CN115576912A - Method, device and equipment for determining business data model information and storage medium - Google Patents
Method, device and equipment for determining business data model information and storage medium Download PDFInfo
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Abstract
The embodiment of the application provides a method, a device, equipment and a storage medium for determining business data model information. The method comprises the following steps: acquiring a plurality of first log information of a target system; determining target transaction information corresponding to the target account in a target time period according to the first log information, wherein the target time period is a time period for the target system to transact target business based on the target account; and determining first service data model information of the target service according to the target transaction information, wherein the first service data model information comprises a data table and a data flow direction of the target service. According to the embodiment of the application, the service data model information of the service in the target system can be automatically determined based on the log information generated during service execution, and the determination efficiency and accuracy of the service data model information are improved.
Description
Technical Field
The present application relates to the field of data processing technologies, and in particular, to a method, an apparatus, a device, and a storage medium for determining service data model information.
Background
For an internet system, service data model information such as a data table and a data flow direction corresponding to a service generally exists in a development design document of the service.
The traditional method for determining the business data model information mainly determines the business data model information of the business by manually analyzing the design document. However, due to the fact that the system is changed iteratively for many years, development and design documents are always incomplete or outdated, and therefore the determination efficiency and accuracy of business data model information are low.
Disclosure of Invention
The embodiment of the application provides a method, a device, equipment and a storage medium for determining business data model information, which can automatically determine the business data model information of a business in a target system and improve the determination efficiency and accuracy of the business data model information.
In a first aspect, an embodiment of the present application provides a method for determining service data model information, where the method includes:
acquiring a plurality of first log information of a target system;
determining target transaction information corresponding to the target account in a target time period according to the plurality of pieces of first log information, wherein the target time period is a time period for the target system to transact target services based on the target account;
and determining first service data model information of the target service according to the target transaction information, wherein the first service data model information comprises a data table and a data flow direction of the target service.
In a second aspect, an embodiment of the present application provides an apparatus for determining business data model information, where the apparatus includes:
the system comprises an acquisition module, a processing module and a processing module, wherein the acquisition module is used for acquiring a plurality of first log information of a target system;
the determining module is used for determining target transaction information corresponding to the target account in a target time period according to the plurality of first log information, wherein the target time period is a time period for the target system to transact the target service based on the target account;
the determining module is further configured to determine first service data model information of the target service according to the target transaction information, where the first service data model information includes a data table and a data flow direction of the target service.
In a third aspect, an embodiment of the present application provides a device for determining service data model information, where the device includes: a processor and a memory storing computer program instructions; the processor, when executing the computer program instructions, implements the method for determining business data model information as described in the first aspect or any of the realizable manners of the first aspect.
In a fourth aspect, an embodiment of the present application provides a computer-readable storage medium, where computer program instructions are stored on the computer-readable storage medium, and when the computer program instructions are executed by a processor, the method for determining business data model information according to the first aspect is implemented.
According to the method, the device, the equipment and the storage medium for determining the business data model information, provided by the embodiment of the application, a plurality of pieces of first log information of a target system can be obtained, and the target business information corresponding to a target account in a target time period is determined according to the plurality of pieces of first log information, wherein the target time period is a time period for the target system to handle a target business based on the target account, and then the first business data model information of the target business is determined according to the target business information. Therefore, the service data model information of the service in the target system can be automatically determined based on the log information generated during service execution, and the determination efficiency and accuracy of the service data model information are improved.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings needed to be used in the embodiments of the present application will be briefly described below, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
Fig. 1 is a schematic diagram of a determination scenario of business data model information according to an embodiment of the present application;
fig. 2 is a schematic flowchart of a method for determining business data model information according to an embodiment of the present application;
fig. 3 is a schematic structural diagram of a device for determining business data model information according to an embodiment of the present application;
fig. 4 is a schematic structural diagram of a device for determining business data model information according to an embodiment of the present application.
Detailed Description
Features and exemplary embodiments of various aspects of the present application will be described in detail below, and in order to make objects, technical solutions and advantages of the present application more apparent, the present application will be further described in detail below with reference to the accompanying drawings and the embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the application and do not limit the application. It will be apparent to one skilled in the art that the present application may be practiced without some of these specific details. The following description of the embodiments is merely intended to provide a better understanding of the present application by illustrating examples thereof.
It is noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrases "comprising 8230; \8230;" comprises 8230; "does not exclude the presence of additional like elements in a process, method, article, or apparatus that comprises the element.
In order to solve the problems in the background art, embodiments of the present application provide a method, an apparatus, a device, and a storage medium for determining service data model information. The method includes the steps of obtaining a plurality of first log information of a target system, determining target transaction information corresponding to a target account in a target time period according to the first log information, wherein the target time period is a time period for the target system to transact a target service based on the target account, and then determining first service data model information of the target service according to the target transaction information. Therefore, the service data model information of the service in the target system can be automatically determined based on the log information generated during service execution, and the determination efficiency and accuracy of the service data model information are improved.
The method, apparatus, device and storage medium for determining service data model information provided in the embodiments of the present application are described in detail below with reference to the accompanying drawings.
Fig. 1 is a schematic diagram of a determination scenario of service data model information provided in an embodiment of the present application, as shown in fig. 1, in the determination scenario, an electronic device 110 and a target system 120 exist, and the electronic device 110 and the target system 120 are in communication connection, where a communication mode may be wired communication or wireless communication.
The electronic device 110 may be a mobile electronic device or a non-mobile electronic device. For example, the Mobile electronic device may be a Mobile phone, a tablet Computer, a notebook Computer, a palmtop Computer, an Ultra-Mobile Personal Computer (UMPC), or the like, and the non-Mobile electronic device may be a server, a Network Attached Storage (NAS), or a Personal Computer (PC), or the like.
The target system 120 may be an Internet Technology (IT) system, such as a communication system, a payment system, or an Internet of things system, etc., without limitation.
As shown in fig. 1, a user may transact a target service for at least one target account by using a target system, where the target service is a known service supported by the target system, and the target account is an identity account of the target system, in response to which, the electronic device 110 may obtain a plurality of first log information of the target system 120, and determine, according to the plurality of first log information, target transaction information corresponding to the target account in a target time period, where the target time period is a time period in which the target system transacts the target service based on the target account, and then determine, according to the target transaction information, first service data model information of the target service, where the first service data model information is used to characterize a data model of the target service, and includes a data table and a data flow direction of the target service.
Therefore, the service data model information of the existing known service in the target system can be automatically determined based on the log information generated during service execution, and the determination efficiency and accuracy of the service data model information are improved.
The following describes a method for determining service data model information provided in an embodiment of the present application. The execution subject of the method for determining the business data model information may be the electronic device 110 shown in fig. 1.
Fig. 2 is a schematic flowchart of a method for determining business data model information according to an embodiment of the present application, and as shown in fig. 2, the method for determining business data model information may include the following steps:
s210, a plurality of first log information of the target system are obtained.
In one embodiment, a plurality of first log information may be obtained from a database of the target system. In the case where there are a plurality of databases, a plurality of first log information may be acquired from all the databases of the target system. Wherein the plurality of first log information may be the total amount of log information of the target system at the current time.
And S220, determining target transaction information corresponding to the target account in the target time period according to the plurality of first log information.
The target time period is a time period for the target system to handle the target service based on the target account, namely the time period for the target system to handle the target service for the target account. The target service is a known service supported by the target system, which may include a plurality. The target transaction information is transaction information of a transaction in the target business, i.e., the target transaction. The target account is an identity account of the user in the target system, which may be a mobile phone number or an identity card number, etc.
Illustratively, the user may handle the target service for the target account by using the target system, or the target service for the target account by using the target system may be automatically handled by using a pre-written script. It is understood that the business data model information of the target business related to the target account during business transaction can be recorded in the log information of the database. For example, a manager uses a Customer Relationship Management (CRM) system to pay for a mobile phone number, the whole payment process involves multiple databases such as business records, accounts, credit controls, and the like of the CRM system, and after the payment is finished, business data model information related to the mobile phone number is recorded in log information of the related database.
In one embodiment, target log information corresponding to the target account in the target time period may be determined from the plurality of first log information, and then target transaction information corresponding to the target account in the target time period may be determined according to the target log information. Specifically, data analysis may be performed on the target log information to obtain target transaction information corresponding to the target account within the target time period. Therefore, the data processing amount can be reduced, and the target transaction information can be quickly determined.
Alternatively, the data analysis may also be directly performed on the plurality of first log information, for example, the data analysis is performed on the first log information according to a mining tool (e.g., logmine of Oracle) matched with a database to which each first log information belongs, so as to obtain a plurality of transaction information corresponding to the plurality of first log information, and the target transaction information corresponding to the target account in the target time period is determined according to the plurality of transaction information.
And S230, determining first service data model information of the target service according to the target transaction information.
The first service data model information is used for representing a data model of the target service, and comprises a data table and a data flow direction of the target service. Specifically, data analysis may be performed on the target transaction information, for example, according to a mining tool matched with a database to which the target transaction information belongs, data analysis may be performed on the target transaction information to obtain transaction data model information of the target transaction in the target service, where the transaction data model information of the target transaction is used to represent a data model of the target transaction, and includes a data table and a data flow direction of the target transaction, and then, according to the target transaction data model information, first service data model information of the target service may be obtained.
In the embodiment of the application, a plurality of pieces of first log information of a target system can be acquired, target transaction information corresponding to a target account in a target time period is determined according to the plurality of pieces of first log information, wherein the target time period is a time period in which the target system transacts a target service based on the target account, and then first service data model information of the target service is determined according to the target transaction information. That is to say, the embodiment of the application can automatically determine the service data model information of all known services in the target system based on the log information generated during service execution, thereby improving the determination efficiency and accuracy of the service data model information.
In one embodiment, the first business data model information of the target business can be stored in a business data model baseline table, and a data model baseline of the known business is obtained. Illustratively, the business data model baseline table may be as shown in table 1:
TABLE 1
In one embodiment, after obtaining the data model baseline for the known business, a plurality of second log information of the target system may also be obtained. The plurality of second log information may be the total log information of the target system at the current time. The specific obtaining process is similar to S210, and is not described herein again.
A plurality of transaction information is then determined based on the plurality of second log information. Specifically, the data analysis may be directly performed on the plurality of second log information to obtain a plurality of transaction information corresponding to the plurality of second log information.
A plurality of transaction data model information is then determined based on the plurality of transaction information. The transaction data model information is used for representing a data model of the transaction, and comprises a data table and a data flow direction of the transaction.
Specifically, data analysis may be performed on the multiple transaction information to obtain multiple transaction data model information, and the multiple transaction data model information is stored in the to-be-processed transaction table. Illustratively, the pending transaction table may be as shown in table 2:
TABLE 2
And determining target transaction data model information which does not exist in the service data model baseline table from the plurality of transaction data model information. Specifically, the records may be taken out from the transaction table to be processed one by one, and compared with the records in the service data model baseline table one by one, if the records exist, the records are deleted, and if the records do not exist, the records are stored in the newly added data model to find the table to be recognized, wherein the table to be recognized found by the newly added data model is similar to the transaction table to be processed, and further, the target transaction data model information that does not exist in the service data model baseline table is stored in the newly added data model to find the table to be recognized.
And then determining second service data model information of the newly added service in the target system according to the target transaction data model information. The newly added service may be a newly added service or a changed known service. The second service data model information is used to represent a data model of the newly added service, that is, a newly added data model or a changed known data model, which includes a data table and a data flow direction of the newly added service.
Specifically, the target transaction data model information may be displayed, for example, records in the table to be identified for the new data model discovery are displayed for the user to view and identify, and the second service data model information of the new service input by the user is received. And the newly added service is determined by the user according to the target transaction data model information.
And then, storing the second service data model information of the newly added service into a service data model baseline table to update the service data model baseline and keep the data model baseline accurate all the time.
For example, after the second service data model information of the newly added service is stored in the service data model baseline table, the relevant records in the newly added data model discovery table to be identified may be deleted.
In one embodiment, the business data model baseline table can be displayed so that a user can view and use the business data model information in the business data model baseline table, thereby better supporting the work of new business development design, system evolution design, data processing and the like.
Based on the method for determining service data model information provided in the embodiment of the present application, an embodiment of the present application further provides a device for determining service data model information, and as shown in fig. 3, the device 300 for determining service data model information may include:
the obtaining module 310 is configured to obtain a plurality of first log information of the target system.
The determining module 320 is configured to determine, according to the plurality of pieces of first log information, target transaction information corresponding to the target account in a target time period, where the target time period is a time period in which the target system transacts the target service based on the target account.
The determining module 320 is further configured to determine first service data model information of the target service according to the target transaction information, where the first service data model information includes a data table and a data flow direction of the target service.
In one embodiment, the obtaining module 310 is specifically configured to:
a plurality of first log information is obtained from a database of a target system.
In one embodiment, the determining module 320 is specifically configured to:
target log information corresponding to the target account in the target time period is determined from the plurality of first log information.
And determining target transaction information corresponding to the target account within the target time period according to the target log information.
In one embodiment, the determining means 300 further comprises:
and the storage module is used for storing the first service data model information of the target service to the service data model baseline table.
In an embodiment, the obtaining module 310 is further configured to obtain a plurality of second log information of the target system.
The determining module 320 is further configured to determine a plurality of transaction information according to the plurality of second log information.
The determining module 320 is further configured to determine a plurality of transaction data model information according to the plurality of transaction information, where the transaction data model information includes a data table and a data flow direction of a transaction.
The determining module 320 is further configured to determine, from the plurality of transaction data model information, target transaction data model information that does not exist in the service data model baseline table.
The determining module 320 is further configured to determine second service data model information of the newly added service in the target system according to the target transaction data model information, where the second service data model information includes a data table and a data flow direction of the newly added service.
And the storage module is also used for storing the second service data model information of the newly added service into the service data model baseline table.
In one embodiment, the determining module 320 is specifically configured to:
target transaction data model information is displayed for user viewing.
And receiving second service data model information of the newly added service input by the user, wherein the newly added service is determined by the user according to the target transaction data model information.
In one embodiment, the determining means 300 further comprises:
and the display module is used for displaying the service data model baseline table.
It can be understood that each module/unit in the determining apparatus 300 shown in fig. 3 has a function of implementing each step in the determining method for business data model information provided in the embodiment of the present application, and can achieve the corresponding technical effect, and for brevity, no further description is provided herein.
Fig. 4 is a schematic structural diagram of a device for determining business data model information according to an embodiment of the present application. As shown in fig. 4, the determining device may include a processor 401 and a memory 402 storing computer program instructions.
Specifically, the processor 401 may include a Central Processing Unit (CPU), an Application Specific Integrated Circuit (ASIC), or may be configured to implement one or more Integrated circuits of the embodiments of the present Application.
The processor 401 may implement the method for determining service data model information provided in the embodiment of the present application by reading and executing the computer program instructions stored in the memory 402, and achieve the corresponding technical effects achieved by executing the method in the embodiment of the present application, which are not described herein again for brevity.
In one example, the determining device may also include a communication interface 403 and a bus 410. As shown in fig. 4, the processor 401, the memory 402, and the communication interface 403 are connected via a bus 410 to complete communication therebetween.
The communication interface 403 is mainly used for implementing communication between modules, apparatuses, units and/or devices in the embodiments of the present application.
Bus 410 includes hardware, software, or both to couple the components of the determining device to each other. By way of example, and not limitation, a Bus may include an Accelerated Graphics Port (AGP) or other Graphics Bus, an Enhanced Industrial Standard Architecture (EISA) Bus, a Front-Side Bus (Front Side Bus, FSB), a Hyper Transport (HT) Interconnect, an Industrial Standard Architecture (ISA) Bus, an infinite bandwidth Interconnect, a Low Pin Count (LPC) Bus, a memory Bus, a Micro Channel Architecture (MCA) Bus, a Peripheral Component Interconnect (PCI) Bus, a PCI-Express (PCI-X) Bus, a Serial Advanced Technology Attachment (Attachment) Bus, a VESA), a video electronics Standard Local association (vll) Bus, a VLB Bus, or any other suitable combination of the above, although one or more of these may be considered appropriate, and a suitable combination of these may be considered.
The determining device may execute the method for determining the service data model information in the embodiment of the present application, thereby achieving a corresponding technical effect of the method for determining the service data model information provided in the embodiment of the present application.
In addition, an embodiment of the present application further provides a computer-readable storage medium, where computer program instructions are stored on the computer-readable storage medium; the computer program instructions, when executed by a processor, implement the method for determining business data model information provided by the embodiments of the present application.
It should be clear that each embodiment in this specification is described in a progressive manner, and the same or similar parts among the embodiments may be referred to each other, and for brevity, the description is omitted. The present application is not limited to the specific configurations and processes described above and shown in the figures. A detailed description of known methods is omitted herein for the sake of brevity. In the above embodiments, several specific steps are described and shown as examples. However, the method processes of the present application are not limited to the specific steps described and illustrated, and those skilled in the art can make various changes, modifications and additions, or change the order between the steps, after comprehending the spirit of the present application.
The functional blocks shown in the above-described structural block diagrams may be implemented as hardware, software, firmware, or a combination thereof. When implemented in hardware, it may be, for example, an electronic circuit, an ASIC, suitable firmware, a plug-in, a function card, or the like. When implemented in software, the elements of the present application are the programs or code segments used to perform the required tasks. The program or code segments may be stored in a machine-readable medium or transmitted by a data signal carried in a carrier wave over a transmission medium or a communication link. A "machine-readable medium" may include any medium that can store or transfer information. Examples of a machine-readable medium include electronic circuits, semiconductor memory devices, ROM, flash memory, EROM, floppy disks, CD-ROMs, optical disks, hard disks, fiber optic media, radio Frequency (RF) links, and so forth. The code segments may be downloaded via computer networks such as the internet, intranets, etc.
It should also be noted that the exemplary embodiments mentioned in this application describe some methods or systems based on a series of steps or devices. However, the present application is not limited to the order of the above-described steps, that is, the steps may be performed in the order mentioned in the embodiments, may be performed in an order different from the order in the embodiments, or may be performed simultaneously.
Aspects of the present disclosure are described above with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the disclosure. It will be understood that each block of the flowchart illustrations and/or block diagrams, and combinations of blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, enable the implementation of the functions/acts specified in the flowchart and/or block diagram block or blocks. Such a processor may be, but is not limited to, a general purpose processor, a special purpose processor, an application specific processor, or a field programmable logic circuit. It will also be understood that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based computer instructions which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
As described above, only the specific embodiments of the present application are provided, and it can be clearly understood by those skilled in the art that, for convenience and brevity of description, the specific working processes of the system, the module and the unit described above may refer to the corresponding processes in the foregoing method embodiments, and are not described herein again. It should be understood that the scope of the present application is not limited thereto, and any person skilled in the art can easily conceive various equivalent modifications or substitutions within the technical scope of the present application, and these modifications or substitutions should be covered within the scope of the present application.
Claims (10)
1. A method for determining business data model information, the method comprising:
acquiring a plurality of first log information of a target system;
determining target transaction information corresponding to a target account in a target time period according to the first log information, wherein the target time period is a time period for the target system to transact a target service based on the target account;
and determining first service data model information of the target service according to the target transaction information, wherein the first service data model information comprises a data table and a data flow direction of the target service.
2. The method of claim 1, wherein obtaining a first plurality of log information for a target system comprises:
the first plurality of log information is obtained from a database of the target system.
3. The method of claim 1, wherein determining target transaction information corresponding to a target account number in a target time period according to the plurality of first log information comprises:
determining target log information corresponding to the target account in the target time period from the plurality of first log information;
and determining target transaction information corresponding to the target account within the target time period according to the target log information.
4. The method of claim 1, further comprising:
and storing the first service data model information of the target service to a service data model baseline table.
5. The method of claim 4, further comprising:
acquiring a plurality of second log information of the target system;
determining a plurality of transaction information according to the plurality of second log information;
determining a plurality of transaction data model information according to the plurality of transaction information, wherein the transaction data model information comprises a data table and a data flow direction of a transaction;
determining target transaction data model information which does not exist in the service data model baseline table from the plurality of transaction data model information;
determining second service data model information of the newly added service in the target system according to the target transaction data model information, wherein the second service data model information comprises a data table and a data flow direction of the newly added service;
and storing the second service data model information of the newly added service to the service data model baseline table.
6. The method of claim 5, wherein the determining second service data model information of the newly added service in the target system according to the target transaction data model information comprises:
displaying the target transactional data model information for user review;
and receiving second service data model information of the newly added service input by the user, wherein the newly added service is determined by the user according to the target transaction data model information.
7. The method according to any one of claims 4-6, further comprising:
and displaying the service data model baseline table.
8. An apparatus for determining business data model information, the apparatus comprising:
the system comprises an acquisition module, a processing module and a processing module, wherein the acquisition module is used for acquiring a plurality of first log information of a target system;
the determining module is used for determining target transaction information corresponding to a target account in a target time period according to the plurality of pieces of first log information, wherein the target time period is a time period for the target system to transact target services based on the target account;
the determining module is further configured to determine first service data model information of the target service according to the target transaction information, where the first service data model information includes a data table and a data flow direction of the target service.
9. An apparatus for determining business data model information, the apparatus comprising: a processor and a memory storing computer program instructions; the processor, when executing the computer program instructions, implements a method of determining business data model information as claimed in any one of claims 1 to 7.
10. A computer-readable storage medium, characterized in that the computer-readable storage medium has stored thereon computer program instructions, which, when executed by a processor, implement the method for determining business data model information according to any one of claims 1-7.
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| CN202110686342.3A Pending CN115576912A (en) | 2021-06-21 | 2021-06-21 | Method, device and equipment for determining business data model information and storage medium |
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| CN (1) | CN115576912A (en) |
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- 2021-06-21 CN CN202110686342.3A patent/CN115576912A/en active Pending
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