CN105631004A - Data processing method and system - Google Patents
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- CN105631004A CN105631004A CN201511001411.3A CN201511001411A CN105631004A CN 105631004 A CN105631004 A CN 105631004A CN 201511001411 A CN201511001411 A CN 201511001411A CN 105631004 A CN105631004 A CN 105631004A
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- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
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- G06F16/2457—Query processing with adaptation to user needs
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Abstract
The invention discloses a data processing method and system. The method includes the steps that when application requests are received, target application data matched with the application requests is acquired from a preset data platform; the target application data is correspondingly processed. Application data in multiple preset application types is pre-stored in the data platform, the application data is stored based on a preset unified data model, and each kind of application data is integrated through multisource service data correspondingly used for corresponding processing logics. The multisource service data is integrated in advance, integrated service source data is stored based on the preset unified data model, standardized and unified management of the service source data is achieved, meanwhile, on the basis of setting multiple corresponding application types for the integrated and standardized service source data, unification of data access standards and data processing logics is achieved, and therefore data exchange pressure on the system can be relieved through the method, and data processing efficiency of the system is improved.
Description
Technical field
The invention belongs to the management of business datum, applied technical field, particularly relate to a kind of data processing method and system.
Background technology
Bank is an industry with information advantage, at present, along with the development of banking business, bank application system gets more and more, the cumulative data amount of each application system service source data grows with each passing day, meanwhile the batch data treatment capacity of system background continues to increase, and comprehensive cross-system market demand demand also continues to bring out.
At present, each application system service source data of bank lack data normalization and unified administrative mechanism, easily cause information nonuniqueness and without cognation, thus data redundancy phenomena or data silo phenomenon occur, each application system lacks unified data access standard, cannot unify to formulate data process method, easily cause program overlapping development, and each application system and corresponding data source systems are independent interconnected, what easily produce is a large amount of, unnecessary data exchange, thus increase the time of data exchange, increase the operating pressure of system, reduce data-handling efficiency. based on this, the business demand constantly expanded in the face of bank, in order to slow down data exchange pressure, it is to increase data-handling efficiency, it is necessary to the full row data such as the basic data of bank, customer information are carried out stdn and unified process.
Summary of the invention
In view of this, it is an object of the invention to provide a kind of data processing method and system, it is intended to solve the problems referred to above that prior art exists, it is achieved the full row data of bank is carried out stdn and unified process.
For this reason, the present invention's openly following technical scheme:
A kind of data processing method, comprising:
Receiving the application request of user, described application request comprises type used and basic application message;
Based on described type used and described basic application message, from predetermined data platform, obtain the intended application data mated mutually with described application request; Wherein, described data platform is previously stored with the application data of multiple default type used, the application data of various default type used stores based on predetermined unified data model, and the application data of often kind of type used obtains by the multi-source business datum being applied to respective handling logic carries out integration;
Based on described type used, described intended application data are carried out respective handling.
Aforesaid method, it is preferable that, when described type used is fairground form, described basic application message comprises report query conditions; When described type used is data query, described basic application message comprises data query conditions; When described type used is data sharing, described basic application message comprises shared querying condition and data sharing object; When described type used is data distribution, described basic application message comprises distribution querying condition and data distribution object.
Aforesaid method, it is preferable that, described data query comprises core data inquiry, the inquiry of historical data and reconciliation data query.
Aforesaid method, it is preferable that, described based on described type used, described intended application data are carried out respective handling and comprises:
When described type used is fairground form, show based on described report query conditions from the target fairground data that described data platform inquires;
When described type used is data query, show the target query data inquired based on described data query conditions from described data platform;
When described type used is data sharing, the target inquired from described data platform based on described shared querying condition is shared data, is shared to described data sharing object;
When described type used is data distribution, the target distributing data that will inquire from described data platform based on described distribution querying condition, is distributed to described data distribution object.
Aforesaid method, it is preferable that, also comprise following preprocessing process:
From predetermined multiple business datum origin system capturing service data;
The described business datum gathered is carried out integration processing, it is achieved the multi-source business datum being applied to respective handling logic is integrated into the application data of respective application type;
By the application data of various type used based on predetermined unified data model partitioned storage to described data platform.
Aforesaid method, it is preferable that, also comprise:
When receiving the system management request of user, the target object described system management request pointed to carries out corresponding management.
A kind of data handling system, comprising:
Receiver module, for receiving the application request of user, described application request comprises type used and basic application message;
Acquisition module, for based on described type used and described basic application message, obtaining the intended application data mated mutually with described application request from predetermined data platform; Wherein, described data platform is previously stored with the application data of multiple default type used, the application data of various default type used stores based on predetermined unified data model, and the application data of often kind of type used obtains by the multi-source business datum being applied to respective handling logic carries out integration;
Application processing module, for based on described type used, carrying out respective handling to described intended application data.
Said system, it is preferable that, when described type used is fairground form, described basic application message comprises report query conditions; When described type used is data query, described basic application message comprises data query conditions; When described type used is data sharing, described basic application message comprises shared querying condition and data sharing object; When described type used is data distribution, described basic application message comprises distribution querying condition and data distribution object; Then described processing module comprises:
First display unit, for when described type used is fairground form, showing based on described report query conditions from the target fairground data that described data platform inquires;
2nd display unit, for when described type used is data query, showing the target query data inquired based on described data query conditions from described data platform;
Share unit, for when described type used is data sharing, the target inquired from described data platform based on described shared querying condition being shared data, is shared to described data sharing object;
Distribution unit, for when described type used is data distribution, the target distributing data that will inquire from described data platform based on described distribution querying condition, is distributed to described data distribution object.
Said system, it is preferable that, also comprising pre-processing module, described pre-processing module comprises:
Collecting unit, for from predetermined multiple business datum origin system capturing service data;
Integral unit, for carrying out integration processing to the described business datum gathered, it is achieved the multi-source business datum being applied to respective handling logic is integrated into the application data of respective application type;
Storage unit, for by the application data of often kind of type used based on predetermined unified data model partitioned storage to described data platform.
Said system, it is preferable that, also comprise:
System management module, for when receiving the system management request of user, the target object described system management request pointed to carries out corresponding management.
By above scheme it will be seen that the application's method is when receiving the application request of user, from predetermined data platform, obtain the intended application data mated mutually with described application request; And described intended application data are carried out respective handling. Wherein, described data platform is previously stored with the application data of multiple default type used, the application data of various default type used stores based on predetermined unified data model, and the application data of often kind of type used obtains by the multi-source business datum being applied to respective handling logic carries out integration. Visible, the application is by integrating the multi-source business datum being applied to respective handling logic in advance, and store the service source data after integrating based on predetermined unified data model, achieve stdn and the unified management of service source data, simultaneously, multiple corresponding type used is set based on the service source data after integrating also stdn, achieve the unification of data access standard and data process method, thus apply the application can the data exchange pressure of relieving system, it is to increase the data-handling efficiency of system.
Accompanying drawing explanation
In order to be illustrated more clearly in the embodiment of the present invention or technical scheme of the prior art, it is briefly described to the accompanying drawing used required in embodiment or description of the prior art below, apparently, accompanying drawing in the following describes is only embodiments of the invention, for those of ordinary skill in the art, under the prerequisite not paying creative work, it is also possible to obtain other accompanying drawing according to the accompanying drawing provided.
Fig. 1 is the data processing method schema that the embodiment of the present invention one provides;
Fig. 2 is the application example architecture figure of the comprehensive data management platform realized based on the application's scheme that the embodiment of the present invention one provides;
Fig. 3 is the logic example architecture figure of the comprehensive data management platform realized based on the application's scheme that the embodiment of the present invention one provides;
Fig. 4 is the data processing method schema that the embodiment of the present invention two provides;
Fig. 5-Fig. 7 is the structural representation of the data handling system that the embodiment of the present invention one provides.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is clearly and completely described, it is clear that described embodiment is only the present invention's part embodiment, instead of whole embodiments. Based on the embodiment in the present invention, those of ordinary skill in the art, not making other embodiments all obtained under creative work prerequisite, belong to the scope of protection of the invention.
Embodiment one
The open a kind of data processing method of the embodiment of the present invention one, with reference to figure 1, described data processing method can comprise the following steps:
S101: the application request receiving user, described application request comprises type used and basic application message.
For solving the various problems that prior art exists, the multi-source business datum that full row is applied to respective handling logic is integrated by the application in advance, and store the service source data after integrating based on predetermined unified data model, stdn and the unified management of service source data is realized with this, simultaneously, multiple corresponding type used is set based on the service source data after integrating also stdn, achieve service application and gather model, achieve the unification of data access standard and data process method based on this, can avoid occurring the overlapping development phenomenon between each application system in prior art.
Specifically, the application establishes the unified data model of full row in advance, to support the unified data model by topicalization, stratification, sets up the data platform/Data centre of full row, the application system source data of the full row of centralized management, unified each application system for entirely going provides data; Establish the data gathering of stdn, data integration, data store and data processing architecture, and provide unified data processing mechanism, unified data standard and data interface.
Wherein, the Data Source of described data platform is the multi-source heterogeneous database that each business system of row is corresponding entirely, specifically can comprise general ledger, core, same city, card system, fund, new state ties, China blocks, foreign exchange card, gold, third party deposits pipe, fund, old Net silver, collection is calculated, B2B (Business-to-Business, enterprise is to enterprise), B2C (Business-to-Customer, enterprise is to client), silver closes logical, wild card is received single, telephone bank, credit, individual loan accounting system, RA (RegistrationAuthority, registration body), new Net silver, the database of the various business system such as new financing.
The application carries out data gathering, data integration by the multi-source heterogeneous database of system of the whole industry being engaged in, and based on the unified data model set up in advance, the business datum after integration is carried out regulation and standardization process, obtain meeting the application data of the deposit data mode of data platform. Wherein, specifically realize, by various data processing such as data extraction, conversion, cleaning, processing, loadings, the whole process that data gathering stores to data.
Multi-source business datum is integrated by the present embodiment from business application point, the multi-source business datum being applied to corresponding (as identical, similar or relevant) process logic is integrated into same application data, and based on full row unified data model, the application data obtained after integration is carried out partitioned storage, with reference to figure 2, Fig. 2 is the application example architecture figure of the comprehensive data management platform realized based on the application's scheme, wherein, the application data that data platform stores specifically is divided into data fairground, data query, shares the types such as distribution. The multiple subtype number certificates such as the data comprise client of described data fairground type, card, product, client's contribution degree, e-bank, cash, fund business; The data comprise historical data of data query type, reconciliation data and core data; The data comprise sharing distribution type shares data and distributing data.
Based on the various application datas of service application angle partitioned storage in data platform, the various types of front end applications run on data platform can be embodied as, the application of each types such as such as fairground form, data query (comprising the inquiry of historical data, reconciliation data query, core data inquiry etc.), data sharing, data distribution provides Data support, and data platform is simultaneously for various front end applications provides the data interface of corresponding unification, specification. Store and service application that the data platform of unified management constitutes full row as running each front end applications on basis gathers model so that row entirely is unified.
On the above basis set forth, the application achieves full row stdn data gathering, data integration, data store the foundation with data processing channel, for head office and branch provide a unified data processing platform (DPP), construct manipulation type application OLTP (On-lineTransactionProcessing, Transaction Processing) and analysis mode application OLAP (On-LineAnalyticalProcessing, on-line analytical processing) data communication bridge, shield application system to the direct demand data of data source systems, the unification of access standard and data process method, decrease unnecessary data exchange, improve data processing speed, alleviate system running pressure.
In real world applications scene, can according to the service application demand of reality, the data gathering of data platform, data integration and partitioned storage strategy are prepared, and carry out layout to running the various front end applications on data platform further, such as specifically on the basis of full row data platform, layout core can inquire about the various application systems such as printing, form platform, the inquiry of historical data, historical data management, data fairground, reconciliation system, data sharing, system administration. It is the logic example architecture figure of the comprehensive data management platform of the data gathering being integrated with full row stdn, data integration, data storage and market demand processing capacity that the present embodiment provides with reference to figure 3, Fig. 3.
Setting up full row data platform and running on the basis of the various front end applications on described data platform, by receiving the application request of user and respond described application request, for user provides corresponding service application function.
Specifically, application request described in this step comprises type used and basic application message, described basic application message need to depending on the embody rule type of presently used front end applications, in general, when described type used is fairground form, described basic application message comprises report query conditions; When described type used is data query, described basic application message comprises data query conditions; When described type used is data sharing, described basic application message comprises shared querying condition and data sharing object; When described type used is data distribution, described basic application message comprises distribution querying condition and data distribution object.
S102: based on described type used and described basic application message, obtains the intended application data mated mutually with described application request from predetermined data platform; Wherein, described data platform is previously stored with the application data of multiple default type used, the application data of often kind of default type used stores based on corresponding unified data model, and the application data of often kind of type used obtains by the multi-source business datum being applied to respective handling logic carries out integration.
After receiving the application request of user, based on the type used carried in described application request, target partition holding required in data platform can be positioned, afterwards, from described target partition holding, the target data mated mutually with described application request are inquired according to the basic application message carried in described application request, such as, if described application request is the inquiry of historical data request, the sub-subregion of historical data that then first can be positioned in data platform data inquiry subregion according to " the inquiry of historical data " this type used, afterwards, utilize the inquiry of historical data condition entrained by described application request, required historical data is inquired from the sub-subregion of described historical data.
Described intended application data are carried out respective handling by S103: based on described type used.
After obtaining, from data platform, the intended application data mated mutually with described application request, described intended application data specifically based on information such as the type useds comprised in described application request, are carried out required process by this step. Such as, when described type used is fairground form, show based on described report query conditions from the target fairground data that described data platform inquires; When described type used is data query, show the target query data inquired based on described data query conditions from described data platform; When described type used is data sharing, the target inquired from described data platform based on described shared querying condition is shared data, is shared to described data sharing object; When described type used is data distribution, the target distributing data that will inquire from described data platform based on described distribution querying condition, is distributed to described data distribution object.
It should be noted that, the front end applications of the various type useds that the present embodiment provides, and the partitioned storage situation etc. of application data in data platform, it is only the present embodiment to the exemplary illustration of the application's overall thought, in practical application, the examples such as the concrete partitioned storage situation needing not be confined to embody rule type that the present embodiment provides and platform data, the application's scheme based on the actual demand of banking business, can be practiced flexibly by technician under the prerequisite not departing from the application's thought.
By above scheme it will be seen that the application's method is when receiving the application request of user, from predetermined data platform, obtain the intended application data mated mutually with described application request; And described intended application data are carried out respective handling. Wherein, described data platform is previously stored with the application data of multiple default type used, the application data of various default type used stores based on predetermined unified data model, and the application data of often kind of type used obtains by the multi-source business datum being applied to respective handling logic carries out integration. Visible, the application is by integrating the multi-source business datum being applied to respective handling logic in advance, and store the service source data after integrating based on predetermined unified data model, achieve stdn and the unified management of service source data, simultaneously, multiple corresponding type used is set based on the service source data after integrating also stdn, achieve the unification of data access standard and data process method, thus apply the application can the data exchange pressure of relieving system, it is to increase the data-handling efficiency of system.
Embodiment two
The present embodiment two continues the scheme to embodiment one and supplements, and with reference to figure 4, described method can also comprise the following steps:
S104: when receiving the system management request of user, the target object described system management request pointed to carries out corresponding management.
Providing based on the basis of the various service application of data platform, the present embodiment provides the system management function based on data platform, wherein, specifically can according to the system administration demand of reality, in advance for user provides various different management function, thus when user has system administration demand, realize submitting to system managing request accordingly by triggering corresponding management operation, after system acceptance to this request, response request, the target object this request pointed to carries out corresponding management.
Embodiment three
The open a kind of data handling system of the present embodiment three, data processing method disclosed in described data handling system and above each embodiment is corresponding.
Corresponding to embodiment one, with reference to figure 5, described system comprises receiver module 100, acquisition module 200 and application processing module 300.
Receiver module 100, for receiving the application request of user, described application request comprises type used and basic application message;
Acquisition module 200, for based on described type used and described basic application message, obtaining the intended application data mated mutually with described application request from predetermined data platform; Wherein, described data platform is previously stored with the application data of multiple default type used, the application data of various default type used stores based on predetermined unified data model, and the application data of often kind of type used obtains by the multi-source business datum being applied to respective handling logic carries out integration;
Application processing module 300, for based on described type used, carrying out respective handling to described intended application data.
Wherein, when described type used is fairground form, described basic application message comprises report query conditions; When described type used is data query, described basic application message comprises data query conditions; When described type used is data sharing, described basic application message comprises shared querying condition and data sharing object; When described type used is data distribution, described basic application message comprises distribution querying condition and data distribution object; Then described processing module comprises:
First display unit, for when described type used is fairground form, showing based on described report query conditions from the target fairground data that described data platform inquires;
2nd display unit, for when described type used is data query, showing the target query data inquired based on described data query conditions from described data platform;
Share unit, for when described type used is data sharing, the target inquired from described data platform based on described shared querying condition being shared data, is shared to described data sharing object;
Distribution unit, for when described type used is data distribution, the target distributing data that will inquire from described data platform based on described distribution querying condition, is distributed to described data distribution object.
The functional realiey needs of each function module that described data handling system comprises are based on certain pretreatment work, and based on this, with reference to figure 6, described data handling system also comprises pre-processing module 400, and this module comprises:
Collecting unit, for from predetermined multiple business datum origin system capturing service data;
Integral unit, for carrying out integration processing to the described business datum gathered, it is achieved the multi-source business datum being applied to respective handling logic is integrated into the application data of respective application type;
Storage unit, for by the application data of often kind of type used based on predetermined unified data model partitioned storage to described data platform.
Corresponding to embodiment two, with reference to figure 5, described system can also comprise system management module 500, for when receiving the system management request of user, the target object described system management request pointed to carries out corresponding management.
For data handling system disclosed in the embodiment of the present invention three, due to its with embodiment one to embodiment two disclosed in data processing method corresponding, so what describe is fairly simple, relevant similarity refers to the explanation of data processing method part in embodiment one to embodiment two, no longer describes in detail herein.
It should be noted that, each embodiment in this specification sheets all adopts the mode gone forward one by one to describe, each embodiment emphasis illustrate be the difference with other embodiments, between each embodiment identical similar part mutually see.
For convenience of description, it is divided into various module or unit to describe respectively with function when describing above system or device. Certainly, the function of each unit can be realized in same or multiple software and/or hardware when implementing the application.
As seen through the above description of the embodiments, the technician of this area can be well understood to the application and can realize by the mode that software adds required general hardware platform. Based on such understanding, the technical scheme of the application in essence or says that part prior art contributed can embody with the form of software product, this computer software product can be stored in storage media, such as ROM/RAM, magnetic disc, CD etc., comprise some instructions with so that a computer equipment (can be Personal Computer, server, or the network equipment etc.) perform the method described in some part of each embodiment of the application or embodiment.
Finally, also it should be noted that, herein, the relational terms of such as first, second, third and fourth etc. and so on is only used for separating an entity or operation with another entity or operational zone, and not necessarily requires or imply to there is any this kind of actual relation or sequentially between these entities or operation. And, term " comprises ", " comprising " or its any other variant are intended to contain comprising of nonexcludability, so that comprise the process of a series of key element, method, article or equipment not only comprise those key elements, but also comprise other key elements clearly do not listed, or also comprise the key element intrinsic for this kind of process, method, article or equipment. When not more restrictions, the key element limited by statement " comprising ... ", and be not precluded within process, method, article or the equipment comprising described key element and also there is other identical element.
The above is only the preferred embodiment of the present invention; it is noted that for those skilled in the art, under the premise without departing from the principles of the invention; can also making some improvements and modifications, these improvements and modifications also should be considered as protection scope of the present invention.
Claims (10)
1. a data processing method, it is characterised in that, comprising:
Receiving the application request of user, described application request comprises type used and basic application message;
Based on described type used and described basic application message, from predetermined data platform, obtain the intended application data mated mutually with described application request; Wherein, described data platform is previously stored with the application data of multiple default type used, the application data of various default type used stores based on predetermined unified data model, and the application data of often kind of type used obtains by the multi-source business datum being applied to respective handling logic carries out integration;
Based on described type used, described intended application data are carried out respective handling.
2. method according to claim 1, it is characterised in that, when described type used is fairground form, described basic application message comprises report query conditions; When described type used is data query, described basic application message comprises data query conditions; When described type used is data sharing, described basic application message comprises shared querying condition and data sharing object; When described type used is data distribution, described basic application message comprises distribution querying condition and data distribution object.
3. method according to claim 2, it is characterised in that, described data query comprises core data inquiry, the inquiry of historical data and reconciliation data query.
4. according to the method in claim 2 or 3, it is characterised in that, described based on described type used, described intended application data are carried out respective handling and comprises:
When described type used is fairground form, show based on described report query conditions from the target fairground data that described data platform inquires;
When described type used is data query, show the target query data inquired based on described data query conditions from described data platform;
When described type used is data sharing, the target inquired from described data platform based on described shared querying condition is shared data, is shared to described data sharing object;
When described type used is data distribution, the target distributing data that will inquire from described data platform based on described distribution querying condition, is distributed to described data distribution object.
5. method according to claim 1, it is characterised in that, also comprise following preprocessing process:
From predetermined multiple business datum origin system capturing service data;
The described business datum gathered is carried out integration processing, it is achieved the multi-source business datum being applied to respective handling logic is integrated into the application data of respective application type;
By the application data of various type used based on predetermined unified data model partitioned storage to described data platform.
6. method according to claim 1, it is characterised in that, also comprise:
When receiving the system management request of user, the target object described system management request pointed to carries out corresponding management.
7. a data handling system, it is characterised in that, comprising:
Receiver module, for receiving the application request of user, described application request comprises type used and basic application message;
Acquisition module, for based on described type used and described basic application message, obtaining the intended application data mated mutually with described application request from predetermined data platform; Wherein, described data platform is previously stored with the application data of multiple default type used, the application data of various default type used stores based on predetermined unified data model, and the application data of often kind of type used obtains by the multi-source business datum being applied to respective handling logic carries out integration;
Application processing module, for based on described type used, carrying out respective handling to described intended application data.
8. system according to claim 7, it is characterised in that, when described type used is fairground form, described basic application message comprises report query conditions; When described type used is data query, described basic application message comprises data query conditions; When described type used is data sharing, described basic application message comprises shared querying condition and data sharing object; When described type used is data distribution, described basic application message comprises distribution querying condition and data distribution object; Then described processing module comprises:
First display unit, for when described type used is fairground form, showing based on described report query conditions from the target fairground data that described data platform inquires;
2nd display unit, for when described type used is data query, showing the target query data inquired based on described data query conditions from described data platform;
Share unit, for when described type used is data sharing, the target inquired from described data platform based on described shared querying condition being shared data, is shared to described data sharing object;
Distribution unit, for when described type used is data distribution, the target distributing data that will inquire from described data platform based on described distribution querying condition, is distributed to described data distribution object.
9. system according to claim 7, it is characterised in that, also comprise pre-processing module, described pre-processing module comprises:
Collecting unit, for from predetermined multiple business datum origin system capturing service data;
Integral unit, for carrying out integration processing to the described business datum gathered, it is achieved the multi-source business datum being applied to respective handling logic is integrated into the application data of respective application type;
Storage unit, for by the application data of often kind of type used based on predetermined unified data model partitioned storage to described data platform.
10. system according to claim 7, it is characterised in that, also comprise:
System management module, for when receiving the system management request of user, the target object described system management request pointed to carries out corresponding management.
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| CN106294125A (en) * | 2016-07-25 | 2017-01-04 | 重庆农村商业银行股份有限公司 | Core banking system data processing method |
| CN107301550A (en) * | 2017-07-05 | 2017-10-27 | 阿里巴巴集团控股有限公司 | Acquisition methods, the method for building up and device of amount management and control rule of amount information |
| CN108255979A (en) * | 2017-12-28 | 2018-07-06 | 山东浪潮商用系统有限公司 | A kind of data summarization method, data summarization platform and system |
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| CN110119480A (en) * | 2019-05-23 | 2019-08-13 | 北京小米移动软件有限公司 | Information processing method, device, equipment and storage medium |
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