CN113253999B - Plug-in data access method, data source management system and interface access method - Google Patents
Plug-in data access method, data source management system and interface access method Download PDFInfo
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Abstract
The invention discloses a plug-in data access method, a data source management system and an interface access method, wherein the plug-in data access method comprises the data source management system and a wind control system and comprises the following steps: s1, a data source management system defines a data access interface, and a data driver introduces the interface class in a JAR packet mode; s2, a data interface is realized by data driving, and a specific data source access code is compiled; and S3, packaging the data drive access codes into JAR packets by using a packaging command. According to the plug-in data access method and the data source management system, the hot update of data access can be realized, and the stable operation of a wind control system cannot be influenced.
Description
Technical Field
The invention relates to the technical field of computers and information, in particular to a plug-in data access method, a data source management system and an interface access method based on Java codes.
Background
With the rapid development of the big data era, the data is gradually explored into bid values, and more manufacturers provide the data. Under the wind control scene, a service provider needs to query data of various dimensions of a user according to information of the user to judge, such as credit data of the user, mobile phone number score of the user, vehicle risk score of the user, user portrait and the like.
These data are usually provided by various manufacturers, and the access scheme is eight-fold, and generally uses SDK (software Development kit) Development kit provided by manufacturers, as shown in fig. 4, the SDK is accessed by HTTP (Hyper Text Transfer Protocol), and the returned data format is json javascript Object notification or xml (extensible Markup language), usually requiring encryption and signature verification processes, and often maintaining the validity of the signature.
The wind control system calls a data sending method in the SDK through introducing an SDK development kit provided by a manufacturer, the data is sent to a data interface through steps of SDK encryption, signature verification and the like, original data continue to be returned to the wind control system after a return message is obtained, and the wind control system needs to additionally write and analyze codes for the original data.
In the face of a data interface provided by a complicated data manufacturer, a common access operation is very complicated, the return format and the calling mode of the interface are different, and data services may change due to various factors, for example, when a digital signature provided by the manufacturer is overdue, a new digital signature needs to be replaced, the data interface is abandoned, the data format is adjusted, and the like. If the data source is accessed by the existing scheme, the change of the data source needs to modify the code of the wind control system, release a new version, re-online and other operations every time, and additional complexity is introduced for the wind control system.
Another disadvantage of accessing data sources in a hard-coded manner in a wind control system is the lack of flexibility, the parameters of the data sources may change at any time according to the requirements of customers and other factors, and the hard-coded manner needs to modify the accessed wind control codes again or introduce a new SDK to solve the problem.
In summary, in a wind control system requiring stability and extensibility, the influence of system update, system interruption, etc. due to frequent change of data sources is an unacceptable disadvantage.
Disclosure of Invention
Aiming at the problems in the prior art, the invention aims to solve the technical problems of system updating, system interruption and the like caused by frequent change of a data source in the prior art, and provides a plug-in data access method, a data source management system and an interface access method based on Java codes, which can realize hot updating of data access and cannot influence the stable operation of a wind control system.
The invention provides a plug-in data access method, which comprises a data source management system and a wind control system, and comprises the following steps:
s1, defining a data access interface by the data source management system, and introducing the interface class by the data drive in a JAR package mode;
s2, realizing a data interface by the data driver, and compiling specific data source access codes;
s3, packaging the data drive access code into a JAR packet by using a packaging command.
Further, in step S1, the defining data access interface includes defining interface standards, defining output parameters, and inputting parameter standards.
Further, in step S2, writing a specific data source access code includes generating a token, sending an HTTP/HTTPs request, receiving a response message, encapsulating the input parameter and the output parameter, and requesting a data source interface.
Further, in step S2, after the token is constructed, acquiring input parameters transmitted by an upstream system, and transmitting the input parameters to a data source through a transmission protocol required by the data source; and after the data source is called successfully, the return message can be analyzed, and the message is returned to the wind control system according to the return parameter format defined in the JAR packet.
Further, in step S2, a database writing function is included, and a user of the wind control system can write data returned from the data source into the database to facilitate data extraction and data analysis;
the method also comprises a cache, and under the condition that the wind control system calls the data interface for multiple times by using the information of the same person, the returned result is placed into a key-value cache when the data source is called for the first time, and the cache can be directly inquired when the data source is called for the next time.
Further, in step S3, the packing is completed by executing the MAVEN package mode using the JAVA item managed by MAVEN.
In another aspect, the present invention provides a data source management system for implementing the method according to the present invention, the system comprising a JAR package upload, a data driver table, a data source vendor table, a timing task, and a JAVA virtual machine; wherein,
JAR packet uploading is used for uploading data drive to a data source management system;
the data driving table is used for storing the data driving packet in a binary mode and comprises a main key ID, a data driving name, data driving contents and creation time;
the data manufacturer table is used for storing supplier information of the data source and comprises a data source code, a data source name, a data source parameter and a data drive ID;
and the timing task is used for loading the data driver stored in the data driver table into a JAVA virtual machine of the data source management system.
In another aspect, the present invention provides an interface access method, including the following steps:
and step S0, the wind control system accesses the data source management system.
Step S1, configuring codes, names, addresses and tokens of data interfaces in the system according to access documents provided by a data manufacturer, and then configuring input parameters required by the wind control system and input parameters required by the wind control system;
step S2, writing an access code according to the input parameters and the output parameters provided by the access document to realize an interface of the data source management system, inputting the code set in the step S1 into the interface, and packaging the code into a JAR packet by using a packaging command;
step S3, uploading the JAR package in the data source management system;
and step S4, end.
Furthermore, the access document provided by the data manufacturer includes a calling mode POST or GET, a calling address, a uniform resource locator of the data source, and input parameters and output parameters required by the data source.
Furthermore, the codes are compiled and packaged by executing a maven package command, and the packaged completion can generate an archive file in jar format in a directory of the project.
According to the invention, by introducing the data source management system and the data driving plug-in, the unified input and output formats of the data interface are well defined, and the wind control system uses the uniformly defined input parameters and output parameters without paying attention to the change of the data interface. The hot update of data access can be realized, and the stable operation of the wind control system cannot be influenced.
Drawings
Fig. 1 shows a flow diagram of a plug-in data access method according to the invention.
FIG. 2 shows a schematic of the architecture of a data source management system according to the present invention.
Fig. 3 shows a system architecture diagram of a plug-in data access method according to the invention.
Fig. 4 shows a flow chart of a data source access method in the prior art.
Detailed Description
The technical solutions of the present invention will be described clearly and completely with reference to the accompanying drawings, and it should be understood 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.
In the description of the present invention, it should be noted that the terms "center", "upper", "lower", "left", "right", "vertical", "horizontal", "inner", "outer", etc., indicate orientations or positional relationships based on the orientations or positional relationships shown in the drawings, and are only for convenience of description and simplicity of description, but do not indicate or imply that the device or element being referred to must have a particular orientation, be constructed and operated in a particular orientation, and thus, should not be construed as limiting the present invention. Furthermore, the terms "first," "second," and "third" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance.
In the description of the present invention, it should be noted that, unless otherwise explicitly specified or limited, the terms "mounted," "connected," and "connected" are to be construed broadly, e.g., as meaning either a fixed connection, a removable connection, or an integral connection; can be mechanically or electrically connected; they may be connected directly or indirectly through intervening media, or they may be interconnected between two elements. The specific meanings of the above terms in the present invention can be understood by those skilled in the art according to specific situations.
The following detailed description of embodiments of the invention refers to the accompanying drawings. It should be understood that the detailed description and specific examples, while indicating the present invention, are given by way of illustration and explanation only, not limitation.
Referring to fig. 1, fig. 1 illustrates a design scheme of an access data driver according to the present invention, and in particular, a plug-in data access method based on Java code, including the following steps:
s1, the data source management system defines a data access interface, and the data driver introduces the interface class in a JAR package mode;
s2, data driving realizes the interface, compiles the concrete data source and inserts the code;
s3, packaging the data drive access code into a JAR packet by using a packaging command.
The specific technical means of the steps are as follows:
in step S1, the data source management system defines a data access interface, which mainly includes defining an interface standard, defining output parameters, and defining input parameter standards. The data driver introduces the interface class by means of JAR packets. Generally, by means of MAVEN (a popular JAVA project building system), a JAR package is introduced into a POM file, and after introduction, classes defined by the JAR package can be used in a data source access code. Besides defining a uniform data interface, the JAR packet also provides a common public method, which can reduce repeated logic processing and improve efficiency.
In step S2, the data driver implements the interface, and writes a specific data source access code, including generating a token, sending an HTTP/HTTPs request, receiving a response message, encapsulating an input parameter and an output parameter, requesting the data source interface, and adding a write-in database or write-in cache logic in a customizable manner.
This step is the core step of access. Because the token needs to be obtained according to the mode required by a data manufacturer, the scheme adopts two schemes of configuration or real-time request. For example, a data source provides an encrypted string at the time of access, which may be written in the data source configuration once access is permanently available. For example, if the token of a data source has a validity limit and the data source is requested each time, the validity of the token needs to be checked, then the user-defined token obtaining logic can be implemented in the data source access code. And after the token is constructed, acquiring input parameters transmitted by an upstream system, and transmitting the input parameters to a data source through a transmission protocol required by the data source. For example, if a data source requests a POST method using HTTP protocol to receive a request, then the POST method needs to be called using HTTP client to construct input parameters and URL in the data source access code. And after the data source is called successfully, the return message can be analyzed, and the message is returned to the wind control system according to the return parameter format defined in the JAR packet.
And optionally, writing a database, wherein a user of the wind control system can write data returned by the data source into the database so as to extract the data and perform more detailed data analysis.
Optional steps, caching, the wind control system uses the information of the same person to call the data interface for many times, in order to improve the query speed and save the cost, the function of caching can be added, the returned result is put into the key-value cache when the data source is called for the first time, and the cache can be directly queried when the data source is called for the next time.
Step S3, the data drive access code is packaged into a JAR package using a package command.
In the JAVA project managed by MAVEN, the packing can be completed by executing a MAVEN package mode.
Based on the same idea as the data driver design scheme, the embodiment of the present invention further provides a data source management system, where the data source management system is used to manage data access to a data driver, and fig. 2 shows a schematic structural diagram of the data source management system in an embodiment, where the system includes a JAR package upload 11, a driver table 12, a data source vendor table 13, a timing task 14, and a JAVA virtual machine 15.
The JAR packet uploading 11 is used for uploading the data driver to the data source management system;
a data driving table 12 for storing the data driving packet in a binary manner, the data driving table including a primary key ID, a data driving name, data driving contents, and a creation time;
a data manufacturer table 13, configured to store manufacturer information of the data source, where the data manufacturer table includes a data source code, a data source name, a data source parameter, and a data driver ID;
and the timing task 14 is used for loading the data driver stored in the data driver table 12 into a JAVA virtual machine 15 of the management system.
Referring to fig. 3, fig. 3 shows an interface access method using the above system according to the present invention, the interface access method is a data interface access method, and the method comprises the following steps:
step S0, the wind control system accesses the data source management system;
step S1, configuring codes, names, addresses and tokens of data interfaces in the system according to access documents provided by a data manufacturer, and then configuring input parameters required by the wind control system and input parameters required by the wind control system;
illustratively, it is a common practice for a data vendor to provide an access document, and a calling mode POST or GET, a calling address, i.e. URL (Uniform Resource Locator, english full name: Uniform Resource Locator), of the data source, and input parameters and output parameters required by the data source, including information such as encoding of each parameter, chinese name, data format, whether to be transmitted, and the like, are generally provided in the document. In addition, in order to ensure security, a data manufacturer usually provides an access token for securely accessing a data source to avoid property damage, and the token is usually an encrypted character string, and some of the tokens need to be replaced at regular time, and some of the tokens are used permanently.
And step S2, writing an access code according to the input parameters and the output parameters provided by the access document, realizing an interface of the data source management system, inputting the code set in the step 1 into the interface, and packaging the code into a JAR packet by using a packaging command.
Illustratively, the code may be compiled and packaged by executing a maven package command, and upon completion, an archive file in jar format may be generated in the directory of the item.
And step S3, uploading the JAR package in the data source management system.
Illustratively, the file is selected and uploaded in an uploading interface, and the file can be used after waiting for a refreshing period of 5 seconds.
It should be noted that, in order to avoid loading an oversized file to cause a system to be stuck or down, the storage footprint of the file is limited to less than 20 MB.
And step S4, end.
According to the invention, by introducing the data source management system and the data driving plug-in, the unified input and output formats of the data interface are well defined, and the wind control system uses the uniformly defined input parameters and output parameters without paying attention to the change of the data interface. If the parameters of the data interface need to be adjusted, and the token signature is overdue or invalid, the parameters can be adjusted at any time on the visual interface of the management system without changing the codes. If the code of the data interface needs to be changed, the code can be modified in the data driving project, repackaged after the modification is completed, and uploaded again on the management interface. The management system can load new data drive into the memory in the synchronous period and take effect in real time. Therefore, the hot updating of data access can be realized, and the stable operation of the wind control system cannot be influenced.
The embodiment of the present invention further provides a computer-readable storage medium, in which a computer program is stored, and when the computer program is executed by a processor, the computer program implements the processes of the above embodiments, and can achieve the same technical effect. The computer-readable storage medium may be a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
In a typical configuration, a computing device includes one or more processors (CPUs), input/output interfaces, network interfaces, and memory.
The memory may include forms of volatile memory in a computer readable medium, Random Access Memory (RAM) and/or non-volatile memory, such as Read Only Memory (ROM) or flash memory (flash RAM). Memory is an example of a computer-readable medium.
Computer-readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), Static Random Access Memory (SRAM), Dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), Read Only Memory (ROM), Electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), Digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium that can be used to store information that can be accessed by a computing device. As defined herein, a computer readable medium does not include a transitory computer readable medium such as a modulated data signal and a carrier wave.
Claims (5)
1. A plug-in data access method is characterized by comprising a data source management system and a wind control system, and comprising the following steps:
s1, defining a data access interface by the data source management system, and introducing the interface class by the data drive in a JAR package mode;
s2, realizing a data interface by the data driver, and compiling specific data source access codes;
s3, packaging the data drive access codes into JAR packets by using a packaging command;
in step S1, the interface for defining data access includes a standard for defining an interface, a standard for defining output parameters, and a standard for inputting parameters; in step S2, compiling a specific data source access code includes generating a token, sending an HTTP/HTTPs request, receiving a response message, encapsulating an input parameter and an output parameter, and requesting a data source interface; after the token is constructed, acquiring input parameters transmitted by an upstream system, and transmitting the input parameters to a data source through a transmission protocol required by the data source; after the data source is called successfully, the return message can be analyzed, and the message is returned to the wind control system according to the return parameter format defined in the JAR packet; the system also comprises a database writing function, and a user of the wind control system can write data returned by the data source into the database so as to conveniently extract the data for data analysis; the method also comprises a cache, wherein under the condition that the wind control system calls the data interface for multiple times by using the information of the same person, a returned result is placed into a key-value cache when the data source is called for the first time, and the cache can be directly inquired when the data source is called for the next time; in step S3, the packing can be completed by executing a MAVEN package manner using the JAVA items managed by MAVEN;
a data source management system and a data driving plug-in are introduced to define a uniform data interface input and output format, and a wind control system uses uniformly defined input parameters and output parameters without paying attention to the change of a data interface; under the conditions that parameters of a data interface need to be adjusted and a token signature is expired or invalid, the parameters can be adjusted at any time on a visual interface of a management system without changing codes; under the condition that the codes of the data interface need to be changed, the codes can be modified in the data driving project, repackaged after the modification is completed, and uploaded again on the management interface; the management system can load new data drive into the memory in the synchronous period and take effect in real time so as to realize the hot update of data access.
2. A data source management system for implementing the method of claim 1, the system comprising JAR package upload, data drive table, data source vendor table, timing tasks, and JAVA virtual machine; wherein,
JAR packet uploading is used for uploading data drive to a data source management system;
the data driving table is used for storing the driving packet in a binary mode, and comprises a main key ID, a driving name, driving content and creation time;
the data manufacturer table is used for storing supplier information of the data source and comprises a data source code, a data source name, a data source parameter and a data drive ID;
and the timing task is used for loading the data driver stored in the data driver table into a JAVA virtual machine of the data source management system.
3. An interface access method implemented using the data source management system of claim 2, comprising the steps of:
step S0, the wind control system accesses the data source management system;
step S1, configuring codes, names, addresses and tokens of data interfaces in the system according to access documents provided by a data manufacturer, and then configuring input parameters required by the wind control system and output parameters required by the wind control system;
step S2, writing an access code according to the input parameters and the output parameters provided by the access document to realize an interface of the data source management system, inputting the code set in the step S1 into the interface, and packaging the code into a JAR packet by using a packaging command;
step S3, uploading the JAR package in the data source management system;
and step S4, end.
4. The interface access method of claim 3, wherein the access document provided by the data vendor includes the calling mode POST or GET of the data source, the calling address, the uniform resource locator, and the input parameter and the output parameter required by the data source.
5. The interface access method of claim 4, wherein the code is compiled and packaged by executing a maven package command, and the packaging is completed to generate an archive file in a jar format in the directory of the item.
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