CN102043837A - Data integration system and method - Google Patents
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Abstract
The invention provides a data integration system and method. The data integration system comprises an initialization module, an adaption module, a verifying module, a persistence module and a monitoring module, wherein the initialization module obtains data from different data sources; the adaption module receives data from the initialization module and provides data with a standard data format; the verifying module receives the data with standard data format from the adaption module, verifies the integrity and correctness of the data with standard data format and filters the data not meeting the requirement out; the persistence module performs the persistence of the verified data on a database; and the monitoring module monitors the integration condition of each datum in the data integration system. The system provided by the invention does not adopt any of two data integration modes simply, namely data file integration and data real integration, but organically integrates the two modes; and the system can adapt to the data integration demands of various conditions flexibly and provide flexible horizontal and vertical expansion functions as possible.
Description
Technical field
The present invention relates to a kind of data integrated system and method, relate in particular to a kind of data integrated system and method that data with standard data format can be provided.
Background technology
As everyone knows, the development of the information in the enterprise now is rapid, and technology is maked rapid progress especially.Yet the continuity of many-sided information construction and nature though obtain suitable benefit separately, has caused many information islands also, has hindered further information operating and bigger integration benefit.For blocking-up information is set up a separatist regime by force of arms, improve the operational efficiency of infosystem, the data integration technology becomes the technology that each enterprise is concerned about.The data integration technology can be carried out intercommunication with the data of each information island, and information integrated the arriving together with isolated forms the information that final enterprise needs.
In the data integration technology, wherein integrate mode for data file and data are in time integrated mode for two kinds, introduce respectively below:
1. data file is integrated mode (PUSH mode)
Fig. 1 is the Organization Chart that data file is integrated mode.Referring to Fig. 1, so-called data file is integrated mode, be meant by the source data provider one or more data files are provided, offer the data receiver with all data variation of source data provider are disposable, and by the data receiver data file is handled, that wherein file layout is more common is xml, txt, excel etc.The main application scenarios of this kind mode is disposable importing mass data.The advantage of this mode is easy control, is convenient to store; Shortcoming is that the file layout kind is numerous and diverse, and the data layout in the file also is multifarious, in case increase a kind of file layout and data layout, program need often be done very big change and adapt to new form, because data volume is bigger, cause the load of system big, in addition if go wrong in the integration process, cause whole procedure failure easily, need take a long time and carry out data processing once more.
2. data are in time integrated mode (PULL mode)
Fig. 2 is the Organization Chart that data are in time integrated mode.Referring to Fig. 2, so-called data are in time integrated mode, be meant that the data provider has any data variation, then the timely response mode that provides by the data receiver is notified the variation of the data of its care to the data receiver, and realizes that the representative technology of this response mode has: Webservive, REST, jms etc.The frequent applied scene of this kind mode is on two application messages change information synchronization between the exceptionally close system.Advantage is that information synchronization is more timely, and in time synchronous shortcoming is that processing speed is slow, to the processing power and the resource requirement height of system, causes program crashing when handling mass data processing request easily.
Be the explanation that data are in time integrated the Webservice realization of mode below.
Webservice is that other company or application software can visit and use this online application service by Internet by the online application service of finishing specific business needs of enterprise's issue.Webservice is a kind of general model that makes up application program, can implement operation in the operating system of any network enabled communication; It is a kind of new weblication branch, is self-contained, self-described, modular application, can issue, locatees, call by web.Webservice still is an application component, and its logicality ground provides data and service for other application programs.Each application program visits Webservice by some standard data formats (Http, XML, Soap etc.) of procotol and regulation, obtains required result by inner execution of Webservice.Webservice can carry out any function of asking complicated business processing from simple.In case after disposing, the service that it is disposed can be found and call to other Webservice application programs.
A kind of scheme of data integration is corresponding above-mentioned two kinds of data integration modes, develops two sets of data integrated processes and handles, and two kinds of data integration modes is combined simply, i.e. two kinds of schemes and depositing.For the scheme of this data integration, there is following shortcoming:
1. two kinds of data integration modes respectively have shortcoming: integrate mode for data file, after makeing mistakes in the integration process, can only handle again once more; In time integrate mode for data, the processing power of handling procedure is subjected to the restriction of machine itself, and processing power is limited;
2. two kinds of data integration modes do not have monitoring function: because two kinds of data integration modes itself do not provide monitoring function, so be difficult to ruuning situation and implementation status that monitor data is integrated, this makes that data receiver and data receiver all are difficult to know concrete data integration situation, is not easy to grasp ruuning situation;
3. maintenance cost is bigger: data layout is numerous and diverse in the data file integration mode, in case newly-increased or revise a kind of data layout, all need to revise data integration program.In addition, after data receiver's core data model (core data model is meant the structure and the data relation each other of the data that data receiver oneself is inner) is adjusted, can cause two sets of data integrated processes all will make an amendment;
4. expansion is convenient inadequately: owing to adopt two sets of plan, no matter be horizontal extension (synchrodata between the multiple database), or extends perpendicular (the several data source provides data) is all very difficult.
Summary of the invention
In view of the above problems, the present invention is intended to reduce difficult in maintenance, the trouble that the several data form causes the data integration system, and the slight change situation of can monitor data integrating.
The present invention's one scheme provides a kind of data integrated system, comprising: initialization module, obtain data from different data sources; Adaptation module receives data from described initialization module, and the data with standard data format is provided; The verification module, from the data of described adaptation module acceptance criteria data layout, and the integrality of the data of the described standard data format of verification and correctness, filter undesirable data; Persistence module, data persistence that will be by verification is to database; And monitoring module, the integration situation of every data in the monitor data integration system.
Another program of the present invention provides a kind of data integration method, comprising: initialization step, obtain data from different data sources; Adaptation step based on the data of being obtained, provides the data with standard data format; Checking procedure, the integrality of the data of the described standard data format of verification and correctness are filtered undesirable data; The persistence step, data persistence that will be by verification is to database; And monitoring step, the integration situation of every data in the monitor data integration system.
The present invention adopts data file integration and data in time to integrate any of two kinds of data integration modes merely, but dual mode is organically combined together; Adapt to the data integration demand of various situations neatly, and level and extends perpendicular function as far as possible flexibly are provided.
With reference to the accompanying drawing description of a preferred embodiment, above-mentioned and other purpose of the application, feature and advantage will be more obvious by following.
Description of drawings
Fig. 1 is the Organization Chart that data file is integrated mode;
Fig. 2 is the Organization Chart that data are in time integrated mode;
Fig. 3 is the Organization Chart of data integrated system according to an embodiment of the invention;
Fig. 4 is the overall flow figure of data integrated system according to an embodiment of the invention;
Fig. 5 is the process flow diagram of data integration method according to an embodiment of the invention;
Fig. 6 is the horizontal extension structural drawing of data integrated system according to an embodiment of the invention;
Fig. 7 is the synoptic diagram of adaptation module according to an embodiment of the invention;
Fig. 8 uses pure java language development and the synoptic diagram of the data integrated system that makes up based on standard jdk1.5 according to an embodiment of the invention.
Embodiment
To describe the preferred embodiments of the present invention in detail below.Should be noted that the embodiments described herein only is used to illustrate, be not limited to the application.
Fig. 3 is the Organization Chart of data integrated system according to an embodiment of the invention; Fig. 4 is the overall flow figure of data integrated system according to an embodiment of the invention.
Data integrated system of the present invention can be realized by the hardware such as computing machine that can move computer executable program.Each device that data integrated system comprised, module, unit etc. can be realized by the hardware such as (as CPU) of the processor with processing capacity that can the object computer readable program.For example, in one embodiment, data integrated system can use pure java language development, makes up based on standard jdk1.5.Referring to Fig. 8, Fig. 8 is to use pure java language development and the synoptic diagram of the data integrated system that makes up based on standard jdk1.5.
Referring to Fig. 3, according to one embodiment of the invention, data integrated system of the present invention comprises 5 functional modules: initialization module, adaptation module, verification module, persistence module, monitoring module again.The flexible combination of these functional modules promptly can realize the flexible transformation of data integrated system to the different business putaway rule in different pieces of information source.When wherein the function of certain module need be adjusted, only need to change the individual feature module, change it into module with corresponding function.Flexible combination by these 5 modules can realize that the uniform data with separate sources is integrated into data receiver's core data.
Example one:
An A system (external system that data are provided for example, be called the A system at this) adopt the xml file to use the ftp mode to give the B system synchronously (according to data integrated system of the present invention, be called the B system at this) about the data of some user profile, then the process of data integration can comprise the steps.
1, the B system receives the A notifications.
2, the notice monitoring module starts a data integration flow process.
3, starting initialization module uses the ftp mode to obtain the xml file.
4, notice monitoring module initialization module implementation status.
5, the xml document parser by adaptation module is that data stream is (if the A of system adopts txt file transmission data with the xml file conversion, resolver just uses corresponding txt file resolver so), but the data stream of this moment is the data layout that the A of system provides, and can't directly utilize in the B of system.
6, notice monitoring module resolver implementation status.
7, by the data adapter unit in the adaptation module data stream is converted to operable data among the B of system.
8, notice monitoring module data adapter unit implementation status.
9, come the data of judgment data stream whether legal by the verification module again.
10, notice monitoring module checker implementation status.
11, carry out persistence module and preserve data in the B of system.
12, notice monitoring module persistence module implementation status.
13, whole data integration flow process is finished and is notified the whole flow process of monitoring module to finish.
By several notifying process in the example one, monitoring module just can monitor the implementation status of entire stream journey.
Specifically describe each functional module of the embodiment of the invention below in conjunction with above-mentioned example.
Initialization module: be used for doing some initial work in order to obtain data.For example: obtain data from various platforms by the different access agreement, receive various data of different types information and carry out corresponding processing.Integrate mode for data file, the function of initialization module is to obtain data file by variety of protocol, and data file is downloaded to local application server.And in time integrate mode for data, initialization module is a program module of being responsible for providing external service.
The code instance of initialization module is:
Initialization interface:
Adaptation module: be used for the resolution data file and be unified standard data format with various Data Format Transform.The structure example of adaptation module is as can be referring to Fig. 7.Fig. 7 is the synoptic diagram of adaptation module according to an embodiment of the invention.Adaptation module is made up of resolution unit and two parts of adaptation unit in fact, and wherein this resolution unit for example can be resolver, and this adaptation unit can be data adapter unit.Resolver for example is an interface with java language definition, utilize various resolvers (xml document parser, txt file resolver, excel document parser, common resolver, jms resolver etc.) realize this interface, finish parsing the different-format of various separate sources data.The extendability of data integrated system just is and can customizes separately resolver in this module and data adapter unit.Data adapter unit can carry out independent personalized customization to every kind of data layout.For instance, integrate mode for data file, if newly-increased a kind of data layout, only need the new data adapter unit of expansion (just to be equivalent to an information interface, convert source data (source data of data receiver has various forms) data layout (be data receiving can recognition data) of standard to, also can be data converter.Its principle is similar with the interconnecting device of USB and serial ports.) just can realize format is converted to standard data format.And in time integrate mode for data, this module then is customized to a standard data format usually, the unified Data Update that receives.
Wherein, the code instance of resolution unit is:
Resolve interface
The code instance of adaptation unit is:
Adaptable interface
Verification module: be used for the integrality and the correctness of verification standard data format, filter undesirable data.In an embodiment of the present invention, for example be the interface that has defined among the java (object oriented language), can realize that the class of this interface customizes different check logic itself by local data take over party oneself exploitation.For example, the possible data take over party is in date of acceptance class data, data that can only the date of acceptance form, as " 2010-10-10 ", if but the data that data receiver sends over are not this forms, the verification module can be found this error-logic and the data filter of this mistake is fallen, no longer transfer data to next persistence module.The verification module can be come flexible customization according to different separately kernel models by the data receiver.
The code instance of verification module is:
The verification interface
Persistence module: be used for the data persistence by verification to database (because data are through the initialization of front, adaptive, each stage of verification, be the data model that directly to preserve of local data base, can directly be saved in the local data base).According to an embodiment, the putaway rule that is persisted to database customizes separately according to the different business rule, makes to have different putaway rules for different standard data formats.
The code instance of persistence module is:
The persistence interface
Monitoring module: (data are to carry out according to the flow direction of Fig. 4 in the circulation process of data integration to be used for the integration situation of every data of monitor data integration system, in whole process, monitoring period in the control point of representing by a dotted line, capital notice monitoring module, at this time monitoring module can write down the situation of each control point, so just can monitor the disposition of each data flow; If situation has been pointed out in any one monitoring, can in time find, and take corresponding treatment measures.), and have notification unit and error handling processing unit.Notification unit can be realized mutual with other system, and for example mutual with another data integrated system can be realized the flexible expansion data sync like this.The error handling processing unit can be handled again to the data of makeing mistakes in the integration process.
Referring to Fig. 4, the several data form in different pieces of information source is through the unified standard data format that transfers to after the adaptation module, and the data persistence of the standard of process verification is to database then, and dotted line is the position that monitoring module is monitored among Fig. 4.Along with the flow direction of data integrated system data stream, when flowing through the control point, can notify monitoring module, monitoring module writes down the situation of the control point in each stage, has just reached the effect of monitoring.
Below monitoring module is described.
As mentioned above, monitoring module has notification unit and error handling processing unit.
The notification unit of monitoring module provides informing function, the change of notifying other system or functional module to carry out which data, by this informing function can realize and other database between information interaction, make things convenient for the scale of horizontal extension data integration; Also can notify the ruuning situation of monitor's data integrated system with mail or way of short messages, be convenient in time handle the mistake that wherein takes place by this function.
The error handling processing unit of monitoring module provides the error handling processing function, is used for deal with data and integrates the mistake that occurs.This function solves the problem that wrong and difficult treatment appear in large data files in the data file integration mode effectively.The error handling processing unit can write down every data of makeing mistakes, and carries out can leaping to when data file is integrated the data recording of makeing mistakes again and begins to continue to carry out, and this has saved the time that data are handled again greatly.Can enrich the fault processing means that data are in time integrated mode by the error handling processing function.
Among the present invention, the overall condition and the local detail that utilize the monitoring module monitor data to integrate, two advantages are arranged: if the data integration failure appears in data file integration mode, mode in the past can only re-execute the integration process of this file, according to one embodiment of the invention, can monitor by monitoring module and carry out the record of makeing mistakes, and in the process that re-executes, can leap to this error log and continue to carry out, save a large amount of time than former mode; If the data integration failure appears in data integration mode in time, can monitor error log, can conveniently carry out remediation to error logging.
Fig. 5 is the process flow diagram of data integration method of the present invention, has shown wherein according to the present invention that the data initialization of one example, monitoring, non-standard data processing, data are adaptive, the concrete steps of data check and data persistence.
The main program code instance of data integration method flow process is:
Data integration flow process kernel templates
Data integrated system of the present invention and method have following beneficial effect:
1. organically two kinds of data integration modes are combined:
Combination by initialization module and adaptation module, data integrated system is integrated data file and data are in time integrated this two kinds of data integration modes unification the service that externally provides is provided, and can realize like this receiving the data that a plurality of data providers use different data integration modes to provide with a sets of data integrated process; Persistence module, verification module are the modules that can reuse fully for two kinds of data integration modes of same normal data; By the refinement functional module, the decomposition module that often changes is come out, reach and can reuse flexibly.Therein, adaptation module has played very important effect, by the flexible switching of adaptation module, has realized the data no matter which kind of data layout the data provider provides, and can convert standard data to.
2. expansion is simple: (1) extends perpendicular is convenient, and the combination of initialization module and adaptation module can make data integrated system realize receiving the data source that often changes; (2) horizontal extension is convenient, can use a data integration system to realize only needing data sync between the different databases to change a small amount of core data model, can realize the data sync between a plurality of databases is carried out flexible expansion, as shown in Figure 6.
Use data integrated system of the present invention and method, solved the shortcoming of two kinds of data integration modes respectively, and two kinds of advantages of integrating mode have been inherited, and can be monitored whole data loading situation, be convenient to the mistake of appearance in the timely correction of data integration, and reduced the maintenance cost of program.
The application's available software, hardware, firmware or its combination realize.
Though described the application with reference to exemplary embodiments, should be appreciated that used term is explanation and exemplary and nonrestrictive term.The spirit or the essence that do not break away from invention because the application can specifically implement in a variety of forms, so be to be understood that, the foregoing description is not limited to any aforesaid details, and should be in the spirit and scope that claim limited of enclosing explain widely, therefore fall into whole variations in claim or its equivalent scope and remodeling and all should be the claim of enclosing and contain.
Claims (12)
1. data integrated system comprises:
Initialization module obtains data from different data sources;
Adaptation module receives data from described initialization module, and the data with standard data format is provided;
The verification module, from the data of described adaptation module acceptance criteria data layout, and the integrality of the data of the described standard data format of verification and correctness, filter undesirable data;
Persistence module, data persistence that will be by verification is to database; And
Monitoring module, the integration situation of every data in the monitor data integration system.
2. data integrated system as claimed in claim 1, wherein, when the form of the data that receive was not described standard data format, described adaptation module converted thereof into described standard data format.
3. data integrated system as claimed in claim 1, wherein said monitoring module comprise notification unit and error handling processing unit.
4. data integrated system as claimed in claim 3, wherein said notification unit realization is mutual with other data integrated system, the mistake that occurs in the described error handling processing cell processing data integration.
5. data integrated system as claimed in claim 1, wherein said persistence module according to putaway rule will be by verification data persistence to database.
6. data integrated system as claimed in claim 5, wherein said putaway rule customizes separately according to the different business rule, makes different standard data formats have different putaway rules.
7. a data integration method is used for data integrated system, and this method comprises:
Initialization step obtains data from different data sources;
Adaptation step based on the data of being obtained, provides the data with standard data format;
Checking procedure, the integrality of the data of the described standard data format of verification and correctness are filtered undesirable data;
The persistence step, data persistence that will be by verification is to database; And
Monitoring step, the integration situation of every data in the monitor data integration system.
8. data integration method as claimed in claim 7, wherein, when the form of the data of obtaining was not described standard data format, described adaptation step converted thereof into described standard data format.
9. data integration method as claimed in claim 7, wherein said monitoring step comprise notifying process and error handling processing step.
10. data integration method as claimed in claim 9, wherein said notifying process realization is mutual with other data integrated system, the mistake that occurs in the described error handling processing step process data integration.
11. data integration method as claimed in claim 7, wherein said persistence step according to putaway rule will be by verification data persistence to database.
12. data integration method as claimed in claim 11, wherein said putaway rule customizes separately according to the different business rule, makes different standard data formats have different putaway rules.
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| CN114116870A (en) * | 2021-11-25 | 2022-03-01 | 江苏商贸职业学院 | Cross-business theme data exchange method and system |
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