CN112084765A - Automatic classification method and device, electronic equipment and storage medium - Google Patents
Automatic classification method and device, electronic equipment and storage medium Download PDFInfo
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- 238000004590 computer program Methods 0.000 claims description 10
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- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/205—Parsing
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Abstract
The embodiment of the invention provides an automatic classification method, an automatic classification device, electronic equipment and a storage medium, wherein the method comprises the following steps: acquiring a service name of a newly added service of a service registration center, wherein the service is named based on a preset naming rule so that the service name comprises a field for representing the category of the service; analyzing the service name to obtain the field corresponding to the service name; determining the class of the service according to the field; the embodiment of the invention specifies the field for representing the service category in advance when the service newly registered by the service registration center is named, so that the service name of the newly added service can be obtained and analyzed to obtain the field, and then the service category can be determined based on the field; the full automation of service classification is realized, the traditional operation of manual classification of development services is improved, and the development and use efficiency is improved.
Description
Technical Field
The present invention relates to the field of computer technologies, and in particular, to an automatic classification method and apparatus, an electronic device, and a storage medium.
Background
With the continuous evolution of the prior art architecture, the service development requirements of various internet companies and the micro service architecture become mainstream, the requirements of a front-end function display service system and an open platform are increased, but the service registration center only stores the service after the service of the service system or the open platform is started and registered in the registration center, but the newly added service type is unknown to the registration center, so that the front end cannot automatically display the newly added service.
In order to realize the front-end function display service system service or open platform service, especially new service, the conventional means is to manually fill in the service name and category from the front end, but the problems of untimely front-end display and excessive workload of operators are caused.
Therefore, how to provide a method for conveniently and rapidly classifying the newly added services becomes a problem to be solved urgently.
Disclosure of Invention
The embodiment of the invention provides an automatic classification method, an automatic classification device, electronic equipment and a storage medium, which are used for overcoming the defects that the front-end display is not timely and the workload of operators is overlarge when newly adding services in the prior art and realizing convenient and quick classification of the newly added services.
In a first aspect, an embodiment of the present invention provides an automatic classification method, including:
acquiring a service name of a newly added service of a service registration center, wherein the service is named based on a preset naming rule so that the service name comprises a field for representing the category of the service;
analyzing the service name to obtain the field corresponding to the service name;
and determining the class of the service according to the field.
According to an embodiment of the present invention, the automatic classification method includes: a service system and an open platform.
According to an embodiment of the present invention, the service name includes a field for characterizing a category of the service, and specifically includes:
the service name of the service with the category as the service system comprises a first preset field corresponding to the service system; and/or
The service name of the service with the category of the open platform comprises a second preset field corresponding to the service system;
the first preset field is different from the second preset field.
According to an embodiment of the present invention, the determining the category of the service according to the field includes:
after the field corresponding to the service name is determined to be a first preset field, determining the type of the service to be a service system, and otherwise, determining the type of the service to be an open platform; and/or
And after the field corresponding to the service name is determined to be a second preset field, determining the type of the service to be an open platform, otherwise, determining the type of the service to be a service system.
According to an embodiment of the present invention, after determining the class of the service according to the field, the method further includes:
and storing the service and the category thereof into a database table for displaying after the front end acquires the service and the category thereof.
According to an embodiment of the automatic classification method of the present invention, before storing the service and its category in a database table, the method further includes:
establishing a database table;
for each registered service in the service registration center, analyzing the service name of the registered service to obtain a field corresponding to the service name of the registered service, and determining the category of the registered service according to the field;
and storing all registered services in the service registration center and the categories respectively corresponding to all services into the database table.
According to an embodiment of the present invention, the method for automatically classifying, obtaining a service name of a newly added service of a service registry, includes:
and acquiring the service name of the newly added service from an interface provided by the service registration center.
In a second aspect, an embodiment of the present invention provides an automatic classification apparatus, including:
the system comprises an acquisition module, a storage module and a processing module, wherein the acquisition module is used for acquiring a service name of a newly added service of a service registration center, and the service is named based on a preset naming rule so that the service name comprises a field for representing the category of the service;
the analysis module is used for analyzing the service name to obtain the field corresponding to the service name;
and the determining module is used for determining the service category according to the field.
In a third aspect, an embodiment of the present invention provides an electronic device, which includes a memory, a processor, and a computer program stored in the memory and executable on the processor, where the processor implements the steps of the automatic classification method provided in the first aspect when executing the program.
In a fourth aspect, an embodiment of the present invention provides a non-transitory computer-readable storage medium, on which a computer program is stored, which, when executed by a processor, implements the steps of the automatic classification method as provided in the first aspect.
According to the automatic classification method, the automatic classification device, the electronic equipment and the storage medium, the field for representing the type of the service is preset during naming of the newly registered service of the service registration center, so that after the service name of the newly added service is obtained and analyzed to obtain the field, the type of the service can be determined based on the field; the full automation of service classification is realized, the traditional operation of manual classification of development services is improved, and the development and use efficiency is improved.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and those skilled in the art can also obtain other drawings according to the drawings without creative efforts.
FIG. 1 is a flow chart of an automatic classification method according to an embodiment of the present invention;
FIG. 2 is a flow chart of an automatic classification method according to another embodiment of the present invention;
FIG. 3 is a schematic structural diagram of an automatic sorting apparatus according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of an electronic device according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, 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, but not all, embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
For the traditional business function display implementation, because the subsequently added business system functions are unknown, manual database table data entry can be performed only after business development is completed, and the data entry is classified during the entry (for example, a service is added, the service name is xxx, the service category is a business system, and the like), so that the front end can acquire and display the data, and the embodiments of the invention provide the following methods for solving the problem of the data entry mode after the manual classification: when the newly added service is started, the service classification can be automatically carried out through a program, and further, the automatic entry and use of related data can be realized.
The inventive concept of each embodiment of the invention is as follows: the service newly registered by the service registry specifies a field for representing the category of the service in advance during naming, so that after the service name of the newly added service is acquired and analyzed to obtain the field, the category of the service can be determined based on the field.
Fig. 1 is a schematic flow chart of an automatic classification method according to an embodiment of the present invention, as shown in fig. 1, the method includes:
in particular, microservice is a distributed service architecture that includes more than one class of service; in the microservice architecture, a registry is one of the most core basic services, and when each service is started, its own information (for example, service name) is registered in the registry, and the registry stores the data. The service list of the service registry displays all the registered service names, so that the service names of all the services can be acquired from the registry.
In this embodiment, in order to implement automatic classification of the newly added service, different types of services may be first distinguished in naming, that is, the service name may be named based on a preset naming rule, so that the service name of the newly added service includes a field that may be used to represent the type of the service. For example, a business system service name pmp-xxx-system, open platform service name: api-pmp-xxx-system. I.e. an api field is added to the service name of the open platform service class. It is understood that naming rules are self-imposed rules.
specifically, the service registration center can only store the service name as a whole, and therefore, the registration center cannot acquire the field in the service name, that is, cannot acquire the category of the corresponding service;
in this embodiment, after the service name of the newly added service is obtained, the service name may be analyzed by writing a program, so as to obtain a field in the service name for representing the category of the service.
And step 120, determining the service type according to the field.
Specifically, since a field for representing the category of the newly added service is obtained after the parsing, the category of the service can be determined according to the field.
For example, if the field obtained after resolving the first three digits of a service name is an api for representing that the class is an open platform service, the service is considered as the open platform service and is stored.
According to the automatic classification method provided by the embodiment of the invention, the field for representing the type of the service is preset during naming of the newly registered service of the service registration center, so that the type of the service can be determined based on the field after the service name of the newly added service is obtained and analyzed to obtain the field; the full automation of service classification is realized, the traditional operation of manual classification of development services is improved, and the development and use efficiency is improved.
Optionally, on the basis of the foregoing embodiments, the service categories include: a service system and an open platform.
Specifically, the microservice is a distributed service architecture, which includes: background services of the business system, such as search services in a search engine; and open platform services that provide external user invocation, such as two-dimensional code scanning services in search engines.
Optionally, on the basis of the foregoing embodiments, the service name includes a field for characterizing a category of the service, and specifically includes:
the service name of the service with the category as the service system comprises a first preset field corresponding to the service system; and/or
The service name of the service with the category of the open platform comprises a second preset field corresponding to the service system;
the first preset field is different from the second preset field.
In particular, the role of the service naming rule is mainly to distinguish the API service of the business system and the open platform.
In this embodiment, a first preset field may be added to the service name of the service system in a specified category, and the service name of the service in an open platform in a category is unchanged; the service name of the service with the type as the service system can be also specified to be unchanged, and a second preset field is added to the service name of the service with the type as the open platform; in this embodiment, it may be further specified that a first preset field is added to the service name of the service system in the category, and a second preset field is added to the service name of the service of the open platform in the category.
For example, if the service name of the service with the specified category as the service system is not changed, the service name of the service with the category as the open platform is added with a second preset field, wherein the second preset field is API, the service system naming rule "service name of the service system", and the open platform API naming rule "API-open platform service name".
Optionally, on the basis of the foregoing embodiments, the determining the category of the service according to the field includes:
after the field corresponding to the service name is determined to be a first preset field, determining the type of the service to be a service system, and otherwise, determining the type of the service to be an open platform; and/or
And after the field corresponding to the service name is determined to be a second preset field, determining the type of the service to be an open platform, otherwise, determining the type of the service to be a service system.
Specifically, if a first preset field is added to a service name of a service with a specified category as a service system, and the service name of the service with the category as an open platform is not changed, after the service name of a certain service is analyzed to obtain a field corresponding to the service name, if the field is determined to be the first preset field, the service can be determined to be the service of the service system; if the field is analyzed not to be the first preset field, the service can be determined to be the open platform service;
if the service name of the service with the specified category as the service system is not changed and a second preset field is added to the service name of the service with the category as the open platform, after the service name of a certain service is analyzed to obtain a field corresponding to the service name, the field is determined to be the second preset field, and then the service can be determined to be the open platform service; if the field is analyzed not to be the second preset field, the service can be determined to be the service of the business system;
if the specified type is that the first preset field is added to the service name of the service system, the type is that the second preset field is added to the service name of the service of the open platform; after the service name of a certain service is analyzed to obtain the field corresponding to the service name, if the field is determined to be the first preset field, the service can be determined to be the service system service, and if the field is determined to be the second preset field, the service can be determined to be the open platform service.
For example, if a service system naming rule "service system service name" is specified, an open platform API service naming rule "API-open platform service name" is analyzed for the first three digits of the service name, and if the analyzed field is API, the field is stored as open platform service; and if the analyzed result is not the api, serving the business system.
It can be understood that the first preset field or the second preset field may be set at any position of the service name, which is not limited in this embodiment, and when the service name is parsed, only the position corresponding to the field is parsed. For example, if the naming convention specifies the API service naming convention "open platform service name-API", the three digits after the service name are resolved. It can be understood that the first preset field or the second preset field may be any preset field, which is not limited in this embodiment, and the first preset field and the second preset field may be different.
Optionally, on the basis of the foregoing embodiments, after determining the category of the service according to the field, the method further includes:
and storing the service and the category thereof into a database table for displaying after the front end acquires the service and the category thereof.
Specifically, in order to enable the front end to normally acquire the classified services, the service names, categories, and other related information of the classified sub-services may be stored in a database table for the front end to display after acquiring.
Fig. 2 is a schematic flow chart of an automatic classification method according to another embodiment of the present invention, as shown in fig. 2, if 4 services are added, the service system service 1, the service system service 2, the open platform API service 1, and the open platform API service 2 are respectively provided; it will be appreciated that for a more accurate representation here, it is therefore directly named by category, in fact the newly added category of 4 services is unknown at this time. After the newly added service is started, the newly added service is registered in the service registration center, after the service registration center stores the service name of the newly added service, the service name can be obtained from the service registration center and the corresponding field can be analyzed, the respective categories of the 4 newly added services are obtained, and finally, the information of the service name, the category and the like of each newly added service is stored in a database table for being used by a front-end function.
The method and the device solve the problem that in the prior art, the newly added service cannot be automatically classified, and the service name and the category can only be manually filled and input from the front end, realize that the automatically classified service is stored through the database table and fed back to the front end for specific display, namely realize that when the newly added service is started, the input and use of the service related data can be automatically carried out.
Optionally, on the basis of the foregoing embodiments, before storing the service and the category thereof in a database table, the method further includes:
establishing a database table;
for each registered service in the service registration center, analyzing the service name of the registered service to obtain a field corresponding to the service name of the registered service, and determining the category of the registered service according to the field;
and storing all registered services in the service registration center and the categories respectively corresponding to all services into the database table.
Specifically, before storing the service names, the categories and other related information of the classified sub-services in the database table, a database table may be first established, fields in the table include the service names, the service categories and the like, and the stored data is used for feeding back to the front end to perform specific display and use.
After a database table is established, all registered services in the service registration center can be automatically classified, and then service names and classes are stored in the designed database table according to respective classification.
It can be understood that, for each registered service in the service registry, the steps and methods for performing automatic classification are the same as those for automatically classifying a newly added service, and the obtained service name is firstly analyzed to obtain the field corresponding to the service name, and the category of the field is determined according to the field.
Optionally, on the basis of the foregoing embodiments, the acquiring a service name of a newly added service of the service registration center includes:
and acquiring the service name of the newly added service from an interface provided by the service registration center.
Specifically, in this embodiment, when the service name of the newly added service is obtained, the service name may be obtained from an interface provided by the service registration center; it is understood that the service name of other registered services may be acquired from an interface provided by the service registry.
According to the automatic classification method provided by the embodiment of the invention, the field for representing the type of the service is preset during naming of the newly registered service of the service registration center, so that the type of the service can be determined based on the field after the service name of the newly added service is obtained and analyzed to obtain the field; the full automation of service classification is realized, the traditional operation of manual classification of development services is improved, and the development and use efficiency is improved.
The following describes the automatic classification device provided in the embodiment of the present invention, and the automatic classification device described below and the automatic classification method described above may be referred to in correspondence with each other.
Fig. 3 is a schematic structural diagram of an automatic sorting apparatus according to an embodiment of the present invention, and as shown in fig. 3, the apparatus includes: an obtaining module 310, an analyzing module 320 and a determining module 330;
wherein:
the obtaining module 310 is configured to obtain a service name of a service newly added to the service registry, where the service is named based on a preset naming rule, so that the service name includes a field for representing a category of the service;
the parsing module 320 is configured to parse the service name to obtain the field corresponding to the service name;
the determining module 330 is configured to determine the category of the service according to the field.
Specifically, the automatic classification device obtains a service name of a newly added service of the service registry through the obtaining module 310, and analyzes the service name through the analyzing module 320 to obtain a field corresponding to the service name and used for representing the category of the service; finally, the determination module 330 determines the class of the service according to the field.
According to the automatic classification device provided by the embodiment of the invention, the field for representing the type of the service is preset during naming of the newly registered service of the service registration center, so that the type of the service can be determined based on the field after the service name of the newly added service is obtained and analyzed to obtain the field; the full automation of service classification is realized, the traditional operation of manual classification of development services is improved, and the development and use efficiency is improved.
Fig. 4 is a schematic structural diagram of an electronic device according to an embodiment of the present invention, and as shown in fig. 4, the electronic device may include: a processor (processor)410, a communication Interface 420, a memory (memory)430 and a communication bus 440, wherein the processor 410, the communication Interface 420 and the memory 430 are communicated with each other via the communication bus 440. Processor 410 may call logic instructions in memory 430 to perform an auto-classification method comprising:
acquiring a service name of a newly added service of a service registration center, wherein the service is named based on a preset naming rule so that the service name comprises a field for representing the category of the service;
analyzing the service name to obtain the field corresponding to the service name;
and determining the class of the service according to the field.
In addition, the logic instructions in the memory 430 may be implemented in the form of software functional units and stored in a computer readable storage medium when the software functional units are sold or used as independent products. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
In another aspect, an embodiment of the present invention further provides a computer program product, where the computer program product includes a computer program stored on a non-transitory computer-readable storage medium, the computer program includes program instructions, and when the program instructions are executed by a computer, the computer can execute the automatic classification method provided by the above-mentioned method embodiments, where the method includes:
acquiring a service name of a newly added service of a service registration center, wherein the service is named based on a preset naming rule so that the service name comprises a field for representing the category of the service;
analyzing the service name to obtain the field corresponding to the service name;
and determining the class of the service according to the field.
In yet another aspect, an embodiment of the present invention further provides a non-transitory computer-readable storage medium, on which a computer program is stored, where the computer program is implemented by a processor to perform the automatic classification method provided in the foregoing embodiments, and the method includes:
acquiring a service name of a newly added service of a service registration center, wherein the service is named based on a preset naming rule so that the service name comprises a field for representing the category of the service;
analyzing the service name to obtain the field corresponding to the service name;
and determining the class of the service according to the field.
The above-described embodiments of the apparatus are merely illustrative, and 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 modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment. One of ordinary skill in the art can understand and implement it without inventive effort.
Through the above description of the embodiments, those skilled in the art will clearly understand that each embodiment can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware. With this understanding in mind, the above-described technical solutions may be embodied in the form of a software product, which can be stored in a computer-readable storage medium such as ROM/RAM, magnetic disk, optical disk, etc., and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the methods described in the embodiments or some parts of the embodiments.
Finally, it should be noted that: the above examples are only intended to illustrate the technical solution of the present invention, but not to limit it; 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; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.
Claims (10)
1. An automatic classification method, comprising:
acquiring a service name of a newly added service of a service registration center, wherein the service is named based on a preset naming rule so that the service name comprises a field for representing the category of the service;
analyzing the service name to obtain the field corresponding to the service name;
and determining the class of the service according to the field.
2. The automatic classification method according to claim 1, characterized in that the classes of service comprise: a service system and an open platform.
3. The automatic classification method according to claim 2, characterized in that the service name comprises a field for characterizing the class of the service, in particular comprising:
the service name of the service with the category as the service system comprises a first preset field corresponding to the service system; and/or
The service name of the service with the category of the open platform comprises a second preset field corresponding to the service system;
the first preset field is different from the second preset field.
4. The automatic classification method according to claim 3, wherein the determining the class of the service according to the field comprises:
after the field corresponding to the service name is determined to be a first preset field, determining the type of the service to be a service system, and otherwise, determining the type of the service to be an open platform; and/or
And after the field corresponding to the service name is determined to be a second preset field, determining the type of the service to be an open platform, otherwise, determining the type of the service to be a service system.
5. The automatic classification method according to any one of claims 1 to 4, characterized in that, after determining the class of the service according to the field, the method further comprises:
and storing the service and the category thereof into a database table for displaying after the front end acquires the service and the category thereof.
6. The automated classification method according to claim 5, characterized in that before storing the services and their categories in a database table, the method further comprises:
establishing a database table;
for each registered service in the service registration center, analyzing the service name of the registered service to obtain a field corresponding to the service name of the registered service, and determining the category of the registered service according to the field;
and storing all registered services in the service registration center and the categories respectively corresponding to all services into the database table.
7. The automatic classification method according to any one of claims 1 to 4, wherein the obtaining of the service name of the newly added service of the service registry comprises:
and acquiring the service name of the newly added service from an interface provided by the service registration center.
8. An automatic sorting device, comprising:
the system comprises an acquisition module, a storage module and a processing module, wherein the acquisition module is used for acquiring a service name of a newly added service of a service registration center, and the service is named based on a preset naming rule so that the service name comprises a field for representing the category of the service;
the analysis module is used for analyzing the service name to obtain the field corresponding to the service name;
and the determining module is used for determining the service category according to the field.
9. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the steps of the automatic classification method according to any one of claims 1 to 7 are implemented when the program is executed by the processor.
10. A non-transitory computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the steps of the automatic classification method according to any one of claims 1 to 7.
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