CN107040578A - Method of data synchronization, device and system - Google Patents

Method of data synchronization, device and system Download PDF

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Publication number
CN107040578A
CN107040578A CN201611271367.2A CN201611271367A CN107040578A CN 107040578 A CN107040578 A CN 107040578A CN 201611271367 A CN201611271367 A CN 201611271367A CN 107040578 A CN107040578 A CN 107040578A
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data
chronization
database
syn
processing server
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CN107040578B (en
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王勇
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Ping An Technology Shenzhen Co Ltd
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Ping An Technology Shenzhen Co Ltd
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Priority to PCT/CN2017/089484 priority patent/WO2018120681A1/en
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/10Protocols in which an application is distributed across nodes in the network
    • H04L67/1095Replication or mirroring of data, e.g. scheduling or transport for data synchronisation between network nodes

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  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)

Abstract

The invention discloses a kind of method of data synchronization, applied to data processing server, the method for data synchronization includes:When receiving data syn-chronization instruction, data processing server determines the network memory of the data processing server association;It is determined that the network memory in obtain default data syn-chronization rule;According to the data syn-chronization of acquisition rule, the database of pending data syn-chronization in the database server of the data processing server association is determined, and data syn-chronization operation is performed according to the database of determination.The invention also discloses a kind of data synchronization unit and system.The present invention improves the convenience and whole efficiency of data syn-chronization.

Description

Method of data synchronization, device and system
Technical field
The present invention relates to data processing field, more particularly to a kind of method of data synchronization, device and system.
Background technology
When existing enterprise-level application carries out data syn-chronization, the same of data can be carried out by multiple data processing servers Step, but existing data syn-chronization, it is necessary in data processing server data storage synchronization rules, expanding new number every time When carrying out data syn-chronization according to processing server, it is required for storing corresponding rule, in this case, not only to data simultaneously operating It is cumbersome, and due to needing the cost time to go data storage synchronization rules, cause the whole efficiency reduction to data syn-chronization.
The content of the invention
It is a primary object of the present invention to provide a kind of method of data synchronization, device and system, it is intended to solve existing number According to the method for synchronization, cumbersome, and the relatively low technical problem of whole efficiency of data syn-chronization is operated.
To achieve the above object, a kind of method of data synchronization that the present invention is provided, it is described applied to data processing server Method of data synchronization includes:
When receiving data syn-chronization instruction, data processing server determines the network of the data processing server association Memory;
It is determined that the network memory in obtain default data syn-chronization rule;
According to the data syn-chronization of acquisition rule, in the database server for determining the data processing server association The database of pending data syn-chronization, and data syn-chronization operation is performed according to the database of determination.
Preferably, the data syn-chronization rule according to acquisition, determines the number of the data processing server association According to the database of pending data syn-chronization in the server of storehouse, and according to the database of determination perform data syn-chronization operate the step of wrap Include:
It is same whether the corresponding operating system of the data processing server analysis data processing server meets data Step condition;
When the corresponding operating system of the data processing server meets data syn-chronization condition, according to the number of acquisition According to synchronization rules, it is determined that in the database server of association pending data syn-chronization database, and according to the database of determination Perform data syn-chronization operation.
Preferably, the data processing server analyzes whether the corresponding operating system of the data processing server meets The step of data syn-chronization condition, includes:
The data processing server analyzes the corresponding operation of the data processing server by preset schedule program The resource situation of system, wherein, the resource situation includes cpu resource or internal memory shows program MEM resources;
The resource situation based on analysis, determines whether the corresponding operating system of the data processing server meets number According to synchronous condition, wherein, when the resources left utilization rate of the cpu resource or MEM resources is more than predetermined threshold value, it is determined that described The corresponding operating system of data processing server meets data syn-chronization condition.
Preferably, described perform performs the step of data syn-chronization is operated simultaneously according to the database of determination, performs following walk Suddenly:
The data processing server records the data syn-chronization and operates corresponding synchronizing process;
By the database day of the synchronizing process storage of record to local text log and the database server In will, in order to check data synchronization process.
Preferably, the method for data synchronization also includes:
If the data processing server detects other data processing services relative to the data processing server There is data syn-chronization interruption in data synchronization process in device, it is determined that each database that data syn-chronization is interrupted;
Data syn-chronization operation is re-executed to each database of data sync break;
If it is synchronous by other data processing servers to have detected partial data, with the data of re-synchronization Update synchronous data.
In addition, to achieve the above object, the present invention also provides a kind of data synchronization unit, applied to data processing service Device, the data synchronization unit includes:
Determining module, for when receiving data syn-chronization instruction, determining the network of the data processing server association Memory;
Acquisition module, for it is determined that the network memory in obtain default data syn-chronization rule;
Processing module, for the data syn-chronization rule according to acquisition, determines the data processing server association The database of pending data syn-chronization in database server, and data syn-chronization operation is performed according to the database of determination.
Preferably, the processing module includes:
Submodule is analyzed, for analyzing whether the corresponding operating system of the data processing server meets data syn-chronization bar Part;
Submodule is handled, for when the corresponding operating system of the data processing server meets data syn-chronization condition, According to the data syn-chronization of acquisition rule, it is determined that in the database server of association pending data syn-chronization database, and Data syn-chronization operation is performed according to the database of determination.
Preferably, the analysis submodule includes:
Analytic unit, the money for analyzing the corresponding operating system of the data processing server by preset schedule program Source situation, wherein, the resource situation includes cpu resource or internal memory shows program MEM resources;
Determining unit, for the resource situation based on analysis, determines the corresponding operation of the data processing server Whether system meets data syn-chronization condition, wherein, it is more than in the resources left utilization rate of the cpu resource or MEM resources default During threshold value, determine that the corresponding operating system of the data processing server meets data syn-chronization condition.
Preferably, the data synchronization unit also includes:
Logging modle, for while the processing module performs data syn-chronization operation according to the database of determination, remembering Record the data syn-chronization and operate corresponding synchronizing process;
Memory module, for the synchronizing process storage of record to be arrived into local text log and the database service In the database journal of device, in order to check data synchronization process.
Preferably, the determining module, if being additionally operable to detect other data relative to the data processing server There is data syn-chronization interruption in data synchronization process in processing server, it is determined that each database that data syn-chronization is interrupted;
The processing module, is additionally operable to re-execute each database of data sync break data syn-chronization operation;
The data synchronization unit also includes:
Update module, if synchronous by other data processing servers for having detected partial data, is used The data of re-synchronization update synchronous data.
In addition, to achieve the above object, the present invention also provides a kind of data synchronous system, the data synchronous system bag Include:Data processing server, network memory and database server, the data of the data processing server as described above Sychronisation.
Method of data synchronization proposed by the present invention, device and system, applied to data processing server, the data processing Server first determines the network memory of the data processing server association, Ran Hou when receiving data syn-chronization instruction Default data syn-chronization rule is obtained in the network memory determined, finally according to the data syn-chronization of acquisition rule, The database of pending data syn-chronization in the database server of the data processing server association is determined, and according to determination Database performs data syn-chronization operation.When realizing synchrodata, even if to extend new data processing server carries out data Synchronization, it is not required that the interpolation data synchronization rules in each data processing server, as long as by data syn-chronization rule add Into network memory, as long as each follow-up data processing server obtains data syn-chronization rule just from network memory The synchronization of data can be carried out to the database in data processing server, the synchronization to data is very convenient, due to shortening The time of interpolation data synchronization rules, so as to improve the whole efficiency of data syn-chronization.
Brief description of the drawings
Fig. 1 is the schematic flow sheet of method of data synchronization first embodiment of the present invention;
The refinement schematic flow sheet that Fig. 2 is step S30 in Fig. 1;
The refinement schematic flow sheet that Fig. 3 is step S31 in Fig. 2;
Fig. 4 is the schematic flow sheet of method of data synchronization second embodiment of the present invention;
Fig. 5 is the preferred application schematic diagram of a scenario of data synchronization process of the present invention;
Fig. 6 is the high-level schematic functional block diagram of data synchronization unit first embodiment of the present invention;
Fig. 7 is the refinement high-level schematic functional block diagram of processing module 30 in Fig. 6;
Fig. 8 is the refinement high-level schematic functional block diagram of analysis submodule 31 in Fig. 7;
Fig. 9 is the high-level schematic functional block diagram of data synchronization unit second embodiment of the present invention.
The realization, functional characteristics and advantage of the object of the invention will be described further referring to the drawings in conjunction with the embodiments.
Embodiment
It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not intended to limit the present invention.
The present invention provides a kind of method of data synchronization, applied to data processing server.
Reference picture 1, Fig. 1 is the schematic flow sheet of method of data synchronization first embodiment of the present invention.
In the present embodiment, the method for data synchronization includes:
Step S10, when receiving data syn-chronization instruction, data processing server determines that the data processing server is closed The network memory of connection.
In the present embodiment, before the step S10, including step:Data processing server and network memory are closed Connection gets up, and by data syn-chronization rule storage into the network memory.It is worth noting that, described by data syn-chronization rule Store in the webserver, be actually that the corresponding shared magnetic of the webserver is arrived into data syn-chronization rule storage In disk, data syn-chronization rule is used for each data processing server associated will pass through shared disk technology.
In the present embodiment, the data processing server is preferably Kettle servers, data processing clothes hereinafter Business device represents Kettle servers.It is worth noting that, the Kettle servers are really a ETL from starting of increasing income (Extract-Transform-Load) instrument, for extracting, cleaning, change, loading data, pure java writes, can be many Run on platform, data pick-up efficient stable.The network memory be preferably NAS (Network Attached Storage, Network attached storage) server, similarly, network memory hereinafter also represents nas server.
In the present embodiment, a nas server can set up incidence relation with multiple Kettle servers, with specific reference to The identification information of the identification information of Kettle servers and the nas server is associated the foundation of relation.Due to this reality It is preferably Kettle servers to apply the data processing server in example, therefore, and the data syn-chronization rule is alternatively referred to as Kettle program metadatas.
When the data processing server receives data syn-chronization instruction, you can according to the incidence relation set up in advance, Directly determine the network memory of association.
Step S20, it is determined that the network memory in obtain default data syn-chronization rule.
That is, it is determined that the data processing server association network memory after, you can it is determined that institute State and default data syn-chronization rule is obtained in network memory, institute is stored in by the synchronization rules are hereinbefore described State in the corresponding shared disk of the webserver, therefore, it is described it is determined that the network memory in obtain default data Synchronization rules, are actually that the data syn-chronization rule is obtained in the corresponding shared disk of the webserver.This implementation The data syn-chronization rule in example includes but is not limited to:Each database of pending data syn-chronization, data class to be synchronized Type, and data synchronizing frequency etc..
It should be appreciated that in the shared disk of network memory data storage, and by shared disk technology for other Each data processing server carries out the acquisition of data, is synchronously advised without data storage is distinguished in each data processing server Then so that follow-up data syn-chronization is more convenient, and data synchronization efficiency is also higher.
Step S30, according to the data syn-chronization of acquisition rule, determines the database of pending data syn-chronization, and according to The database of determination performs data syn-chronization operation.
In the present embodiment, after data syn-chronization rule is got, first according to the data syn-chronization of acquisition rule, really The database of pending data syn-chronization in the database server of the fixed data processing server association, wherein, the data The foundation of processing server and database server incidence relation, and above with network memory to set up mode consistent, and And, equally it is that a database server can set up incidence relation with multiple Kettle servers, does not do unnecessary repeat herein.
In the present embodiment, database to be synchronized is to have the Service Database of data syn-chronization demand, it is necessary to by the data Processing server completes the synchronization of data, also, the quantity of database to be synchronized at least includes two.For example, pending data Synchronous database includes the first database and the second database, then it is determined that after the first database and the second database, The data processing server is executable data syn-chronization operation, wherein, the data syn-chronization operation includes but is not limited to:By Data A in one database is synchronized in the second database, or the data B in the second database is synchronized into the first database In.
In the present embodiment, in order to ensure the efficiency of data syn-chronization, reference picture 2, the step S30 includes:
Step S31, whether the data processing server analyzes the corresponding operating system of the data processing server full Sufficient data syn-chronization condition;
Step S32, when the corresponding operating system of the data processing server meets data syn-chronization condition, according to acquisition Data syn-chronization rule, it is determined that in the database server of association pending data syn-chronization database, and according to determination Database perform data syn-chronization operation.
In the present embodiment, analyze whether the corresponding operating system of the data processing server meets data syn-chronization bar Part, can refer to Fig. 3, specifically, and the step S31 includes:
Step S311, the data processing server analyzes the data processing server correspondence by preset schedule program Operating system resource situation, wherein, the resource situation includes cpu resource or internal memory and shows program MEM resources;
Step S312, the resource situation based on analysis determines the corresponding operating system of the data processing server Whether data syn-chronization condition is met, wherein, it is more than predetermined threshold value in the resources left utilization rate of the cpu resource or MEM resources When, determine that the corresponding operating system of the data processing server meets data syn-chronization condition.
In the present embodiment, the data processing server first passes through the money that preset schedule program analyzes current operation system Source situation, wherein, the preset schedule program is preferably KEA (Kettle Enterprise application, Kettle enterprises Industry level application) scheduler program, the resource situation include CPU (Central Processing Unit, central processing unit) resource Or MEM (internal memory display program) resource.Then, the resource situation based on analysis, determines the data processing server pair Whether the operating system answered is met in data syn-chronization condition, the present embodiment, preferably in the cpu resource or the resource of MEM resources When remaining utilization rate is more than predetermined threshold value, it just can determine that the corresponding operating system of the data processing server meets data syn-chronization Condition, wherein, the predetermined threshold value is configured according to actual conditions, is not limited herein.
That is, described data processing server can first analyze whether current operation system meets data syn-chronization condition, if currently Operating system meets data syn-chronization condition, just can determine pending data syn-chronization according to the data syn-chronization of acquisition rule Database, and data syn-chronization operation is performed according to the database of determination.If current operation system is unsatisfactory for data syn-chronization condition, The data processing server does not perform data synchronization process, and the synchronization of data is carried out by other data processing servers.
If it should be appreciated that just carrying out the synchronization of data when the resource situation of operating system is undesirable, it is most likely that Occur in data synchronization process, the situation of failure of data synchronization, or synchrodata speed slow situation excessively.Therefore this reality Apply in example, whether data syn-chronization condition is met by the operating system of analyze data processing server, is just decided whether into line number According to synchronization, effectively prevent above-mentioned situation, the normal synchronized of data ensure that to a certain extent, while also improving data Synchronous efficiency.
Further, whether completely the data processing server analyzes the corresponding operating system of the data processing server After sufficient data syn-chronization condition, can also service-user be showed to check the situation of analysis, so that service-user understanding data are same The situation of step.
Further, data syn-chronization is monitored in order to realize, described perform " performs data according to the database of determination While simultaneously operating ", following steps are performed:
Step A, the data processing server records the data syn-chronization and operates corresponding synchronizing process;
Step B, by the database of the synchronizing process storage of record to local text log and database server In daily record, in order to check data synchronization process.
That is, the data processing server is performing data syn-chronization behaviour according to the first database and the second database While work, it can also record the data syn-chronization and operate corresponding synchronizing process, then by the synchronizing process storage of record to originally In the database journal of the text log on ground and the database server, for KEA scheduler programs analysis and timing exhibition Operation management person is now given, then operation management person can check data synchronization process, to reach the effect of data syn-chronization monitoring.This In embodiment, the synchronizing process mainly includes configuration processor, performs parameter, performs the index such as time and implementing result.
Further, also checking for corresponding synchronizing process can be operated in the data syn-chronization for receiving operation management person's input During instruction, the data synchronization process recorded in the database journal that the database server is first shown in display interface;
If exception occurs in the data display detected in the database journal of the database server, call local Text log, with the corresponding synchronizing process of display data simultaneously operating.
That is, local text log and database service are arrived because data processing server stores the synchronizing process of record In the database journal of device, therefore, the database journal storage of database server is exactly that all data processing servers enter The synchronizing process of row data simultaneously operating, and the local text log storage current data processing server of data processing server The synchronizing process of corresponding data syn-chronization operation.So, when checking data synchronization process, preferably first in database server Database journal in check, when database journal is abnormal, just call local text log to carry out data synchronization process Check, and all shown without two daily records, improve the flexibility of data syn-chronization monitoring.
To be best understood from, citing detailed description:For example, currently thering is data processing server a and data processing server b all to exist Carry out data syn-chronization, then data processing server a and data processing server b all can data syn-chronization operation synchronizing process note In the database journal for recording database server, but data processing server a and data processing server b only can be by certainly In the local text log of the synchronizing process oneself of oneself data syn-chronization operation, i.e. data processing server a storages are to locally Text log a in, data processing server b store into local text log b.Subsequently, can be in database server Database journal can check the data synchronization process of each data processing server, if database journal is abnormal, then count Text log a is called to carry out checking for data synchronization process according to processing server a, data processing server b calls text log b Carry out checking for data synchronization process.
The method of data synchronization that the present embodiment is proposed, applied to data processing server, the data processing server exists When receiving data syn-chronization instruction, first determine the network memory of data processing server association, then it is determined that institute State and default data syn-chronization rule is obtained in network memory, finally according to the data syn-chronization of acquisition rule, it is determined that described The database of pending data syn-chronization in the database server of data processing server association, and held according to the database of determination Row data simultaneously operating.When realizing synchrodata, even if to extend the synchronization that new data processing server carries out data, Need not in each data processing server interpolation data synchronization rules, as long as data syn-chronization rule is added into the network storage In device, if each follow-up data processing server obtains that data syn-chronization is regular from network memory just can be with logarithm evidence Database in processing server carries out the synchronization of data, and the synchronization to data is very convenient, same due to shortening interpolation data The time of rule is walked, so as to improve the whole efficiency of data syn-chronization.
Further, the second embodiment of method of data synchronization of the present invention is proposed based on first embodiment, in the present embodiment In, reference picture 4, the method for data synchronization also includes:
Step S40, if the data processing server detects other data relative to the data processing server There is data syn-chronization interruption in data synchronization process in processing server, it is determined that each database that data syn-chronization is interrupted;
Step S50, data syn-chronization operation is re-executed to each database of data sync break;
Step S60, if it is synchronous by the other data processing servers to have detected partial data, with again same The data of step update synchronous data.
It should be appreciated that the step S40 can be applied to after step S30, it can also be applied to before step S10, Specific order is not limited.
In the present embodiment, if detecting other data processing servers relative to the data processing server in number According to occurring data syn-chronization interruption in synchronizing process, it is determined that each database that data syn-chronization is interrupted, such as other data processings Server is carrying out data syn-chronization to the 3rd database and the 4th database, and sync break occurs, now, the processing clothes Business device re-executes data syn-chronization operation to two databases of data sync break, i.e., to the 3rd database and the 4th database Data syn-chronization operation is re-executed, data syn-chronization operation now is consistent with the above, is no longer repeated herein.
When the data processing server re-executes data syn-chronization operation to each database of data sync break, If in data syn-chronization operating process is performed, having detected partial data and synchronously having been crossed by other data processing servers, Now, in order to ensure the accuracy of data syn-chronization, the data processing server can complete whole data synchronization process, and with weight New synchronous data update synchronous data, that is, update out the data of other data processing servers synchronized mistake, it is ensured that The accuracy of data syn-chronization.
It should be appreciated that existing ETL instruments Kettle servers, in C/S (Client/Server, client-server Structure) the enterprise-level application interface function under framework is complete;It is difficult in terms of deployment, scheduling, monitoring;And platform extensibility Difference;More very, in data syn-chronization, it is necessary to which first data storage synchronization rules internally, are subsequently advised according to the data syn-chronization of storage Data syn-chronization operation could be performed, when needing to extend multiple Kettle servers in platform, it is necessary in each Kettle clothes It is engaged in device distinguishing data storage synchronization rules, the integrated operation to data syn-chronization is relatively complicated.
Data syn-chronization scheme of the present invention, applied to Kettle enterprise-level applications (Kettle Enterprise Application, abbreviation KEA) in, based on Kettle enterprise-level applications are a set of Community Editions by Kettle, batch synchronization number According to comprehensive application system, be the data syn-chronization ecosystem for integrating storage, dispatching, monitoring, database can also be realized Open up the convenience of appearance.
The Kettle enterprise-level applications include:
1st, KEA frameworks
Nas server stores Kettle program metadatas, and the Kettle of whole platform is supplied by shared disk memory technology Server is used, and Kettle servers are got after Kettle program metadatas, passes through KEA scheduler program analysis operation systems Resource situation decides whether that perform synchronizing traffic data (after the completion of business datum, accesses, and then be presented to for business application system Service-user), then the database of the information record of synchronizing traffic data to local text log and database server (mainly corresponding day is recorded in daily record including important indicators such as configuration processor, execution parameter, execution time and implementing results In will storehouse, analyzed for monitoring application program and be presented to operation engineer in time, the steady of data synchronous system is safeguarded to reach It is fixed).
2nd, KEA is stored
KEA is to store Kettle program metadatas on nas server with file forms, and same Kettle platforms are shared to be made Use this metadata;
Main feature:Distributed platform framework, platform extension is easy.
3rd, KEA is dispatched
Data syn-chronization dispatches corresponding service synchronization journey by Kettle intelligent scheduling primary control program RunFileJob.sh Sequence, and the result that service synchronization program is performed recorded the database day of local text log and database server respectively In will;
Major function:
Intelligent scheduling:Configuration processor is decided whether by CPU the and MEM resources of analysis operation system;
Data syn-chronization:Dispatch kitchen.sh programs and perform service synchronization;
Log:Record the database of local text log and database server respectively by WriteLog.sh Daily record.
4th, KEA is monitored
The monitoring interface that the database journal of database server is provided, various monitoring are customized for monitoring application system;
Major function:Local text log is mainly what is used when daily record storehouse goes wrong for system investigation, just Usage log storehouse monitor supervision platform in the case of often.
The data synchronization process of the present invention, the enterprise-level application of cluster mode ground, realize how to be extended in platform it is multiple Kettle instruments, realize cluster mode application, and the synchronization for the carry out data that can stablize in platform, it is ensured that data are same The continuation of step, and the data syn-chronization dynamic for grasping platform can be realized with monitoring data synchronizing process in platform.
In technical scheme, with advantages below:
1st, the characteristics of only needing to and add new Kettle servers, data syn-chronization is that metadata is read less, data syn-chronization amount Big the characteristics of, realize that platform shares metadata with NAS technologies, with realizing easy dilatation distributed structure/architecture;
2nd, KEA is in scheduler program, CPU the and MEM resources by the program from exploitation first to the machine are estimated, and determines Whether and when configuration processor, ensure the stabilization of data syn-chronization function and system;
The 3rd, text, the dual daily record of database are provided, externally provides unified log interface and facilitates each application system monitoring ground Meanwhile, it also ensure that platform independence.
Based on the specific descriptions of embodiment described in Fig. 1 to Fig. 4, the present embodiment describes this hair again with specific application scenarios The implementation process of bright method of data synchronization.
Fig. 5 is refer to, Fig. 5 is the concrete scene schematic diagram of data syn-chronization of the present invention.
Nas server stores Kettle program metadatas, and the Kettle of whole platform is supplied by shared disk memory technology Server is used, and Kettle servers are got after Kettle program metadatas, passes through KEA scheduler program analysis operation systems Resource situation decides whether that perform synchronizing traffic data (after the completion of business datum, accesses, and then be presented to for business application system Service-user), if needing to perform synchronizing traffic data, then by the data syn-chronization in the first database into the second database, Again the data of the information record of synchronizing traffic data to local text log (database in Fig. 5) and database server In storehouse daily record (the daily record storehouse in Fig. 5), wherein, daily record storehouse mainly includes configuration processor, performs parameter, performs time and execution The important indicator record such as a result, is presented to for the analysis of monitoring application program and in time and runs engineer, safeguards that data are same to reach The stabilization of step system.
The present invention further provides a kind of data synchronization unit, applied to data processing server.
Reference picture 6, Fig. 6 is the high-level schematic functional block diagram of the first embodiment of data synchronization unit 100 of the present invention.
It is emphasized that it will be apparent to those skilled in the art that functional block diagram shown in Fig. 6 is only one preferably real The exemplary plot of example is applied, those skilled in the art can enter easily around the functional module of the data synchronization unit 100 shown in Fig. 6 The supplement of the new functional module of row;The title of each functional module is self-defined title, is only used for auxiliary and understands that the data syn-chronization is filled Put 100 each program function block, be not used in restriction technical scheme, the core of technical solution of the present invention is, each Define the function to be reached of functional module of title.
In the present embodiment, the data synchronization unit 100 includes:
Determining module 10, for when receiving data syn-chronization instruction, determining the net of the data processing server association Network memory.
In the present embodiment, before the network memory that determining module 10 determines the data processing server association, Need first to associate data processing server with network memory, and the network storage is arrived into data syn-chronization rule storage In device.It is worth noting that, described store data syn-chronization rule into the webserver, it is actually by data syn-chronization Rule storage is into the corresponding shared disk of the webserver, will pass through each data of shared disk technology for association Processing server uses data syn-chronization rule.
In the present embodiment, the data processing server is preferably Kettle servers, data processing clothes hereinafter Business device represents Kettle servers.It is worth noting that, the Kettle servers are really a ETL from starting of increasing income (Extract-Transform-Load) instrument, for extracting, cleaning, change, loading data, pure java writes, can be many Run on platform, data pick-up efficient stable.The network memory be preferably NAS (Network Attached Storage, Network attached storage) server, similarly, network memory hereinafter also represents nas server.
In the present embodiment, a nas server can set up incidence relation with multiple Kettle servers, with specific reference to The identification information of the identification information of Kettle servers and the nas server is associated the foundation of relation.Due to this reality It is preferably Kettle servers to apply the data processing server in example, therefore, and the data syn-chronization rule is alternatively referred to as Kettle program metadatas.
When receiving data syn-chronization instruction, the determining module 10 can be according to the incidence relation set up in advance, directly It is determined that the network memory of association.
Acquisition module 20, for it is determined that the network memory in obtain default data syn-chronization rule;
That is, after the network memory that the determining module 10 determines the data processing server association, Acquisition module 20 can it is determined that the network memory in obtain default data syn-chronization rule, due to having been described above The synchronization rules are stored in the corresponding shared disk of the webserver, therefore, the acquisition module 20 It is determined that the network memory in obtain default data syn-chronization rule, be actually corresponding in the webserver The data syn-chronization rule is obtained in shared disk.The data syn-chronization rule in the present embodiment includes but is not limited to:Treat into Synchronizing frequency of each database of row data syn-chronization, data type to be synchronized, and data etc..
It should be appreciated that in the shared disk of network memory data storage, and by shared disk technology for other Each data processing server carries out the acquisition of data, is synchronously advised without data storage is distinguished in each data processing server Then so that follow-up data syn-chronization is more convenient, and data synchronization efficiency is also higher.
Processing module 30, for the data syn-chronization rule according to acquisition, determines the data processing server association Database server in pending data syn-chronization database, and according to the database of determination perform data syn-chronization operation.
In the present embodiment, after the acquisition module 20 gets data syn-chronization rule, the first basis of processing module 30 The data syn-chronization rule obtained, determines that pending data are same in the database server of the data processing server association The database of step, wherein, the foundation of the data processing server and database server incidence relation, and above and network Memory to set up mode consistent, also, be equally that a database server can be set up with multiple Kettle servers and close Connection relation, unnecessary repeat is not done herein.
In the present embodiment, database to be synchronized is to have the Service Database of data syn-chronization demand, it is necessary to by the data Processing server completes the synchronization of data, also, the quantity of database to be synchronized at least includes two.For example, pending data Synchronous database includes the first database and the second database, then the processing module 30 is it is determined that the first database and the After two databases, you can perform data syn-chronization operation, wherein, the data syn-chronization operation includes but is not limited to:By the first number It is synchronized to according to the data A in storehouse in the second database, or the data B in the second database is synchronized in the first database.
In the present embodiment, in order to ensure the efficiency of data syn-chronization, reference picture 7, the processing module 30 includes:
Submodule 31 is analyzed, for analyzing whether the corresponding operating system of the data processing server meets data syn-chronization Condition;
Submodule 32 is handled, for meeting data syn-chronization condition in the corresponding operating system of the data processing server When, according to the data syn-chronization of acquisition rule, it is determined that in the database server of association pending data syn-chronization database, And data syn-chronization operation is performed according to the database of determination.
In the present embodiment, whether the corresponding operating system of the analyze data processing server meets data syn-chronization bar Part, can refer to Fig. 8, specifically, and the analysis submodule 31 includes:
Analytic unit 311, for analyzing the corresponding operating system of the data processing server by preset schedule program Resource situation, wherein, the resource situation includes cpu resource or internal memory and shows program MEM resources;
Determining unit 312, for the resource situation based on analysis, determines the corresponding behaviour of the data processing server Make whether system meets data syn-chronization condition, wherein, it is more than in the resources left utilization rate of the cpu resource or MEM resources pre- If during threshold value, determining that the corresponding operating system of the data processing server meets data syn-chronization condition.
In the present embodiment, analytic unit 311 first passes through the resource situation that preset schedule program analyzes current operation system, Wherein, the preset schedule program is preferably that (Kettle Enterprise application, Kettle enterprise-level should by KEA With) scheduler program, the resource situation include CPU (Central Processing Unit, central processing unit) resources or MEM (internal memory display program) resource.Then, it is determined that the resource situation of the unit 312 based on analysis, determines the data processing clothes Whether the corresponding operating system of business device is met in data syn-chronization condition, the present embodiment, preferably in the cpu resource or MEM resources Resources left utilization rate be more than predetermined threshold value when, just can determine that the corresponding operating system of the data processing server meets number According to synchronous condition, wherein, the predetermined threshold value is configured according to actual conditions, is not limited herein.
That is, whether analysis submodule 31 first analysis current operation system can meet data syn-chronization condition, if current operation system System meets data syn-chronization condition, and processing submodule 32 just can determine pending data according to the data syn-chronization rule of acquisition Synchronous database, and data syn-chronization operation is performed according to the database of determination.If current operation system is unsatisfactory for data syn-chronization Condition, then do not perform data synchronization process, and the synchronization of data is carried out by other data processing servers.
If it should be appreciated that just carrying out the synchronization of data when the resource situation of operating system is undesirable, it is most likely that Occur in data synchronization process, the situation of failure of data synchronization, or synchrodata speed slow situation excessively.Therefore this reality Apply in example, whether data syn-chronization condition is met by the operating system of analyze data processing server, is just decided whether into line number According to synchronization, effectively prevent above-mentioned situation, the normal synchronized of data ensure that to a certain extent, while also improving data Synchronous efficiency.
Further, the analysis submodule 31 analyzes whether the corresponding operating system of the data processing server meets After data syn-chronization condition, the situation of analysis can also be showed service-user to check by the data synchronization unit 100, for industry Business user understands the situation of data syn-chronization.
Further, data syn-chronization is monitored in order to realize, the data synchronization unit also includes:
Logging modle, for while the processing module performs data syn-chronization operation according to the database of determination, remembering Record the data syn-chronization and operate corresponding synchronizing process;
Memory module, for the synchronizing process storage of record to be arrived into local text log and the database service In the database journal of device, in order to check data synchronization process.
That is, logging modle according to the first database and the second database while data syn-chronization operation is performed, The data syn-chronization can also be recorded and operate corresponding operating process, then the operating process storage of record is arrived local by memory module Text log and database server database journal in, for the KEA scheduler programs analysis and timing be presented to fortune Keeper is sought, then operation management person can check data synchronization process, to reach the effect of data syn-chronization monitoring.The present embodiment In, the synchronizing process mainly includes configuration processor, performs parameter, performs the index such as time and implementing result.
Further, also checking for corresponding synchronizing process can be operated in the data syn-chronization for receiving operation management person's input During instruction, the data synchronization process recorded in the database journal that the database server is first shown in display interface;
If exception occurs in the data display detected in the database journal of the database server, described is called The text log on ground, with the corresponding synchronizing process of display data simultaneously operating.
That is, local text log and database server are arrived because the memory module stores the synchronizing process of record Database journal in, therefore, the storage of the database journal of database server is exactly all data processing servers progress The synchronizing process of data syn-chronization operation, and the local text log storage current data processing server pair of data processing server The synchronizing process for the data syn-chronization operation answered.So, when checking data synchronization process, preferably first in database server Checked in database journal, when database journal is abnormal, just call local text log to carry out looking into for data synchronization process See, and all shown without two daily records, improve the flexibility of data syn-chronization monitoring.
To be best understood from, citing detailed description:For example, currently thering is data processing server a and data processing server b all to exist Carry out data syn-chronization, then data processing server a and data processing server b all can data syn-chronization operation synchronizing process note In the database journal for recording database server, but data processing server a and data processing server b only can be by certainly In the local text log of the synchronizing process oneself of oneself data syn-chronization operation, i.e. data processing server a storages are to locally Text log a in, data processing server b store into local text log b.Subsequently, can be in database server Database journal can check the data synchronization process of each data processing server, if database journal is abnormal, then count Text log a is called to carry out checking for data synchronization process according to processing server a, data processing server b calls text log b Carry out checking for data synchronization process.
The data synchronization unit that the present embodiment is proposed, applied to data processing server, the data processing server exists When receiving data syn-chronization instruction, first determine the network memory of data processing server association, then it is determined that institute State and default data syn-chronization rule is obtained in network memory, finally according to the data syn-chronization of acquisition rule, it is determined that described The database of pending data syn-chronization in the database server of data processing server association, and held according to the database of determination Row data simultaneously operating.When realizing synchrodata, even if to extend the synchronization that new data processing server carries out data, Need not in each data processing server interpolation data synchronization rules, as long as data syn-chronization rule is added into the network storage In device, if each follow-up data processing server obtains that data syn-chronization is regular from network memory just can be with logarithm evidence Database in processing server carries out the synchronization of data, and the synchronization to data is very convenient, same due to shortening interpolation data The time of rule is walked, so as to improve the whole efficiency of data syn-chronization.
Further, reference picture 9, the second embodiment of data synchronization unit 100 of the present invention is proposed based on first embodiment, In the present embodiment, the determining module 10, if being additionally operable to detect other data relative to the data processing server There is data syn-chronization interruption in data synchronization process in processing server, it is determined that each database that data syn-chronization is interrupted;
The processing module 30, is additionally operable to re-execute each database of data sync break data syn-chronization operation;
The data synchronization unit also includes:
Update module 40, if synchronous by other data processing servers for having detected partial data, Synchronous data are updated with the data of re-synchronization.
In the present embodiment, if detecting other data processing servers relative to the data processing server in number According to occurring data syn-chronization interruption in synchronizing process, then the determining module 10 determines each database that data syn-chronization is interrupted, example As other data processing servers are carrying out data syn-chronization to the 3rd database and the 4th database, and there is sync break, Now, the processing module 30 re-executes data syn-chronization operation to two databases of data sync break, i.e., counted to the 3rd Data syn-chronization operation is re-executed according to storehouse and the 4th database, data syn-chronization operation now is consistent with the above, herein not Repeated again.
When the data processing server re-executes data syn-chronization operation to each database of data sync break, If in data syn-chronization operating process is performed, having detected partial data and synchronously having been crossed by other data processing servers, Now, in order to ensure the accuracy of data syn-chronization, update module 40 can complete whole data synchronization process, and with re-synchronization Data update synchronous data, that is, update out the data of other data processing servers synchronized mistake, it is ensured that data are same The accuracy of step.
The present invention further provides a kind of data synchronous system, the data synchronous system includes:Data processing server, Network memory and database server, the data synchronization unit of the data processing server as described above.
The present embodiment propose data synchronous system, the data processing server receive data syn-chronization instruction when, First determine the network memory of data processing server association, then it is determined that the network memory in obtain default Data syn-chronization rule, finally according to the data syn-chronization of acquisition rule, determine the number of the data processing server association Data syn-chronization operation is performed according to the database of pending data syn-chronization in the server of storehouse, and according to the database of determination.Realize During synchrodata, even if to extend the synchronization that new data processing server carries out data, it is not required that in each data processing Interpolation data synchronization rules in server, as long as data syn-chronization rule is added in network memory, follow-up each number Just can be with logarithm according to the data in processing server as long as obtaining data syn-chronization rule from network memory according to processing server Storehouse carries out the synchronization of data, and the synchronization to data is very convenient, due to shortening the time of interpolation data synchronization rules, so as to carry The high whole efficiency of data syn-chronization.
It should be noted that herein, term " comprising ", "comprising" or its any other variant are intended to non-row His property is included, so that process, method, article or device including a series of key elements not only include those key elements, and And also including the other key elements being not expressly set out, or also include for this process, method, article or device institute inherently Key element.In the absence of more restrictions, the key element limited by sentence "including a ...", it is not excluded that including this Also there is other identical element in process, method, article or the device of key element.
The embodiments of the present invention are for illustration only, and the quality of embodiment is not represented.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side Method can add the mode of required general hardware platform to realize by software, naturally it is also possible to by hardware, but in many cases The former is more preferably embodiment.Understood based on such, technical scheme is substantially done to prior art in other words Going out the part of contribution can be embodied in the form of software product, and the computer software product is stored in a storage medium In (such as ROM/RAM, magnetic disc, CD), including some instructions are to cause a station terminal equipment (can be mobile phone, computer, clothes It is engaged in device, air conditioner, or network equipment etc.) perform method described in each embodiment of the invention.
The preferred embodiments of the present invention are these are only, are not intended to limit the scope of the invention, it is every to utilize this hair Equivalent structure or equivalent flow conversion that bright specification and accompanying drawing content are made, or directly or indirectly it is used in other related skills Art field, is included within the scope of the present invention.

Claims (11)

1. a kind of method of data synchronization, applied to data processing server, it is characterised in that the method for data synchronization includes:
When receiving data syn-chronization instruction, data processing server determines the network storage of the data processing server association Device;
It is determined that the network memory in obtain default data syn-chronization rule;
According to the data syn-chronization of acquisition rule, treated in the database server for determining the data processing server association into The database of row data syn-chronization, and data syn-chronization operation is performed according to the database of determination.
2. method of data synchronization as claimed in claim 1, it is characterised in that described to be advised according to the data syn-chronization of acquisition Then, the database of pending data syn-chronization in the database server of the data processing server association is determined, and according to true Fixed database, which performs the step of data syn-chronization is operated, to be included:
The data processing server analyzes whether the corresponding operating system of the data processing server meets data syn-chronization bar Part;
It is same according to the data of acquisition when the corresponding operating system of the data processing server meets data syn-chronization condition Step rule, it is determined that association database server in pending data syn-chronization database, and according to the database of determination perform Data syn-chronization is operated.
3. method of data synchronization as claimed in claim 2, it is characterised in that the data processing server analyzes the data The step of whether corresponding operating system of processing server meets data syn-chronization condition includes:
The data processing server analyzes the corresponding operating system of the data processing server by preset schedule program Resource situation, wherein, the resource situation includes cpu resource or internal memory shows program MEM resources;
The resource situation based on analysis, determines whether the corresponding operating system of the data processing server meets data same Step condition, wherein, when the resources left utilization rate of the cpu resource or MEM resources is more than predetermined threshold value, determine the data The corresponding operating system of processing server meets data syn-chronization condition.
4. method of data synchronization as claimed in claim 1, it is characterised in that the execution performs number according to the database of determination According to the step of simultaneously operating simultaneously, perform following steps:
The data processing server records the data syn-chronization and operates corresponding synchronizing process;
The synchronizing process of record is stored into the database journal of local text log and the database server, In order to check data synchronization process.
5. the method for data synchronization as described in claim any one of 1-4, it is characterised in that the method for data synchronization is also wrapped Include:
If other data processing servers that the data processing server detects relative to the data processing server exist Occurs data syn-chronization interruption in data synchronization process, it is determined that each database that data syn-chronization is interrupted;
Data syn-chronization operation is re-executed to each database of data sync break;
If having detected, partial data is synchronous by other data processing servers, is updated with the data of re-synchronization Synchronous data.
6. a kind of data synchronization unit, applied to data processing server, it is characterised in that the data synchronization unit includes:
Determining module, for when receiving data syn-chronization instruction, determining the network storage of the data processing server association Device;
Acquisition module, for it is determined that the network memory in obtain default data syn-chronization rule;
Processing module, for the data syn-chronization rule according to acquisition, determines the data of the data processing server association The database of pending data syn-chronization in the server of storehouse, and data syn-chronization operation is performed according to the database of determination.
7. data synchronization unit as claimed in claim 6, it is characterised in that the processing module includes:
Submodule is analyzed, for analyzing whether the corresponding operating system of the data processing server meets data syn-chronization condition;
Submodule is handled, for when the corresponding operating system of the data processing server meets data syn-chronization condition, according to Obtain the data syn-chronization rule, it is determined that association database server in pending data syn-chronization database, and according to The database of determination performs data syn-chronization operation.
8. data synchronization unit as claimed in claim 7, it is characterised in that the analysis submodule includes:
Analytic unit, the resource feelings for analyzing the corresponding operating system of the data processing server by preset schedule program Condition, wherein, the resource situation includes cpu resource or internal memory shows program MEM resources;
Determining unit, for the resource situation based on analysis, determines the corresponding operating system of the data processing server Whether data syn-chronization condition is met, wherein, it is more than predetermined threshold value in the resources left utilization rate of the cpu resource or MEM resources When, determine that the corresponding operating system of the data processing server meets data syn-chronization condition.
9. the data synchronization unit stated such as claim 6, it is characterised in that the data synchronization unit also includes:
Logging modle, for while the processing module performs data syn-chronization operation according to the database of determination, recording institute State data syn-chronization and operate corresponding synchronizing process;
Memory module, for the synchronizing process storage of record to be arrived into local text log and the database server In database journal, in order to check data synchronization process.
10. the data synchronization unit as described in claim any one of 6-9, it is characterised in that the determining module, if being additionally operable to It is same that data occur in data synchronization process in the other data processing servers detected relative to the data processing server Step is interrupted, it is determined that each database that data syn-chronization is interrupted;
The processing module, is additionally operable to re-execute each database of data sync break data syn-chronization operation;
The data synchronization unit also includes:
Update module, if synchronous by other data processing servers for having detected partial data, with again Synchronous data update synchronous data.
11. a kind of data synchronous system, it is characterised in that the data synchronous system includes:Data processing server, network are deposited Reservoir and database server, data synchronization unit of the data processing server as described in claim any one of 6-10.
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Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108629002A (en) * 2018-05-03 2018-10-09 山东汇贸电子口岸有限公司 A kind of big data comparison method and device based on kettle
CN109086295A (en) * 2018-06-13 2018-12-25 中国平安人寿保险股份有限公司 Method of data synchronization, device, computer equipment and storage medium
CN109325037A (en) * 2018-08-17 2019-02-12 中国平安人寿保险股份有限公司 A kind of method of data synchronization, storage medium and server for mass data
CN109688256A (en) * 2018-08-27 2019-04-26 平安科技(深圳)有限公司 Calling-out method, system, equipment and computer readable storage medium
CN110545301A (en) * 2018-05-29 2019-12-06 视联动力信息技术股份有限公司 monitoring resource synchronization method and device
CN110661869A (en) * 2019-09-26 2020-01-07 苏州浪潮智能科技有限公司 Node online method, system, device, equipment and computer storage medium
CN111414416A (en) * 2020-02-28 2020-07-14 平安科技(深圳)有限公司 Data processing method, device, equipment and storage medium
CN114710387A (en) * 2022-03-25 2022-07-05 江苏云从曦和人工智能有限公司 Data transmission processing system

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109873857A (en) * 2018-12-26 2019-06-11 广州凡象科技有限公司 Mobile terminal method of data synchronization and device under a kind of no network state
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CN110955722B (en) * 2019-11-05 2023-02-07 北京天元创新科技有限公司 Data synchronization method and device
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CN114547193A (en) * 2022-01-29 2022-05-27 北京声智科技有限公司 Data processing method, device, system, electronic equipment and storage medium
CN114564371A (en) * 2022-04-30 2022-05-31 四川野马科技有限公司 Operation monitoring method and system applied to keyboard
CN116095096B (en) * 2023-01-05 2024-05-03 中国联合网络通信集团有限公司 Data synchronization method, device and storage medium

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020055939A1 (en) * 2000-11-06 2002-05-09 Joseph Nardone System for a configurable open database connectivity conduit
CN103379129A (en) * 2012-04-12 2013-10-30 阿里巴巴集团控股有限公司 Data synchronization method, servers and distributed system
CN103873519A (en) * 2012-12-14 2014-06-18 北京金山云网络技术有限公司 Data synchronization method, client end, server, terminal and system
CN106021494A (en) * 2016-05-19 2016-10-12 中国银联股份有限公司 Master data synchronization method and device

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103699580B (en) * 2013-12-03 2016-08-24 中国铁路总公司 Database synchronization method and device

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020055939A1 (en) * 2000-11-06 2002-05-09 Joseph Nardone System for a configurable open database connectivity conduit
CN103379129A (en) * 2012-04-12 2013-10-30 阿里巴巴集团控股有限公司 Data synchronization method, servers and distributed system
CN103873519A (en) * 2012-12-14 2014-06-18 北京金山云网络技术有限公司 Data synchronization method, client end, server, terminal and system
CN106021494A (en) * 2016-05-19 2016-10-12 中国银联股份有限公司 Master data synchronization method and device

Cited By (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108629002A (en) * 2018-05-03 2018-10-09 山东汇贸电子口岸有限公司 A kind of big data comparison method and device based on kettle
CN110545301A (en) * 2018-05-29 2019-12-06 视联动力信息技术股份有限公司 monitoring resource synchronization method and device
CN110545301B (en) * 2018-05-29 2022-06-17 视联动力信息技术股份有限公司 Monitoring resource synchronization method and device
CN109086295A (en) * 2018-06-13 2018-12-25 中国平安人寿保险股份有限公司 Method of data synchronization, device, computer equipment and storage medium
CN109086295B (en) * 2018-06-13 2023-05-30 中国平安人寿保险股份有限公司 Data synchronization method, device, computer equipment and storage medium
CN109325037A (en) * 2018-08-17 2019-02-12 中国平安人寿保险股份有限公司 A kind of method of data synchronization, storage medium and server for mass data
CN109688256A (en) * 2018-08-27 2019-04-26 平安科技(深圳)有限公司 Calling-out method, system, equipment and computer readable storage medium
CN110661869A (en) * 2019-09-26 2020-01-07 苏州浪潮智能科技有限公司 Node online method, system, device, equipment and computer storage medium
CN111414416A (en) * 2020-02-28 2020-07-14 平安科技(深圳)有限公司 Data processing method, device, equipment and storage medium
WO2021169268A1 (en) * 2020-02-28 2021-09-02 平安科技(深圳)有限公司 Data processing method, apparatus and device, and storage medium
CN111414416B (en) * 2020-02-28 2023-05-23 平安科技(深圳)有限公司 Data processing method, device, equipment and storage medium
CN114710387A (en) * 2022-03-25 2022-07-05 江苏云从曦和人工智能有限公司 Data transmission processing system

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