CN115964423A - Service data conversion method, device, computer equipment and storage medium - Google Patents

Service data conversion method, device, computer equipment and storage medium Download PDF

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Publication number
CN115964423A
CN115964423A CN202211666590.2A CN202211666590A CN115964423A CN 115964423 A CN115964423 A CN 115964423A CN 202211666590 A CN202211666590 A CN 202211666590A CN 115964423 A CN115964423 A CN 115964423A
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data
center module
service
service data
customer
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欧卓纬
赵志慧
马健
余斯
赵明
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China Merchants Shekou Digital City Technology Co ltd
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China Merchants Shekou Digital City Technology Co ltd
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Abstract

The invention relates to the technical field of data processing, and provides a service data conversion method, a device, computer equipment and a storage medium, wherein the method is applied to a service data conversion platform, and the service data conversion platform comprises a client center module, a user center module, a member center module and a financial center module; the method comprises the following steps: performing first data conversion processing on client data of different clients through a client center module to obtain first service data; performing second data conversion processing on the user information of different users through the user center module to obtain second service data; performing third data conversion processing on the first service data and the second service data through the member center module to obtain third service data applied to the financial center module; the invention can build a service data conversion platform for accommodating a multi-business client system, can accurately and efficiently open the all-business client system, and realizes mutual conversion and cooperative service of data among all businesses.

Description

Service data conversion method, device, computer equipment and storage medium
Technical Field
The invention relates to the technical field of data processing, and particularly discloses a service data conversion method, a service data conversion device, computer equipment and a storage medium.
Background
The urbanization process brings more opportunities to the real estate market, but since 2011, the "silver age" of the real estate industry is generally agreed to come. With the change of industry, the increment of the China property industry is slowed down, and the market enters the era of stock competition, so that the organization management capability, the operation efficiency, the cost control capability and the customer operation management capability become the core capability of the house enterprise competition.
Each large-property enterprise hopes to improve the operation capacity of the client and the enterprise benefit through the refined operation management of the client; but at present, corresponding problems exist from the view of companies, users and technologies; in the view of a company, the problems of repeated system construction, disordered definition standards, high cooperative cost, inconsistent data weight, isolation of new and old systems and the like exist; in the view of the user, the problems of more login accounts, more entries, loose entries, no password, loose points, scattered cash transaction records and the like exist, and in the view of the technology, the problems of incompatible account definitions of the users and the clients in different fields exist; summarizing the above, there is currently a problem of how to reach full-featured customers and to build multi-featured customer hierarchies.
Therefore, there is a need for a new technical solution to solve the above problems.
Disclosure of Invention
In view of the above, it is necessary to provide a service data conversion method, device, computer device and storage medium for building a service data conversion platform accommodating multiple-business-state client systems, so as to accurately and efficiently open all-business-state client systems and realize mutual conversion and cooperative service of data between various businesses.
A service data conversion method is applied to a service data conversion platform, and the service data conversion platform comprises a client center module, a user center module, a member center module and a financial center module; the method comprises the following steps:
performing first data conversion processing on client data of different clients through the client center module to obtain first service data;
performing second data conversion processing on the user information of different users through the user center module to obtain second service data;
and performing third data conversion processing on the first service data and the second service data through the member center module to obtain third service data applied to the financial center module.
A service data conversion apparatus applying a service data conversion platform including a client center module, a user center module, a member center module, and a financial center module; the device comprises:
the first data conversion processing module is used for performing first data conversion processing on client data of different clients through the client center module to obtain first service data;
the second data conversion processing module is used for performing second data conversion processing on the user information of different users through the user center module to obtain second service data;
and the third data conversion processing module is used for performing third data conversion processing on the first service data and the second service data through the member center module to obtain third service data applied to the financial center module.
A computer device comprising a memory, a processor and a computer program stored in said memory and executable on said processor, said processor implementing a service data conversion method as described above when executing said computer program.
A computer-readable storage medium storing a computer program which, when executed by a processor, implements a service data conversion method as described above.
According to the service data conversion method, the service data conversion device, the computer equipment and the storage medium, a service data conversion platform built based on the user model, the client model and the account model can accurately and efficiently open client systems in different business states, accommodate multi-business-state client systems, realize mutual conversion and cooperative service of data among all business states, and further realize full life cycle management of the client such as fine operation and the like; from the perspective of a company, the client center module promotes the full sharing of client data resources, and the data value maximization is realized; from the perspective of a user, the problem of identity account numbers is unified through a user center module, and the user can enjoy services in a multi-modal scene; from the technical perspective, the problem of incompatibility of user, customer and account definitions in different fields is solved through a user center module, a member center module and a financial center module.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings needed to be used in the description of the embodiments of the present invention will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings can be obtained according to these drawings without inventive labor.
FIG. 1 is a schematic diagram of an application environment of a service data conversion method according to an embodiment of the present invention;
FIG. 2 is a flow chart illustrating a service data transformation method according to an embodiment of the invention;
fig. 3 is a schematic structural diagram of a service data conversion apparatus according to an embodiment of the present invention;
FIG. 4 is a schematic diagram of a computer device according to an embodiment of the invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, not all, embodiments of the present invention. All other embodiments, which can be 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.
The service data conversion method provided by the invention can be applied to the application environment shown in fig. 1, wherein a client communicates with a server through a network. Among other things, the client may be, but is not limited to, various personal computers, laptops, smartphones, tablets, and portable wearable devices. The server may be an independent server, or may be a cloud server that provides basic cloud computing services such as a cloud service, a cloud database, cloud computing, a cloud function, cloud storage, a Network service, cloud communication, a middleware service, a domain name service, a security service, a Content Delivery Network (CDN), and a big data and artificial intelligence platform. In an embodiment, as shown in fig. 2, a video data acquisition method is provided, which is described by taking as an example that the method is applied to a service data conversion platform in the server of fig. 1 (the service data conversion platform includes a client center module, a user center module, a member center module and a financial center module), and includes the following steps S10 to S30:
s10, performing first data conversion processing on client data of different clients through the client center module to obtain first service data;
understandably, the customer center module is a module for processing customer data, which is used for performing data collection, data cleaning, data modeling and data application on the customer data of different customers, wherein the customers refer to all users who have transacted with the enterprise, the customers support expansion and include but are not limited to property house purchasers and owner groups, and the customer data include but are not limited to property transaction information, according to information and subscription information, and people and vehicles information, commercial consumption information and apartment renting information; the first service data is data which is obtained through first data conversion processing and contains a unique ID, wherein the unique ID is oneid, the first service data can represent data of customer portrait, the data can be output to the member center module, and a user can perform member operation and member marketing service based on the data.
S20, performing second data conversion processing on the user information of different users through the user center module to obtain second service data;
understandably, the user center module is a module for processing client data, and is used for integrating stock user information of users in different systems and the client data in the client center module, wherein a user package is a natural person having account information related to login in an enterprise, and the user information includes but is not limited to identity information, mobile phone information, mailbox information, unionid, a nickname of a communication account and openid; the second service data is integrated stock user information obtained after second data conversion processing, the integrated stock user information is member data, in addition, the second service data can represent data that a user enjoys member service authority, and in addition, the user center module can also obtain user information of user login and registration from other interfaces and convert the user information into the second service data.
And S30, performing third data conversion processing on the first service data and the second service data through the member center module to obtain third service data applied to the financial center module.
Understandably, the member center module can receive data from the client center module and the user center module, and is used for integrating and processing the member data and the client data, wherein the association relationship of the data between the client center module and the user center module mainly depends on mobile phone number information, and a member refers to a virtual entity of a natural person in each business state of an enterprise, is mainly used for colluding users, clients and accounts, is associated with grades, rights and interests, labels, marketing, activities and the like, and is a member marketing core business key; the third service data refers to a plurality of account information applied to the financial center module, wherein the account is a account head for managing relationship maintenance of various tokens issued by an enterprise and a member, the account head records account information corresponding to the entry and exit of the tokens, the account information includes but is not limited to virtual account information and point account information, an account number used in the financial center module is mainly created, and the third service data can represent data of using financial service authority of a user; the financial center module is mainly used for providing financial account services for different users and customers.
In the embodiment from the step S10 to the step S30, the service data conversion platform built based on the user, the client and the account model can accurately and efficiently get through client systems of different business states, accommodate client systems of multiple business states, and realize mutual conversion and cooperative service of data among the business states, thereby realizing full life cycle management of the client such as fine operation and the like; from the perspective of a company, the client center module promotes the full sharing of client data resources, and the data value maximization is realized; from the perspective of the user, the problem of identity account numbers is unified through the user center module, and the user can enjoy services in a multi-modal scene; from the technical perspective, the problem of incompatibility of user, customer and account definitions in different fields is solved through a user center module, a member center module and a financial center module.
Further, the service data conversion platform also comprises a data service center module; before the first data conversion processing is performed on the customer data of different customers through the customer center module to obtain first service data, the method further includes:
performing fourth data conversion processing on service data in different business states through the data service center module to obtain the customer data;
understandably, the data service center module refers to a module for processing service data of different business states, and is used for performing data combing and mutual association on the service data of different business states, wherein the different business states include but are not limited to properties, mail ships and apartments, and the service data include but are not limited to property customer data, property customer data and document data with system decentralization, disorder and standard non-uniformity; the client data refers to the client data which are determined to be correlated after data combing, and includes but is not limited to stock client data and incremental client data, and can represent the standard data of the client data after data combing; document data refers to data related to a customer's generation of documents, which may include, but is not limited to, post-production transaction document information and property document information; in addition, the data service center module synchronizes stock customer data and incremental customer data to the customer center module through a preset interface;
it should be noted that, in the data combing process, the service data is divided based on the data field, and the customer data and the document data are determined from the service data, wherein the field includes but is not limited to the document and the customer field.
Before the fourth data conversion processing is performed on the service data in different business states through the data service center module to obtain the customer data, the method further includes:
extracting, cleaning and converting original service data of various industries through a preset data warehouse technical tool to obtain processed original service data;
unifying the original service data into the service data in different business states according to a preset data standard, and outputting the service data to the data service center module.
Understandably, the technical tool of the data warehouse can refer to an ETL tool, wherein the ETL tool can load data of a business system into the data warehouse after extraction, cleaning and conversion, and aims to integrate scattered, disordered and standard non-uniform data in an enterprise together and provide an analysis basis for the decision of the enterprise; the service data is processed by the data warehouse technical tool and then stored in the data warehouse, and the data with scattered systems, disorder and non-uniform standards in different business states is integrated into the data service center module through the data warehouse.
Further, the performing, by the data service center module, a fourth data conversion process on the service data in different business states to obtain the customer data includes:
synchronizing the service data in different business states to a preset intermediate library through a preset synchronization program;
when the data service center module monitors instructions in a preset log, the service data in different states in the intermediate library is pushed to a preset message middleware through a preset data synchronization middleware;
and when the data service center module receives the message of the message middleware, performing data association on the service data in different business states through the data service center module to obtain the mutually associated customer data.
Understandably, the domain division rule is to divide data based on the domain of the data, domain attributes exist among the data, and the data of each domain attribute can be used as a kind of customer data, for example, the domain attribute in the service data can be divided into the customer and document domain attributes;
specifically, data (such as a real estate ERP database) is read from a database storing first service data and data (such as a property owner database) is read from a database storing second service data through a preset synchronization program (such as a data synchronization program in an ERP system), and two customer data in the service data are synchronized to a middle library; monitoring instructions in mysql binlog logs of the intermediate repository through a data service center module, and pushing two pieces of client data after change cleaning to a preset message middleware (kafka message middleware) through a preset data synchronization middleware (canal middleware); after the data service center module subscribes to consume a preset message of the message middleware, writing the two client data into a mysql database in the data service center module, and mutually associating the two client data through the data service center;
in order to better explain the application background of the embodiment, the client data of the property and the property are taken as an example, the client data corresponding to the property and the property are coordinated in a service node for real delivery acceptance, after a client purchases the property, the client information is stored in a property ERP database, at this time, a main database in the property does not have the client information, but after acceptance delivery, a main supplier of client service is changed from the property to the property, but the client data in the property and the property are split due to the fact that the property and the property company are different in main body, and at this time, the property owner needs to register a platform related to the property again.
Further, the performing, by the customer center module, the first data conversion processing on customer data of different customers to obtain first service data includes:
the method comprises the steps that customer data of different customers are imported into a customer center module through a preset data sharing platform, or the customer data of the different customers are imported into the customer center module through a data service center module, or the customer data of the different customers are imported into the customer center module through a member center module;
in the customer center module, after data processing is carried out on the customer data through a preset data processing rule, customer data corresponding to the unique ID are determined;
and marking a customer label on the customer data corresponding to the unique ID to form first service data containing the customer label.
Understandably, the data in the data sharing platform can be from public numbers and some information registration applets, and the data sharing platform can be a linkshare platform; the data in the data service center module is derived from registered software related to enterprises; the data in the member center module is from a database collected in member registration; data processing rules include, but are not limited to, data cleansing, data servicing, automatic marking, data calculation, and data conversion; the unique ID is an Oneid, wherein the OneID is also called ID-Mapping, namely, information such as equipment ID (such as mobile phone MAC, IMEI, IMSI and the like), mobile phone number, certificate type, certificate number, mailbox address, cookie of a PC end, name and the like is combined with technologies and algorithms such as a label system, a knowledge map, machine learning and the like, various IDs are mapped to a uniform ID, namely, a unique identity can be identified regardless of the ID used by a user, regardless of whether the user logs in the PC end or the mobile phone APP, and preferably, the name, the certificate type, the certificate number and the mobile phone number (four elements) or the name, the certificate type and the certificate number (three elements) or the name and the mobile phone number (two elements) can be used as a determination rule (including splitting and merging) of the OneID; the client label is an identity mark based on OneID (client information), house source information and a human-house relationship, for example, a client A can be a valid owner, an invalid owner, a valid owner, a tenant and a co-resident;
specifically, in the ERP system, there are client data of the real estate, wherein each client data is divided according to types, such as client data of a region, a city, a project, a main birthday of the real estate owner, a native place, a sex, a name, a certificate type, a certificate number, a mobile phone number and the like; in the property owner system, the client data of the property exists, wherein each type of client data is divided according to types, such as building, unit, floor, property owner birthday, native place, gender, name, certificate type, certificate number, mobile phone number and other client data; matching the real estate with data in the property to obtain an oneID consisting of four elements (name, certificate type, certificate number and mobile phone number); client data corresponding to the oneID is obtained based on role information obtained by a client center module, wherein the role information is derived from role information determined by an ERP system and a property main system according to the client data;
in addition, in the service scene of the client center module, a plurality of standard authentication interfaces are provided, which can be used for supporting human-room relationship management, client information query, owner authentication, second-hand owner authentication, cruise customer authentication, property customer authentication, hotel customer authentication and the like, thereby realizing cross-business customer data intercommunication and knowledge graph.
Further, before the first data conversion processing is performed on the customer data of different customers through the customer center module to obtain first service data, the method further includes:
creating a resource platform for acquiring client data of different clients;
creating a data console for processing the client data of different clients acquired by the resource platform;
creating a service interface layer for providing the first service data subjected to data processing by the data center station to an external system;
creating an application layer for applying the first service data subjected to data processing by the data center;
and forming the customer center module by the resource platform, the data center, the service interface layer and the application layer.
Understandably, in the architecture of the customer center module, a resource platform is arranged at the bottom layer, and the purpose is to capture the whole amount of customer data and integrate data sources of different customer data, wherein the customer data in the data sources can be structured data, unstructured data, semi-structured data, API data and buried point data; the upper layer of the bottom layer is a data middle platform, and aims to clean and mine data, customer data are obtained from a data source in the bottom layer and are integrated to a data platform, then cleaning, insights, development and treatment are carried out through the data platform, and usable first service data of data standardization are finally achieved, wherein data integration exists in the data middle platform, and the integration includes but is not limited to datax batch data acquisition and kafaka-connect streaming data acquisition, and task operation and maintenance (offline tasks and real-time tasks), data maps, data models and data quality also exist; the upper layer of the data middle platform is a service interface layer, which aims to provide API interface service and an ad hoc query function, change the first service data which can be used into a service, and provide the first service data for an external system through the service interface layer after the service interface layer is connected with the external system; the top layer is an application layer carried by the whole framework, the final aim of the method is to enable efficient and compliant service data use, build a data model, provide services in an easy-to-use, accurate and quick mode through the data model, simultaneously enable developers to focus on service processes, and avoid excessive waste of energy input on the data layer, wherein in the application layer, portal application such as a data portal and an operation portal can be realized, intelligent application such as intelligent pneumatic control, accurate marketing, public opinion analysis and user insight can be realized, and data visualization and intelligent decision analysis can also be realized;
according to the embodiment, a high-efficiency compliance data application tool is built through data collection of a resource platform, data cleaning of a data center platform, data service and data query of a service interface layer, data modeling and data application of an application layer.
Further, the second data conversion processing is performed on the user information of different users through the user center module to obtain second service data, including:
in the user center module, user information from different login systems is obtained, preset identity information in the user information is identified, and then the client data associated with the user information is determined from the client center module through the identified identity information;
the second service data is formed by the user information and the customer data being associated with each other.
Understandably, the user information is migrated to the user center module from different login systems in the form of user stock information; different login systems are systems corresponding to different business states, such as systems corresponding to property, cruise ship and apartment; the identity information is information for proving the identity of the user and the client, such as mobile phone number information, and the mutual association between the user information and the client data can be realized through the identity information, so that the user can realize the identification, login and registration of the client identity in different login systems;
specifically, the process that the user information is migrated to the user center module from different login systems in the form of user stock information is as follows: after a user of the small program clicks H5 pages of different login systems, the front end of the small program sends a command for acquiring t-code information after page jumping to the rear end of the small program, and the rear end of the small program acquires returned t-code information from a member center module background according to clientids of the different login systems; the small program back end feeds back the returned t-code to the small program front end, and the small program front end sends the URL containing the t-code information to H5 pages of different login systems; feeding back the t-code information to the background of one login system by H5 pages of different login systems, and verifying the validity of the t-code by the background of the login system through the t-code + clientid + clientsecret; obtaining a verification result access-token sent by a background of a user center module; the backstage of different login systems exchanges userinfo from the backstage of the user center module according to the check result access-token, and returns the userinfo to the backstage of the login system; the background of the login system issues a dialog token of the background to H5 pages of different login systems, and the H5 pages of the different login systems load data;
in addition, the process of the user center module for creating the member data and modifying the member data is as follows:
login is authorized by the applet: the user center module is in butt joint with the small program server, and acquires user information such as openid, session _ key and the like according to the temporary authorization code; if the small program is authorized to log in for the first time and has no authorized mobile phone number, the background of the member center module does not create user and member information, but completes the log-in process of the small program and does not complete the registration of member data in the member center module;
registering through the applet mobile phone number: when the applet jumps to a part of authorization pages, prompting the user to carry out mobile phone number authorization, after authorization, analyzing the mobile phone number by the background of the member center module, completing the registration of the user in the user center module and the member data in the member center module, and returning the userId to the third party background;
user information is perfected through small programs: the user authorizes to obtain user information such as head portrait, nickname and the like of the user in the applet, transmits the user information to a background of the member center module, and updates member data in the member center module;
in addition, in a service scenario in the user center module, two interfaces, namely a standard interface and an extended interface, are provided, and a JWT-based encryption specification is provided, so that authorization interfaces among different login systems can be called, and the functions of user registration, login, password skip avoidance and the like can be supported.
Further, the third data conversion processing of the first service data and the second service data by the member center module to obtain third service data applied to the financial center module includes:
in the member center module, combining the first service data and the second service data to form the third service data applied to the financial center module; the financial center module creates member data based on the third service data.
Understandably, generating member data with client data (data processed by a client center module) by combining the first service data and the second service data, wherein the member data is applied to the financial center module, integrating and unifying accounts such as point accounts, cash virtual accounts, token accounts and the like of the members through the financial center module, and realizing point currency acceptance, rights and interests packing and unifying the information of the member accounts;
in addition, it should be noted that, in the business scene of the account center module, the design may not only support points, but also support other tokens, and create different subjects in the module for correspondence, for example, a personal wallet is a business language, and a may have two subject accounts, respectively a point account and a token account, in a membership system; the account center module provides a uniform interface, can be used for supporting the uniform transmission of the applet end in the style of a personal wallet, and can be communicated and exchanged in multiple business states.
In summary, the service data conversion method is provided, a service data conversion platform built based on a user model, a client model and an account model can accurately and efficiently get through client systems of different business states, accommodate multi-business state client systems, realize mutual conversion and cooperative service of data among the business states, and further realize full life cycle management of the client such as fine operation; from the perspective of a company, the client center module promotes the full sharing of client data resources, and the data value maximization is realized; from the perspective of a user, the problem of identity account numbers is unified through a user center module, and the user can enjoy services in a multi-modal scene; from the technical perspective, the problem of incompatibility of user, client and account definitions in different fields is solved through a user center module, a member center module and a financial center module;
in addition, from the perspective of a company, the client center module is used for promoting the full sharing of client data resources, the problems of repeated system construction, disordered definition standards, high cooperation cost, inconsistent data weights, isolation of new and old systems and the like are solved, the data convention can be shared with all industry states and systems in the industry, the full sharing of the client data resources in the industry is promoted, and the maximization of the data value is realized; from the perspective of a user, the problems of multiple login accounts, multiple and scattered entrances, no password, scattered points, scattered cash transaction records and the like are solved through the user center module, the identity accounts are unified, and the user can enjoy services in the scenes of multiple business states, multiple ports, multiple identities and similar internet business; from the technical perspective, the problem of incompatibility of user, client and account definitions in different fields is solved through a user center module, a member center module and a financial center module, and seamless switching and docking of new and old systems are supported.
It should be understood that, the sequence numbers of the steps in the foregoing embodiments do not imply an execution sequence, and the execution sequence of each process should be determined by its function and inherent logic, and should not constitute any limitation to the implementation process of the embodiments of the present invention.
In an embodiment, the present invention further provides a service data conversion apparatus, where the service data conversion apparatus corresponds to the service data conversion method in the foregoing embodiment one to one. As shown in fig. 3, the service data conversion apparatus includes a first data conversion processing module 11, a second data conversion processing module 12, and a third data conversion processing module 12. The detailed description of each functional module is as follows:
the first data conversion processing module 11 is configured to perform first data conversion processing on customer data of different customers through the customer center module to obtain first service data;
the second data conversion processing module 12 is configured to perform second data conversion processing on the user information of different users through the user center module to obtain second service data;
and a third data conversion processing module 13, configured to perform third data conversion processing on the first service data and the second service data through the member center module, so as to obtain third service data applied to the financial center module.
Further, the service data conversion apparatus further includes:
the fourth data conversion processing module is used for performing fourth data conversion processing on the service data in different business states through the data service center module to obtain the customer data;
the fourth data conversion processing module further includes:
the extraction module is used for extracting, cleaning and converting the original service data of various industries through a preset data warehouse technical tool to obtain processed original service data;
and the storage module is used for unifying the original service data into the service data in different business states according to a preset data standard and outputting the service data to the data service center module.
Further, the fourth data conversion processing module includes:
the synchronization submodule is used for synchronizing the service data in different business states to a preset intermediate library through a preset synchronization program;
the pushing sub-module is used for pushing the service data in different states in the intermediate repository to a preset message middleware through a preset data synchronization middleware when the data service center module monitors instructions in a preset log;
and the association submodule is used for performing data association on the service data in different business states through the data service center module to obtain the mutually associated customer data when the data service center module receives the message of the message middleware.
Further, the first data conversion processing module includes:
the import submodule is used for importing client data of different clients into the client center module through a preset data sharing platform or importing the client data of different clients into the client center module through the data service center module or importing the client data of different clients into the client center module through the member center module;
the first determining submodule is used for determining the client data corresponding to the unique ID after the client data is subjected to data processing in the client center module through a preset data processing rule;
and the first forming submodule is used for forming first service data containing the customer label after marking the customer label on the customer data corresponding to the unique ID.
Further, the service data conversion apparatus further includes:
the system comprises a first establishing module, a second establishing module and a resource module, wherein the first establishing module is used for establishing a resource platform for acquiring client data of different clients;
the second creating module is used for creating a data console for performing data processing on the client data of different clients acquired by the resource platform;
a third creating module, configured to create a service interface layer, where the service interface layer is used to provide the first service data obtained by the data processing performed by the data center station to an external system;
a fourth creating module, configured to create an application layer for applying the first service data after the data processing is performed by the data center;
and the forming module is used for forming the customer center module by using the resource platform, the data center, the service interface layer and the application layer.
Further, the second data conversion processing module includes:
the second determining submodule is used for acquiring user information from different login systems in the user center module, identifying preset identity information in the user information, and determining client data associated with the user information from the client center module based on the identified identity information;
a second forming sub-module for forming the second service data by the user information and the customer data associated with each other.
Further, the third data conversion processing module includes:
a third forming submodule, configured to combine, in the member center module, the first service data and the second service data to form third service data applied to the financial center module; the financial center module creates member data based on the third service data.
For a specific limitation of the service data conversion apparatus, reference may be made to the above limitation on a service data conversion method, which is not described herein again. The modules in the service data conversion device may be wholly or partially implemented by software, hardware and a combination thereof. The modules can be embedded in a hardware form or independent of a processor in the computer device, and can also be stored in a memory in the computer device in a software form, so that the processor can call and execute operations corresponding to the modules.
In one embodiment, a computer device is provided, which may be a server, the internal structure of which may be as shown in fig. 4. The computer device includes a processor, a memory, an interface, and a database connected by a system bus. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program, and a database. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The database of the computer device is used for storing data involved in a service data conversion method. The interface of the computer device is used for connecting and communicating with an external terminal. The computer program is executed by a processor to implement a service data conversion method.
In one embodiment, a computer device is provided, which includes a memory, a processor, and a computer program stored in the memory and executable on the processor, and when the processor executes the computer program, the steps of a service data conversion method in the foregoing embodiments are implemented, for example, steps S10 to S40 shown in fig. 2. Alternatively, the processor, when executing the computer program, implements the functions of the modules/units of the service data conversion apparatus in the above-described embodiment, for example, the functions of the modules 11 to 14 shown in fig. 3. To avoid repetition, further description is omitted here.
In one embodiment, a computer-readable storage medium is provided, on which a computer program is stored, which when executed by a processor implements the steps of one of the service data conversion methods in the above-described embodiments, such as steps S10 to S40 shown in fig. 2. Alternatively, the computer program, when executed by the processor, implements the functions of the modules/units of the service data conversion apparatus in the above-described embodiments, such as the functions of the modules 11 to 14 shown in fig. 3. To avoid repetition, further description is omitted here.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware instructions of a computer program, which can be stored in a non-volatile computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. Any reference to memory, storage, databases, or other media used in embodiments provided herein may include non-volatile and/or volatile memory. Non-volatile memory can include read-only memory (ROM), programmable ROM (PROM), electrically Programmable ROM (EPROM), electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), double Data Rate SDRAM (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronous Link DRAM (SLDRAM), rambus (Rambus) direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM).
It will be apparent to those skilled in the art that, for convenience and brevity of description, only the above-mentioned division of the functional units and modules is illustrated, and in practical applications, the above-mentioned function distribution may be performed by different functional units and modules according to needs, that is, the internal structure of the apparatus is divided into different functional units or modules to perform all or part of the above-mentioned functions.
The above-mentioned embodiments are only used for illustrating the technical solutions of the present invention, and not for limiting the same; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; such modifications and substitutions do not depart from the spirit and scope of the embodiments of the present invention, and they should be construed as being included therein.

Claims (10)

1. A service data conversion method is characterized in that the method is applied to a service data conversion platform, and the service data conversion platform comprises a client center module, a user center module, a member center module and a financial center module; the method comprises the following steps:
performing first data conversion processing on client data of different clients through the client center module to obtain first service data;
performing second data conversion processing on the user information of different users through the user center module to obtain second service data;
and performing third data conversion processing on the first service data and the second service data through the member center module to obtain third service data applied to the financial center module.
2. The service data conversion method according to claim 1, wherein the service data conversion platform further comprises a data service center module; before the first data conversion processing is performed on the customer data of different customers through the customer center module to obtain first service data, the method further includes:
performing fourth data conversion processing on service data in different business states through the data service center module to obtain the customer data;
before the fourth data conversion processing is performed on the service data in different business states through the data service center module to obtain the customer data, the method further includes:
extracting, cleaning and converting original service data of various industries through a preset data warehouse technical tool to obtain processed original service data;
unifying the original service data into the service data in different business states according to a preset data standard, and outputting the service data to the data service center module.
3. The method for converting service data according to claim 2, wherein the obtaining the customer data by performing a fourth data conversion process on the service data in different business states through the data service center module comprises:
synchronizing the service data in different business states to a preset intermediate library through a preset synchronization program;
when the data service center module monitors instructions in a preset log, the service data in different states in the intermediate library is pushed to a preset message middleware through a preset data synchronization middleware;
and when the data service center module receives the message of the message middleware, performing data association on the service data in different business states through the data service center module to obtain the mutually associated customer data.
4. The service data conversion method according to claim 1 or 3, wherein the performing, by the customer center module, a first data conversion process on customer data of different customers to obtain first service data includes:
the method comprises the steps that customer data of different customers are imported into a customer center module through a preset data sharing platform, or the customer data of the different customers are imported into the customer center module through a data service center module, or the customer data of the different customers are imported into the customer center module through a member center module;
in the customer center module, after data processing is carried out on the customer data through a preset data processing rule, customer data corresponding to the unique ID are determined;
and marking a customer tag on the customer data corresponding to the unique ID to form first service data containing the customer tag.
5. The service data conversion method according to claim 4, wherein before the first data conversion processing is performed on the customer data of different customers by the customer center module to obtain the first service data, the method further includes:
creating a resource platform for acquiring client data of different clients;
creating a data center for processing the client data of different clients acquired by the resource platform;
creating a service interface layer for providing the first service data subjected to data processing by the data center station to an external system;
creating an application layer for applying the first service data subjected to data processing by the data center;
and forming the customer center module by the resource platform, the data center, the service interface layer and the application layer.
6. The service data conversion method according to claim 1, wherein performing a second data conversion process on the user information of different users through the user center module to obtain second service data includes:
in the user center module, user information from different login systems is obtained, after preset identity information in the user information is identified, the client data associated with the user information is determined from the client center module through the identified identity information;
the second service data is formed by the user information and the customer data being associated with each other.
7. The service data conversion method according to claim 1, wherein the third data conversion processing of the first service data and the second service data by the member center module to obtain third service data applied to the financial center module comprises:
in the member center module, combining the first service data and the second service data to form the third service data applied to the financial center module; the financial center module creates member data based on the third service data.
8. A service data conversion apparatus, characterized in that; the device applies a service data conversion platform, wherein the service data conversion platform comprises a client center module, a user center module, a member center module and a financial center module; the device comprises:
the first data conversion processing module is used for performing first data conversion processing on client data of different clients through the client center module to obtain first service data;
the second data conversion processing module is used for performing second data conversion processing on the user information of different users through the user center module to obtain second service data;
and the third data conversion processing module is used for performing third data conversion processing on the first service data and the second service data through the member center module to obtain third service data applied to the financial center module.
9. A computer device comprising a memory, a processor and a computer program stored in the memory and executable on the processor, characterized in that the processor implements a service data conversion method according to any one of claims 1 to 7 when executing the computer program.
10. A computer-readable storage medium storing a computer program, wherein the computer program is executed by a processor to implement a service data conversion method according to any one of claims 1 to 7.
CN202211666590.2A 2022-12-23 2022-12-23 Service data conversion method, device, computer equipment and storage medium Pending CN115964423A (en)

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