CN116225568A - Management method, device and equipment of application system interface and storage medium - Google Patents
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Abstract
The invention discloses a management method, a device, equipment and a storage medium of an application system interface. The method comprises the following steps: acquiring network communication data of an application system; extracting input data and/or output data from the network communication data; and determining the application system interface information matched with the application system according to the input data and/or the output data. The technical scheme solves the problems of low management efficiency of the application system interface, poor reliability of the interface description document and the like, can realize the identification of the application system interface by analyzing the input and/or output data of the application system interface, improves the management efficiency of the application system interface and ensures the use reliability of the application system interface.
Description
Technical Field
The present invention relates to the field of data processing technologies, and in particular, to a method, an apparatus, a device, and a storage medium for managing an application system interface.
Background
As application system interactions become more complex, the management requirements for application system interfaces become more and more prominent. Before using the application system interface, it is necessary to know the service corresponding to the application system interface.
Currently, management of an application system interface is typically based on an interface specification document that is written directly by a developer or generated from annotations written by the developer.
However, content written by developers has a certain subjectivity, and consistency is difficult to ensure by different writing modes of the developers. The storage of interface specification documents also requires a certain time and labor cost. Therefore, a fast and accurate management manner is needed to maintain and manage the application system interface.
Disclosure of Invention
The invention provides a management method, a device, equipment and a storage medium of an application system interface, which are used for solving the problems of low management efficiency of the application system interface, poor reliability of an interface description document and the like, and can realize the identification of the application system interface by analyzing the input and/or output data of the application system interface, so that the management efficiency of the application system interface is improved, and the use reliability of the application system interface is ensured.
According to an aspect of the present invention, there is provided a method for managing an application system interface, the method including:
acquiring network communication data of an application system;
extracting input data and/or output data from the network communication data;
and determining the application system interface information matched with the application system according to the input data and/or the output data.
According to another aspect of the present invention, there is provided an apparatus for managing an application system interface, the apparatus comprising:
the communication data acquisition module is used for acquiring network communication data of the application system;
the input/output data extraction module is used for extracting input data and/or output data from the network communication data;
and the interface information determining module is used for determining application system interface information matched with the application system according to the input data and/or the output data.
According to another aspect of the present invention, there is provided an electronic apparatus including:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein,,
the memory stores a computer program executable by the at least one processor to enable the at least one processor to perform the method of managing an application system interface according to any one of the embodiments of the present invention.
According to another aspect of the present invention, there is provided a computer readable storage medium storing computer instructions for causing a processor to implement a method for managing an application system interface according to any embodiment of the present invention when executed.
According to the technical scheme, network communication data of an application system are obtained; extracting input data and/or output data from the network communication data; and determining the application system interface information matched with the application system according to the input data and/or the output data. The method solves the problems of low management efficiency of the application system interface, poor reliability of the interface description document and the like, can realize the identification of the application system interface by analyzing the input and/or output data of the application system interface, improves the management efficiency of the application system interface and ensures the use reliability of the application system interface.
It should be understood that the description in this section is not intended to identify key or critical features of the embodiments of the invention or to delineate the scope of the invention. Other features of the present invention will become apparent from the description that follows.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required for the description of the embodiments will be briefly described below, and it is apparent that the drawings in the following description are only some embodiments of the present invention, and other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a flowchart of a method for managing an application system interface according to a first embodiment of the present invention;
fig. 2 is a schematic structural diagram of a management device for an application system interface according to a second embodiment of the present invention;
fig. 3 is a schematic structural diagram of an electronic device implementing a method for managing an application system interface according to an embodiment of the present invention.
Detailed Description
In order that those skilled in the art will better understand the present invention, a technical solution in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in which it is apparent that the described embodiments are only some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the present invention without making any inventive effort, shall fall within the scope of the present invention.
It should be noted that the terms "first," "second," and the like in the description and the claims of the present invention and the above figures are used for distinguishing between similar objects and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used may be interchanged where appropriate such that the embodiments of the invention described herein may be implemented in sequences other than those illustrated or otherwise described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus. The data acquisition, storage, use, processing and the like in the technical scheme meet the relevant regulations of national laws and regulations.
Example 1
Fig. 1 is a flowchart of a method for managing an application system interface according to an embodiment of the present invention, where the method may be implemented by an application system interface management device, and the device may be implemented in hardware and/or software, and the device may be configured in an electronic device. As shown in fig. 1, the method includes:
s110, acquiring network communication data of an application system.
The scheme can be executed by an interface management platform, and the interface management platform can carry out information communication with the application system to acquire network communication data of the application system. Wherein, the network communication data can be network protocol data packets; the network protocol data packet may include a request data packet received by the application system, a request data packet sent by the application system, a response data packet received by the application system, and a response data packet sent by the application system.
S120, extracting input data and/or output data from the network communication data.
The interface management product platform can extract communication content data in network communication data, wherein the communication content data can comprise data such as a message entity, a sender, a receiver and the like. Based on the communication content data, the interface management platform may determine input data and/or output data of the application system.
In this scheme, optionally, the extracting input data and/or output data from the network communication data includes:
and extracting input data and/or output data according to the network protocol matched with the network protocol data packet.
It is readily understood that the network communication data may involve different network protocols, such as the TCP/IP protocol (Transmission Control Protocol/Internet Protocol ), the UDP protocol (User Datagram Protocol, user Datagram protocol), and the HTTP protocol (Hyper Text Transfer Protocol ), among others. The interface management product platform can extract input data and/or output data in the network protocol data packet according to the network protocol matched with the network protocol data packet.
S130, determining application system interface information matched with the application system according to the input data and/or the output data.
The interface manager platform may perform preprocessing operations such as data cleansing on the extracted input data and/or output data. And the interface management platform can establish a data analysis model for analysis on the preprocessed input data and/or output data to obtain data characteristics. Such as determining the characteristics of the data type, data source, etc. of the input data and/or the output data.
In one possible implementation, the determining, according to the input data and/or the output data, application system interface information matched with the application system includes:
determining data characteristics of input data and/or output data;
and determining application system interface information matched with the application system according to the data characteristics.
In this aspect, the data features may include features such as data structure, data type, data size, and data source. The interface management platform can determine the data characteristics of the input data by reading the input data, and can determine the data characteristics of the output data by reading the output data. According to the data characteristics and the pre-acquired application system function information, the interface management platform can determine application system interface information matched with each application system interface in the application system. The application system interface information may include information such as functions of an application system interface, interface input, and interface output.
It should be noted that, the application system interface information generated by the interface management platform may be a function description of the application system interface according to a preset description rule. The description of the application system interface is performed, for example, in the order of application system interface name, number, interface input, computational logic, and interface output.
On the basis of the scheme, the data characteristics comprise a data structure, a data type and a data size;
the determining the application system interface information matched with the application system according to the data characteristics comprises the following steps:
and determining application system interface information matched with the application system based on a pre-established interface analysis model according to the data structure, the data type and the data size.
In this scheme, the interface analysis model may include a plurality of functional models, and the interface management platform may sequentially match data features of input data and/or output data of each application system interface with the functional models related to the application system. If the data characteristics are consistent with the data characteristics of the functional model, determining that the application system interface is matched with the functional model, and generating application system interface information of the application system interface according to the functional model. Specifically, the interface management platform may perform functional model matching according to the features such as the data structure, the data type, and the data size. Optionally, the data structure may include structured data and unstructured data; the data type may include a character type, a numerical type, a boolean type, and the like.
In a preferred embodiment, before determining application system interface information for application system matching based on the input data and/or the output data, the method further comprises:
acquiring known application system interface information in an application system;
according to the known application system interface information, an unknown application system interface in the application system is determined, and input data and/or output data matched with the unknown application system interface are determined.
Under the condition that part of the application system interface information is reserved completely, the interface management platform can infer unknown application system interface information according to the known application system interface information on the basis of input data and/or output data. Specifically, the interface management platform may obtain known application system interface information, and according to the application system interface known by the application system interface information, the interface management platform may determine an unknown application system interface in the application system. Meanwhile, the interface management platform can reject input data and/or output data of the application system interface with known application system interface information from the input data and/or the output data.
Based on the above scheme, the determining the application system interface information matched with the application system according to the input data and/or the output data includes:
and determining unknown application system interface information in the application system according to the input data and/or the output data matched with the unknown application system interface.
The interface management platform can determine data characteristics of input data and/or output data matched with an unknown application system interface, and determine application system interface information matched with an application system based on a pre-established interface analysis model according to data characteristics such as a data structure, a data type, a data size and the like.
In a specific scheme, the method for managing the interface information of the application system can include:
1. collecting the actual request of an application system, namely the input/output network communication data, through a network data collecting unit in the interface management platform;
2. extracting the actual request, namely input/output, in the communication content from the data packet in the network protocol through a network protocol preprocessing unit in the interface management platform, and extracting input/output data;
3. analyzing the collected communication data by an intelligent interface analysis unit in the interface management platform and combining an interface information base which is already analyzed and a self-built algorithm model of the intelligent interface analysis unit, identifying relevant characteristics of the collected data items, deducing and calculating by the algorithm model, and identifying an application system interface, wherein the intelligent interface analysis unit continuously perfects the algorithm model in the process so as to improve the accuracy of automatic identification of the application system interface;
4. and updating the identified interface information of the application system to an interface information base through an interface output unit in the interface management platform.
According to the technical scheme, network communication data of an application system are obtained; extracting input data and/or output data from the network communication data; and determining the application system interface information matched with the application system according to the input data and/or the output data. The method solves the problems of low management efficiency of the application system interface, poor reliability of the interface description document and the like, can realize the identification of the application system interface by analyzing the input and/or output data of the application system interface, improves the management efficiency of the application system interface and ensures the use reliability of the application system interface.
Example two
Fig. 2 is a schematic structural diagram of a management device for an application system interface according to a second embodiment of the present invention. As shown in fig. 2, the apparatus includes:
the communication data acquisition module 210 is configured to acquire network communication data of the application system;
an input/output data extraction module 220, configured to extract input data and/or output data from the network communication data;
the interface information determining module 230 is configured to determine application system interface information matched with the application system according to the input data and/or the output data.
In this scheme, optionally, the network communication data is a network protocol data packet;
the input/output data extraction module 220 is specifically configured to:
and extracting input data and/or output data according to the network protocol matched with the network protocol data packet.
In one possible implementation, the interface information determining module 230 includes:
a data characteristic determining unit for determining data characteristics of the input data and/or the output data;
and the interface information determining unit is used for determining application system interface information matched with the application system according to the data characteristics.
On the basis of the scheme, the data characteristics comprise a data structure, a data type and a data size;
the interface information determining unit is specifically configured to:
and determining application system interface information matched with the application system based on a pre-established interface analysis model according to the data structure, the data type and the data size.
Optionally, the data structure includes structured data and unstructured data; the data types include character type, numerical type and boolean type.
In another possible implementation, the apparatus further includes:
the known information acquisition module is used for acquiring known application system interface information in the application system;
the unknown interface data determining module is used for determining an unknown application system interface in the application system according to the known application system interface information and determining input data and/or output data matched with the unknown application system interface.
On the basis of the above scheme, optionally, the interface information determining module 230 is specifically configured to:
and determining unknown application system interface information in the application system according to the input data and/or the output data matched with the unknown application system interface.
The management device of the application system interface provided by the embodiment of the invention can execute the management method of the application system interface provided by any embodiment of the invention, and has the corresponding functional modules and beneficial effects of the execution method.
Example III
Fig. 3 shows a schematic diagram of an electronic device 310 that may be used to implement an embodiment of the invention. Electronic devices are intended to represent various forms of digital computers, such as laptops, desktops, workstations, personal digital assistants, servers, blade servers, mainframes, and other appropriate computers. Electronic equipment may also represent various forms of mobile devices, such as personal digital processing, cellular telephones, smartphones, wearable devices (e.g., helmets, glasses, watches, etc.), and other similar computing devices. The components shown herein, their connections and relationships, and their functions, are meant to be exemplary only, and are not meant to limit implementations of the inventions described and/or claimed herein.
As shown in fig. 3, the electronic device 310 includes at least one processor 311, and a memory communicatively connected to the at least one processor 311, such as a Read Only Memory (ROM) 312, a Random Access Memory (RAM) 313, etc., in which the memory stores computer programs executable by the at least one processor, and the processor 311 may perform various suitable actions and processes according to the computer programs stored in the Read Only Memory (ROM) 312 or the computer programs loaded from the storage unit 318 into the Random Access Memory (RAM) 313. In the RAM 313, various programs and data required for the operation of the electronic device 310 may also be stored. The processor 311, the ROM 312, and the RAM 313 are connected to each other through a bus 314. An input/output (I/O) interface 315 is also connected to bus 314.
Various components in electronic device 310 are connected to I/O interface 315, including: an input unit 316 such as a keyboard, mouse, etc.; an output unit 317 such as various types of displays, speakers, and the like; a storage unit 318 such as a magnetic disk, optical disk, or the like; and a communication unit 319 such as a network card, modem, wireless communication transceiver, or the like. The communication unit 319 allows the electronic device 310 to exchange information/data with other devices through a computer network such as the internet and/or various telecommunication networks.
The processor 311 may be a variety of general and/or special purpose processing components with processing and computing capabilities. Some examples of processor 311 include, but are not limited to, a Central Processing Unit (CPU), a Graphics Processing Unit (GPU), various specialized Artificial Intelligence (AI) computing chips, various processors running machine learning model algorithms, digital Signal Processors (DSPs), and any suitable processor, controller, microcontroller, etc. The processor 311 performs the various methods and processes described above, such as the management of application system interfaces.
In some embodiments, the method of managing an application system interface may be implemented as a computer program tangibly embodied on a computer-readable storage medium, such as storage unit 318. In some embodiments, some or all of the computer program may be loaded and/or installed onto the electronic device 310 via the ROM 312 and/or the communication unit 319. When the computer program is loaded into RAM 313 and executed by processor 311, one or more steps of the above-described management method of an application system interface may be performed. Alternatively, in other embodiments, the processor 311 may be configured to perform the management method of the application system interface in any other suitable manner (e.g., by means of firmware).
Various implementations of the systems and techniques described here above may be implemented in digital electronic circuitry, integrated circuit systems, field Programmable Gate Arrays (FPGAs), application Specific Integrated Circuits (ASICs), application Specific Standard Products (ASSPs), systems On Chip (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and/or combinations thereof. These various embodiments may include: implemented in one or more computer programs, the one or more computer programs may be executed and/or interpreted on a programmable system including at least one programmable processor, which may be a special purpose or general-purpose programmable processor, that may receive data and instructions from, and transmit data and instructions to, a storage system, at least one input device, and at least one output device.
A computer program for carrying out methods of the present invention may be written in any combination of one or more programming languages. These computer programs may be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus, such that the computer programs, when executed by the processor, cause the functions/acts specified in the flowchart and/or block diagram block or blocks to be implemented. The computer program may execute entirely on the machine, partly on the machine, as a stand-alone software package, partly on the machine and partly on a remote machine or entirely on the remote machine or server.
In the context of the present invention, a computer-readable storage medium may be a tangible medium that can contain, or store a computer program for use by or in connection with an instruction execution system, apparatus, or device. The computer readable storage medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. Alternatively, the computer readable storage medium may be a machine readable signal medium. More specific examples of a machine-readable storage medium would include an electrical connection based on 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.
To provide for interaction with a user, the systems and techniques described here can be implemented on an electronic device having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to a user; and a keyboard and a pointing device (e.g., a mouse or a trackball) through which a user can provide input to the electronic device. Other kinds of devices may also be used to provide for interaction with a user; for example, feedback provided to the user may be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form, including acoustic input, speech input, or tactile input.
The systems and techniques described here can be implemented in a computing system that includes a background component (e.g., as a data server), or that includes a middleware component (e.g., an application server), or that includes a front-end component (e.g., a user computer having a graphical user interface or a web browser through which a user can interact with an implementation of the systems and techniques described here), or any combination of such background, middleware, or front-end components. The components of the system can be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: local Area Networks (LANs), wide Area Networks (WANs), blockchain networks, and the internet.
The computing system may include clients and servers. The client and server are typically remote from each other and typically interact through a communication network. The relationship of client and server arises by virtue of computer programs running on the respective computers and having a client-server relationship to each other. The server can be a cloud server, also called a cloud computing server or a cloud host, and is a host product in a cloud computing service system, so that the defects of high management difficulty and weak service expansibility in the traditional physical hosts and VPS service are overcome.
It should be appreciated that various forms of the flows shown above may be used to reorder, add, or delete steps. For example, the steps described in the present invention may be performed in parallel, sequentially, or in a different order, so long as the desired results of the technical solution of the present invention are achieved, and the present invention is not limited herein.
The above embodiments do not limit the scope of the present invention. It will be apparent to those skilled in the art that various modifications, combinations, sub-combinations and alternatives are possible, depending on design requirements and other factors. Any modifications, equivalent substitutions and improvements made within the spirit and principles of the present invention should be included in the scope of the present invention.
Claims (10)
1. A method for managing an application system interface, the method comprising:
acquiring network communication data of an application system;
extracting input data and/or output data from the network communication data;
and determining the application system interface information matched with the application system according to the input data and/or the output data.
2. The method of claim 1, wherein the network communication data is a network protocol data packet;
the extracting the input data and/or the output data from the network communication data comprises the following steps:
and extracting input data and/or output data according to the network protocol matched with the network protocol data packet.
3. The method according to claim 1, wherein determining application system interface information for application system matching based on the input data and/or the output data comprises:
determining data characteristics of input data and/or output data;
and determining application system interface information matched with the application system according to the data characteristics.
4. A method according to claim 3, wherein the data characteristics include data structure, data type and data size;
the determining the application system interface information matched with the application system according to the data characteristics comprises the following steps:
and determining application system interface information matched with the application system based on a pre-established interface analysis model according to the data structure, the data type and the data size.
5. The method of claim 4, wherein the data structure comprises structured data and unstructured data; the data types include character type, numerical type and boolean type.
6. The method of claim 1, wherein prior to determining application system interface information for application system matching based on the input data and/or the output data, the method further comprises:
acquiring known application system interface information in an application system;
according to the known application system interface information, an unknown application system interface in the application system is determined, and input data and/or output data matched with the unknown application system interface are determined.
7. The method according to claim 6, wherein determining application system interface information for application system matching based on the input data and/or the output data comprises:
and determining unknown application system interface information in the application system according to the input data and/or the output data matched with the unknown application system interface.
8. A management device for an application system interface, the device comprising:
the communication data acquisition module is used for acquiring network communication data of the application system;
the input/output data extraction module is used for extracting input data and/or output data from the network communication data;
and the interface information determining module is used for determining application system interface information matched with the application system according to the input data and/or the output data.
9. An electronic device, the electronic device comprising:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein,,
the memory stores a computer program executable by the at least one processor to enable the at least one processor to perform the method of managing an application system interface of any one of claims 1-7.
10. A computer readable storage medium storing computer instructions for causing a processor to implement the method of managing an application system interface of any one of claims 1-7 when executed.
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