parameters of data format conversion, wherein the various parameters of data format conversion include a target format of data format conversion, a list of data format conversion algorithms, and the like, and the configuration file may be an XML format file or a JSON format file.
The target data format is a format of target data converted from a data format, wherein the target data format can be defined according to the requirements of the target data and is labeled by different labels. For example, one format of XML object data may be represented by the tag "XML format 1", and another format of XML object data may be represented by the tag "XML format 2".
The data format conversion list converts the data format used in the data format conversion in the form of a linear table. In the data format conversion list, each data format conversion algorithm may be stored in a linear table of a sequential structure, or may be stored in a linear table of a chain structure.
In the data format conversion algorithm list, a data format conversion algorithm is represented by a name of the data format conversion algorithm, input parameters, and output parameters. In addition, only one data format conversion algorithm may be stored in the data format conversion algorithm list, or two or more data format conversion algorithms may be stored. When two or more data format conversion algorithms are stored in the data format conversion algorithm list, two or more data conversion operations need to be performed on the original data when data format conversion is performed on the original data.
130. And screening out pre-conversion data information meeting the screening condition from the data information to be converted.
It should be understood that the content of the data information to be converted is many, and the required data information needs to be screened out and stored as the pre-conversion data information, so that the efficiency of data conversion can be improved.
140. And converting the pre-conversion data information according to the target conversion template to generate target data.
According to the de1 data format conversion method provided by the embodiment, the data information to be converted, the target data format and the target data protocol are obtained, the target conversion template and the screening condition are determined according to the data information to be converted, the target data format and the target data protocol, the pre-conversion data information meeting the screening condition is screened from the data information to be converted, and the pre-conversion data information is converted according to the target conversion template to generate the target data. The embodiment does not need to realize a large amount of codes, realizes lightweight data format conversion, improves the accessibility and maintainability of the system, and facilitates the access of an external system.
Further, the determining a target conversion template and a screening condition according to the data information to be converted, the target data format and the target data protocol specifically includes:
extracting data of the data information to be converted to obtain a keyword;
and matching the keywords, the target data format and the target data protocol in a conversion template library to obtain the target conversion template and the screening condition.
Further, the converting the pre-conversion data information according to the target conversion template to generate target data specifically includes:
generating an object extraction grammar instruction according to the target conversion template;
extracting data from the pre-conversion data information through the object extraction grammar instruction to obtain object data;
and encapsulating the object data according to the target data protocol to obtain the target data.
Further, the extracting, by the object extraction syntax instruction, data of the pre-conversion data information to obtain object data specifically includes:
recording the times of data extraction of the pre-conversion data information and pre-object data to form pre-object data cycle information;
determining the cycle number of the object extraction grammar instruction according to the circulation information of the pre-object data;
according to the object extraction grammar instruction and the cycle times, sequentially splicing the pre-object data in the pre-object data cycle information to form a sequence text;
and mapping the object data in the sequence text into the target data one by one according to the object extraction grammar instruction until the object extraction grammar instruction detects that the sequence text is a preset result to obtain the object data.
Further, the generating an object extraction grammar instruction according to the target conversion template specifically includes:
and according to the nesting relation in the target conversion template, extracting the grammatical instruction of the target conversion template in a recursive mode to obtain the object extraction grammatical instruction.
Fig. 2 is a schematic structural diagram of a data conversion apparatus according to an embodiment of the present invention;
the data conversion device comprises the following modules:
the acquisition module is used for acquiring data information to be converted, a target data format and a target data protocol;
the processing module is used for determining a target conversion template and a screening condition according to the data information to be converted, the target data format and the target data protocol;
screening out pre-conversion data information meeting the screening condition from the data information to be converted;
and the conversion module is used for converting the pre-conversion data information according to the target conversion template to generate target data.
Based on the data format conversion device provided by the embodiment, the data information to be converted, the target data format and the target data protocol are acquired, the target conversion template and the screening condition are determined according to the data information to be converted, the target data format and the target data protocol, the pre-conversion data information meeting the screening condition is screened from the data information to be converted, and the pre-conversion data information is converted according to the target conversion template to generate the target data. The device provided by the invention realizes the conversion of lightweight data format, improves the accessibility and maintainability of the system and facilitates the access of an external system.
Further, the processing module is specifically configured to perform data extraction on the data information to be converted to obtain a keyword;
and matching the keywords, the target data format and the target data protocol in a conversion template library to obtain the target conversion template and the screening condition.
Further, the conversion module is specifically configured to record the number of times of data extraction performed on the pre-conversion data information and pre-object data, and form pre-object data cycle information;
determining the cycle number of the object extraction grammar instruction according to the circulation information of the pre-object data;
according to the object extraction grammar instruction and the cycle times, sequentially splicing the pre-object data in the pre-object data cycle information to form a sequence text;
and mapping the object data in the sequence text into the target data one by one according to the object extraction grammar instruction until the object extraction grammar instruction detects that the sequence text is a preset result to obtain the object data.
Furthermore, the present invention also provides a computer-readable storage medium including instructions that, when executed on a computer, cause the computer to perform the steps of the data format conversion method according to any one of the above embodiments.
The present invention also provides a computer device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, the processor implementing the steps of the data format conversion method as described in any of the above embodiments when executing the program.
It will be apparent to those skilled in the art that, for convenience and brevity of description, only the above-mentioned division of the functional units and modules is illustrated, and in practical applications, the above-mentioned function distribution may be performed by different functional units and modules according to needs, that is, the internal structure of the apparatus is divided into different functional units or modules to perform all or part of the above-mentioned functions. Each functional unit and module in the embodiments may be integrated in one processing unit, or each unit may exist alone physically, or two or more units are integrated in one unit, and the integrated unit may be implemented in a form of hardware, or in a form of software functional unit. In addition, specific names of the functional units and modules are only for convenience of distinguishing from each other, and are not used for limiting the protection scope of the present application. The specific working processes of the units and modules in the system may refer to the corresponding processes in the foregoing method embodiments, and are not described herein again.
In the above embodiments, the descriptions of the respective embodiments have respective emphasis, and reference may be made to the related descriptions of other embodiments for parts that are not described or illustrated in a certain embodiment.
Those of ordinary skill in the art will appreciate that the various illustrative elements and algorithm steps described in connection with the embodiments disclosed herein may be implemented as electronic hardware or combinations of computer software and electronic hardware. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the implementation. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present invention.
In the embodiments provided in the present invention, it should be understood that the disclosed apparatus/terminal device and method may be implemented in other ways. For example, the above-described embodiments of the apparatus/terminal device are merely illustrative, and for example, the division of the modules or units is only one logical division, and there may be other divisions when actually implemented, 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, devices 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. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.
The integrated modules/units, if implemented in the form of software functional units and sold or used as separate products, may be stored in a computer readable storage medium.
Based on such understanding, all or part of the flow of the method according to the embodiments of the present invention may also be implemented by a computer program, which may be stored in a computer-readable storage medium, and when the computer program is executed by a processor, the steps of the method embodiments may be implemented. Wherein the computer program comprises computer program code, which may be in the form of source code, object code, an executable file or some intermediate form, etc. The computer-readable medium may include: any entity or device capable of carrying the computer program code, recording medium, usb disk, removable hard disk, magnetic disk, optical disk, computer Memory, Read-Only Memory (ROM), Random Access Memory (RAM), electrical carrier wave signals, telecommunications signals, software distribution medium, and the like. It should be noted that the computer readable medium may contain other components which may be suitably increased or decreased as required by legislation and patent practice in jurisdictions, for example, in some jurisdictions, computer readable media which may not include electrical carrier signals and telecommunications signals in accordance with legislation and patent practice.
The above-mentioned embodiments are only used for illustrating the technical solutions of the present invention, and not for limiting the same; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; such modifications and substitutions do not substantially depart from the spirit and scope of the embodiments of the present invention, and are intended to be included within the scope of the present invention.
Claims (10)
1. A data format conversion method, comprising the steps of:
acquiring data information to be converted, a target data format and a target data protocol;
determining a target conversion template and a screening condition according to the data information to be converted, the target data format and the target data protocol;
screening out pre-conversion data information meeting the screening condition from the data information to be converted;
and converting the pre-conversion data information according to the target conversion template to generate target data.
2. The data format conversion method according to claim 1, wherein the determining a target conversion template and a screening condition according to the data information to be converted, the target data format, and the target data protocol specifically includes:
extracting data of the data information to be converted to obtain a keyword;
and matching the keywords, the target data format and the target data protocol in a conversion template library to obtain the target conversion template and the screening condition.
3. The data format conversion method according to claim 2, wherein the converting the pre-conversion data information according to the target conversion template to generate target data specifically includes:
generating an object extraction grammar instruction according to the target conversion template;
extracting data from the pre-conversion data information through the object extraction grammar instruction to obtain object data;
and encapsulating the object data according to the target data protocol to obtain the target data.
4. The data format conversion method according to claim 3, wherein the extracting the pre-conversion data information by the object extraction syntax instruction to obtain the object data specifically includes:
recording the times of data extraction of the pre-conversion data information and pre-object data to form pre-object data cycle information;
determining the cycle number of the object extraction grammar instruction according to the circulation information of the pre-object data;
according to the object extraction grammar instruction and the cycle times, sequentially splicing the pre-object data in the pre-object data cycle information to form a sequence text;
and mapping the object data in the sequence text into the target data one by one according to the object extraction grammar instruction until the object extraction grammar instruction detects that the sequence text is a preset result to obtain the object data.
5. The data format conversion method according to claim 1, wherein the generating an object extraction grammar instruction according to the target conversion template specifically includes:
and according to the nesting relation in the target conversion template, extracting the grammatical instruction of the target conversion template in a recursive mode to obtain the object extraction grammatical instruction.
6. A data format conversion apparatus, characterized by comprising the steps of:
the acquisition module is used for acquiring data information to be converted, a target data format and a target data protocol;
the processing module is used for determining a target conversion template and a screening condition according to the data information to be converted, the target data format and the target data protocol;
screening out pre-conversion data information meeting the screening condition from the data information to be converted;
and the conversion module is used for converting the pre-conversion data information according to the target conversion template to generate target data.
7. The data format conversion device according to claim 6,
the processing module is specifically used for extracting data of the data information to be converted to obtain a keyword;
and matching the keywords, the target data format and the target data protocol in a conversion template library to obtain the target conversion template and the screening condition.
8. The data format conversion device according to claim 7, characterized in that:
the conversion module is specifically used for generating an object extraction grammar instruction according to the target conversion template;
extracting data from the pre-conversion data information through the object extraction grammar instruction to obtain object data;
and encapsulating the object data according to the target data protocol to obtain the target data.
9. A computer-readable storage medium comprising instructions, which when run on a computer, cause the computer to perform the steps of the data format conversion method according to any one of claims 1-5.
10. A computer device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the processor implements the steps of the data format conversion method according to any one of claims 1-5 when executing the program.
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| CN114095584A (en) * | 2021-11-29 | 2022-02-25 | 重庆忽米网络科技有限公司 | Model conversion and construction method of industrial equipment data and readable storage medium |
| CN114595845A (en) * | 2022-03-10 | 2022-06-07 | 北京百度网讯科技有限公司 | Device information management method, device, electronic device and storage medium |
| CN115098788A (en) * | 2022-07-25 | 2022-09-23 | 广州市盛望信息科技有限公司 | Recommendation method for massive digital information |
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