CN108984592A - A kind of data processing system based on graphic data base, method and device - Google Patents
A kind of data processing system based on graphic data base, method and device Download PDFInfo
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Abstract
The embodiment of the invention provides a kind of data processing system based on graphic data base, method and device, which includes: middle control subsystem, graphic data base subsystem, graph data computing subsystem, graph structure data storage subsystem；System provided in an embodiment of the present invention can directly acquire the processing result stored in graph structure data storage subsystem in the case where determination is not first treated relational data to be processed；And in the case where first treated relational data to be processed, type data progress graph structure of dealing with relationship is treated by graphic data base subsystem to handle to obtain the first graph structure data, and the second graph structure data for having incidence relation with the first graph structure data are obtained by graph data computing subsystem, and the first graph structure data and the second graph structure data are merged to obtain third graph structure data, using third graph structure data as processing result, the processing speed handled relational data can be improved compared with the prior art.
Description
Technical field
The present invention relates to computer application technologies, more particularly to a kind of data processing system based on graphic data base
System, method and device.
Background technique
With the arrival of big data era, graphic data base has the spies such as quick relational query, stand-alone environment stabilization because of it
Point is gradually widely used in the relational data that processing has incidence relation.For example, in performers and clerks' data of a film
It include: several performers, director, special efficacy personnel etc., while a certain position director is also likely to be other films or TV play in itself
Performer；A certain position performer is also likely to be the director of other films, it is seen then that performers and clerks' data of portion's film have complicated pass
Therefore connection relationship can be referred to as relational data.
As shown in Figure 1, for a kind of system of common Graphics Application database processing relational data in the prior art, it should
System includes: application subsystem and graphic data base, and concrete processing procedure includes: that application subsystem receives relationship to be processed
After type data, the relational data received is sent to graphic data base；Graphic data base is to the relational data received
Graph structure processing is carried out, obtains the graph structure data of the relational data, and using obtained graph structure data as processing
As a result application subsystem is fed back to.Although the system can handle relational data to obtain graph structure data, by
It is limited in the data-handling capacity of graphic data base, when the incidence relation possessed by the relational data to be processed is excessively complicated
Processing speed is slow.
Summary of the invention
The embodiment of the present invention is designed to provide a kind of data processing system based on graphic data base, method and dress
It sets, to improve the processing speed handled relational data.Specific technical solution is as follows:
The one side that the present invention is implemented provides a kind of data processing system based on graphic data base, the system packet
It includes: middle control subsystem, graphic data base subsystem, graph data computing subsystem, graph structure data storage subsystem；Wherein,
The middle control subsystem, obtains relational data to be processed, and judges whether relationship to be processed described in first treated
Type data, if so, the relational data to be processed is sent to the graphic data base subsystem；If not, to described
Graph structure data storage subsystem requests the processing result of the relational data to be processed, wherein the processing result includes:
The graph structure data of the relational data to be processed and with the graph structure data of the relational data to be processed have be associated with
The graph structure data of relationship；
After the graphic data base subsystem receives the relational data to be processed, to the relationship type number to be processed
According to graph structure processing is carried out, the first graph structure data are obtained, and by the first graph structure data feedback to middle control
System；The middle control subsystem is sent to institute after receiving the first graph structure data, by the first graph structure data
State graph data computing subsystem；After the graph data computing subsystem receives the first graph structure data, obtain with
The first graph structure data have the second graph structure data of incidence relation, to the first graph structure data and described second
Graph structure data merge processing and obtain third graph structure data, by the third graph structure data feedback to middle control
System；The middle control subsystem is after receiving the third graph structure data, using the third graph structure data as described in
The processing result of relational data to be processed, and the third graph structure data are sent to the graph structure data and store subsystem
System；The graph structure data storage subsystem receives and stores the third graph structure data；
After the graph structure data storage subsystem receives the request that the middle control subsystem is sent, by the third figure
Structured data feeds back to the middle control subsystem, will be described after the middle control subsystem receives the third graph structure data
Third graph structure data are as the processing result.
Optionally, the graphic data base subsystem includes: at least one graphic data base, and at a graphic data base
Manage a kind of relational data of type of service.
Optionally, the described the step of relational data to be processed is sent to the graphic data base subsystem, packet
It includes:
Determine the content type of the relational data to be processed；
Obtain the corresponding type of service of the content type；
The relational data to be processed is sent to the graph data for handling the relational data of acquired type of service
Library.
Optionally, described that graph structure processing is carried out to the relational data to be processed, obtain the first graph structure data
The step of, comprising:
Determine the object for including in the relational data to be processed；
Incidence relation between each object determined by obtaining；
The first graph structure data are obtained according to identified each object and acquired incidence relation.
Optionally, the acquisition has the second graph structure data of incidence relation with the first graph structure data, to institute
It states the first graph structure data and the second graph structure data merges the step of processing obtains third graph structure data, wrap
It includes:
Obtain the second graph structure data, wherein the second graph structure data and the first graph structure data are comprising extremely
A few same object；
Duplicate removal processing is carried out to the same object for including in the first graph structure data and the second graph structure data,
Obtain the third graph structure data.
Optionally, the graph structure data storage subsystem are as follows: based on distributed structure/architecture, for storing graph structure data
Storage system,
The described the step of third graph structure data are sent to the graph structure data storage subsystem, comprising:
Acquired type of service and the third graph structure data are sent to the graph structure data storage subsystem；
Correspondingly, the step of graph structure data storage subsystem receives and stores the third graph structure data, packet
It includes:
Determine the corresponding partition holding of type of service received；
The third graph structure data are stored to identified partition holding.
The another aspect that the present invention is implemented additionally provides a kind of data processing method based on graphic data base, is applied to base
Middle control subsystem in the data processing system of graphic data base, wherein the data processing system includes: middle control subsystem
System, graphic data base subsystem, graph data computing subsystem, graph structure data storage subsystem, which comprises
Relational data to be processed is obtained, and judges whether relational data to be processed described in first treated；
If so, the relational data to be processed is sent to the graphic data base subsystem, and receive the figure
First graph structure data of graphic data library subsystem feedback, the first graph structure data are as follows: to the relationship type number to be processed
The graph structure data handled according to graph structure is carried out；The first graph structure data are sent to the graph data to calculate
Subsystem, and receive the third graph structure data of the graphics calculations subsystem feedback, wherein the third graph structure data
Are as follows: the obtained graph structure data of processing are merged to the first graph structure data and the second graph structure data, described second
Graph structure data are as follows: there are the graph structure data of incidence relation with the first graph structure data, by the third graph structure number
The graph structure number is sent to according to the processing result as the relational data to be processed, and by the third graph structure data
According to storage subsystem；
If not, the processing result of the relational data to be processed is requested to the graph structure data storage subsystem,
Wherein, the processing result include: the relational data to be processed graph structure data and with the relationship type number to be processed
According to graph structure data have incidence relation graph structure data；Receive the described of the graph structure data storage subsystem feedback
Third graph structure data, using the third graph structure data as the processing result.
Optionally, the graphic data base subsystem includes: at least one graphic data base, and at a graphic data base
A kind of relational data of type of service is managed, it is correspondingly, described that the relational data to be processed is sent to the figure number
The step of according to library subsystem, comprising:
Determine the content type of the relational data to be processed；
Obtain the corresponding type of service of the content type；
The relational data to be processed is sent to the graph data for handling the relational data of acquired type of service
Library.
Optionally, the graph structure data storage subsystem are as follows: based on distributed structure/architecture, for storing graph structure data
Storage system,
The described the step of third graph structure data are sent to the storage subsystem, comprising:
Acquired type of service and the third graph structure data are sent to the graph structure data storage subsystem.
The another aspect that the present invention is implemented additionally provides a kind of data processing equipment based on graphic data base, is applied to base
Middle control subsystem in the data processing system of graphic data base, wherein the data processing system includes: middle control subsystem
System, graphic data base subsystem, graph data computing subsystem, graph structure data storage subsystem, described device include:
Module is obtained, for obtaining relational data to be processed, and judges whether relationship type to be processed described in first treated
Data trigger sending module, if the determination result is NO trigger request module in the case where the judgment result is yes；
Sending module for the relational data to be processed to be sent to the graphic data base subsystem, and receives
First graph structure data of the graphic data base subsystem feedback, the first graph structure data are as follows: to the pass to be processed
It is the graph structure data that type data carry out that graph structure is handled；The first graph structure data are sent to the figure number
According to computing subsystem, and receive the third graph structure data of the graphics calculations subsystem feedback, wherein the third graph structure
Data are as follows: the graph structure data that processing obtains are merged to the first graph structure data and the second graph structure data, it is described
Second graph structure data are as follows: there are the graph structure data of incidence relation with the first graph structure data, by the third figure knot
Processing result of the structure data as the relational data to be processed, and the third graph structure data are sent to the figure knot
Structure data storage subsystem；
Request module, for requesting the processing of the relational data to be processed to the graph structure data storage subsystem
As a result, wherein the processing result include: the relational data to be processed graph structure data and with the relationship to be processed
The graph structure data of type data have the graph structure data of incidence relation；Receive the graph structure data storage subsystem feedback
The third graph structure data, using the third graph structure data as the processing result.
The embodiment of the invention also provides subsystem, the middle control subsystem are as follows: based on graphic data base are controlled in one kind
Middle control subsystem in data processing system, wherein the data processing system includes: middle control subsystem, graphic data base
System, graph data computing subsystem, graph structure data storage subsystem；The middle control subsystem include: processor, communication connect
Mouth, memory and communication bus, wherein processor, communication interface, memory complete mutual communication by communication bus；
Memory, for storing computer program；
Processor when for executing the program stored on memory, is realized any of the above-described described based on graphic data base
Data processing method.
The another aspect that the present invention is implemented additionally provides a kind of computer readable storage medium, the computer-readable storage
Medium are as follows: the storage medium of middle control subsystem in the data processing system based on graphic data base, wherein the data system packet
It includes: middle control subsystem, graphic data base subsystem, graph data computing subsystem, graph structure data storage subsystem；The meter
It is stored with instruction in calculation machine readable storage medium storing program for executing, when the computer readable storage medium is run on computers, so that institute
It states computer and realizes any of the above-described data processing method based on graphic data base.
Data processing system provided in an embodiment of the present invention based on graphic data base, method and device, can be in determination
In the case where not being first treated relational data to be processed, the processing stored in graph structure data storage subsystem is directly acquired
As a result；And it in the case where first treated relational data to be processed, is treated and is dealt with relationship by graphic data base subsystem
Type data carry out graph structure and handle to obtain the first graph structure data, and are obtained and the first figure by graph data computing subsystem
Structured data has the second graph structure data of incidence relation, and the first graph structure data and the second graph structure data are closed
And third graph structure data are obtained, using third graph structure data as the processing result of relational data to be processed, compared to existing
Have in technology simple by way of obtaining the processing result of relational data to be processed, can be improved pair graphic data base
The processing speed that relational data is handled.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with
It obtains other drawings based on these drawings.
Fig. 1 is the structural schematic diagram of relational data processing system in the prior art；
Fig. 2 is a kind of structural schematic diagram of the data processing system based on graphic data base provided in an embodiment of the present invention；
Fig. 3 is a kind of flow diagram of the data processing method based on graphic data base provided in an embodiment of the present invention；
Fig. 4 is a kind of structural schematic diagram of the data processing equipment based on graphic data base provided in an embodiment of the present invention；
Fig. 5 is the structural schematic diagram that subsystem is controlled in one kind provided in an embodiment of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
Referring to Fig. 2, a kind of knot of data processing system based on graphic data base provided in an embodiment of the present invention is shown
Structure schematic diagram, the system include: middle control subsystem 100, graphic data base subsystem 200, graph data computing subsystem 300,
Graph structure data storage subsystem 400；Wherein,
Middle control subsystem 100, obtains relational data to be processed, and judges whether first treated relationship type number to be processed
According to if so, relational data to be processed is sent to graphic data base subsystem 200；If not, being stored to graph structure data
Subsystem 400 requests the processing result of relational data to be processed, wherein processing result includes: relational data to be processed
Graph structure data and the graph structure data with the graph structure data of relational data to be processed with incidence relation；
After graphic data base subsystem 200 receives relational data to be processed, treats the type data of dealing with relationship and carry out figure
Structuring processing obtains the first graph structure data, and gives the first graph structure data feedback to middle control subsystem 100；Middle control subsystem
First graph structure data are sent to graph data computing subsystem 300 after receiving the first graph structure data by system 100；Figure
After graphic data computing subsystem 300 receives the first graph structure data, obtaining has incidence relation with the first graph structure data
Graph structure data merge processing to the first graph structure data and the second graph structure data and obtain third graph structure data, will
Third graph structure data feedback gives middle control subsystem 100；Middle control subsystem 100 is after receiving third graph structure data, by
Processing result of the three graph structure data as relational data to be processed, and third graph structure data are sent to graph structure data
Storage subsystem 400；Graph structure data storage subsystem 400 receives and stores third graph structure data；
After graph structure data storage subsystem 400 receives the request that middle control subsystem 100 is sent, by third graph structure number
According to middle control subsystem 100 is fed back to, after middle control subsystem 100 receives third graph structure data, third graph structure data are made
For processing result.
In practical application, middle control subsystem 100 is during obtaining relational data to be processed, it is understood that there may be repetition obtains
The case where obtaining the same relational data, the same relational data is repeatedly processed through vaporization, condensation and absorption in order to prevent.The embodiment of the present invention is a kind of
In implementation, middle control subsystem 100 can recorde and obtain for the relational data for each having obtained processing result
Cross the relational data of processing result.Based on this, subsystem 100 is controlled in the middle and is judging some relationship type to be processed obtained
In the case that data are not the relational data of first treated, illustrate the processing knot for having obtained the relational data to be processed
Therefore fruit can directly request the processing knot of relational data to be processed obtained to graph structure data storage subsystem 400
Fruit；It, then will be obtained in the case where judging relational data to be processed obtained is the relational data of first treated
Relational data to be processed is sent to graphic data base subsystem 200 and is handled.
The relational data to be processed that middle control subsystem 100 obtains can be the relationship type that the client of application system is sent
Data.
Correspondingly, middle control subsystem 100 is from graph structure data storage subsystem 400 or graph data computing subsystem
After 300 obtain the processing result of relational data to be processed, processing result can be fed back to request and handle the relationship to be processed
The client of the application system of type data.
In order to improve the processing speed for type data of dealing with relationship, in a kind of implementation of the embodiment of the present invention, graph data
Library subsystem 200 includes: at least one graphic data base, and a graphic data base handles a kind of relationship type number of type of service
According to.
Above-mentioned type of service can be type of service belonging to relational data to be dealt in practical application, can wrap
It includes: consumption service type, message registration type of service etc..
In a kind of implementation, the relationship type which type of service each graphic data base to be handled can be preset
Data can accelerate data by the data processing method that a graphic data base handles a kind of relational data of type of service
Processing speed promotes Information Security.
In a kind of implementation, graphic data base subsystem 200 can be with are as follows: based on distributed structure/architecture, close for handling
It is the system of type data.By distributed data processing method, calculation processing is carried out to relational data, can be improved data
Processing speed and raising Information Security.
Correspondingly, in a kind of implementation, relational data to be processed is sent to the graphic data base subsystem 200
The step of, comprising:
Step 1 determines the content type of relational data to be processed；
Step 2 obtains the corresponding type of service of content type；
Relational data to be processed is sent to the figure number for handling the relational data of acquired type of service by step 3
According to library.
Content type can be determining according to the particular content of relational data to be processed, correspondingly, can be by relationship type number
According to particular content in there are similar or identical content, different content type relational datas to belong to a service class
Type.For example, the particular content of some relational data to be processed is shopping record, then the content class of the relational data to be processed
Type is then are as follows: shopping type；The particular content of some relational data to be processed is credit card usage record, then the relationship to be processed
The content type of type data is then are as follows: credit type；Regardless of being that shopping record or credit card usage record all can serve as one
Therefore shopping type and credit type can be belonged to consumption service type by the measurement standard of the personal level of consumption.
In a kind of implementation of the embodiment of the present invention, graphic data base subsystem 200 treats type data progress of dealing with relationship
Graph structureization processing the step of obtaining the first graph structure data, may include:
Step 1 determines the object for including in relational data to be processed；
Step 2 obtains the incidence relation between identified each object；
Step 3 obtains the first graph structure data according to identified each object and acquired incidence relation.
Object can be understood as element needed for constituting graph structure data, may include people and/or object.For example, for opening
Include in three message registration, Zhang San and message registration everyone be an object.For the shopping record of Zhang San, open
Three and shopping record in each object be an object.
Incidence relation can be understood as；The relationship generated between two objects since agenda occurs, for example, being directed to
Occurred to call or answer in the message registration of Zhang San, between Zhang San and Li Si, then the incidence relation between Zhang San and Li Si are as follows:
By the calling between Zhang San and Li Si or answer and the relationship that generates.
In a kind of implementation, each object can be attached by arrow, indicated above arrow two objects it
Between incidence relation, with this according to the incidence relation between the object and each object for including in relational data to be processed come
To graph structure data.For example, obtained graph structure data can indicate are as follows:In a kind of implementation,
It can also include: to occur in fact between two objects in order to make the incidence relation between two objects definitely, in incidence relation
The information such as time, the place of border behavior.For example, can indicate when called for the object in log.Needle
Where buying can be indicated to the object in shopping record.
In a kind of implementation of the embodiment of the present invention, graph data computing subsystem 300 is obtained and the first graph structure data
First graph structure data are merged processing with the second graph structure data and obtained by the second graph structure data with incidence relation
The step of third graph structure data, may include:
Step 1 obtains the second graph structure data, wherein the second graph structure data and the first graph structure data are comprising at least
One same object；
Step 2 carries out duplicate removal processing to the same object for including in the first graph structure data and the second graph structure data,
Obtain third graph structure data.
In a kind of implementation, graph data computing subsystem 300 can be with are as follows: based on distributed structure/architecture, for calculating
The system of graph structure data.By distributed data processing method, calculation processing, energy are carried out to the graph structure data received
It enough improves data processing speed and improves Information Security.
Duplicate removal processing can be understood as the same object for including in two graph structure data merging processing.For example,
First graph structure data are as follows:Second graph structure data are as follows:To the first figure knot
The same object for including in structure data and the second graph structure data carries out duplicate removal processing, obtains third graph structure data are as follows:
By way of duplicate removal processing, multiple graph structure data are merged and generate a graph structure data, compared to
Individually using multiple graph structure data as processing result, the graph structure data obtained after duplicate removal can guarantee relationship type to be processed
The processing result of data more fully simultaneously so that the incidence relation in processing result between each object is more clear.
In order to accelerate the read or write speed of graph structure data storage subsystem 400, in a kind of implementation of the embodiment of the present invention,
Graph structure data storage subsystem 400 can be with are as follows: storage system based on distributed structure/architecture, for storing graph structure data.
Specifically, including different partition holdings in graph structure data storage subsystem 400, one of partition holding is for storing one
The processing result of the relational data to be processed of kind type of service.
Based on this, the step of third graph structure data are sent to graph structure data storage subsystem 400, may include:
The type of service of acquired relational data to be processed and third graph structure data are sent to graph structure data
Storage subsystem 400；
Correspondingly, graph structure data storage subsystem 400 receives and stores the step of third graph structure data, can wrap
It includes:
Determine the corresponding partition holding of type of service received；
Third graph structure data are stored to identified partition holding.
The embodiment of the present invention is by storing the processing result of the relational data to be processed of identical services type to same
In a partition holding, processing result search efficiency can be improved.
In each scheme provided in an embodiment of the present invention, it can determined not based on the data processing system of graphic data base
In the case where being first treated relational data to be processed, the processing knot stored in graph structure data storage subsystem is directly acquired
Fruit；And in the case where first treated relational data to be processed, the type of dealing with relationship is treated by graphic data base subsystem
Data carry out graph structure and handle to obtain the first graph structure data, and are obtained and the first figure knot by graph data computing subsystem
Structure data have the second graph structure data of incidence relation, and the first graph structure data and the second graph structure data are merged
Third graph structure data are obtained, using third graph structure data as the processing result of relational data to be processed, compared to existing
It is simple in technology by way of obtaining the processing result of relational data to be processed, to can be improved to pass graphic data base
It is the processing speed that type data are handled.
Referring to Fig. 3, a kind of stream of data processing method based on graphic data base provided in an embodiment of the present invention is shown
Journey schematic diagram, applied to the middle control subsystem in the data processing system based on graphic data base, wherein the data processing system
System includes: middle control subsystem, graphic data base subsystem, graph data computing subsystem, graph structure data storage subsystem, is somebody's turn to do
Method includes:
S500 obtains relational data to be processed, and judges whether relational data to be processed described in first treated, is sentencing
Disconnected result is to execute S600 when being, executes S700 when the judgment result is No；
The relational data to be processed is sent to the graphic data base subsystem, and receives the figure by S600
First graph structure data of database subsystem feedback, the first graph structure data are as follows: to the relational data to be processed
Carry out the graph structure data that graph structure is handled；The first graph structure data are sent to the graph data and calculate son
System, and receive the third graph structure data of the graphics calculations subsystem feedback, wherein the third graph structure data are as follows:
The graph structure data that processing obtains, the second figure knot are merged to the first graph structure data and the second graph structure data
Structure data are as follows: there are the graph structure data of incidence relation with the first graph structure data, the third graph structure data are made
For the processing result of the relational data to be processed, and the third graph structure data are sent to the graph structure data and are deposited
Store up subsystem；
S700 requests the processing result of the relational data to be processed to the graph structure data storage subsystem,
In, the processing result include: the relational data to be processed graph structure data and with the relational data to be processed
Graph structure data have incidence relation graph structure data；Receive described the of graph structure data storage subsystem feedback
Three graph structure data, using the third graph structure data as the processing result.
In a kind of implementation of the embodiment of the present invention, graphic data base subsystem includes: at least one graphic data base, and
One graphic data base handles a kind of relational data of type of service, correspondingly, described by the relational data to be processed
The step of being sent to the graphic data base subsystem, comprising:
Determine the content type of the relational data to be processed；
Obtain the corresponding type of service of the content type；
The relational data to be processed is sent to the graph data for handling the relational data of acquired type of service
Library.
In a kind of implementation of the embodiment of the present invention, graph structure data storage subsystem are as follows: based on distributed structure/architecture, use
In storage graph structure data storage system,
The described the step of third graph structure data are sent to the storage subsystem, comprising:
Acquired type of service and the third graph structure data are sent to the graph structure data storage subsystem.
In each scheme provided in an embodiment of the present invention, it can determined not based on the data processing method of graphic data base
In the case where being first treated relational data to be processed, the processing knot stored in graph structure data storage subsystem is directly acquired
Fruit；And in the case where first treated relational data to be processed, the type of dealing with relationship is treated by graphic data base subsystem
Data carry out graph structure and handle to obtain the first graph structure data, and are obtained and the first figure knot by graph data computing subsystem
Structure data have the second graph structure data of incidence relation, and the first graph structure data and the second graph structure data are merged
Third graph structure data are obtained, using third graph structure data as the processing result of relational data to be processed, compared to existing
It is simple in technology by way of obtaining the processing result of relational data to be processed, to can be improved to pass graphic data base
It is the processing speed that type data are handled.
Referring to Fig. 4, a kind of knot of data processing equipment based on graphic data base provided in an embodiment of the present invention is shown
Structure schematic diagram, applied to the middle control subsystem in the data processing system based on graphic data base, wherein the data processing system
System includes: middle control subsystem, graphic data base subsystem, graph data computing subsystem, graph structure data storage subsystem, is somebody's turn to do
Device includes:
Module 800 is obtained, for obtaining relational data to be processed, and judges whether relationship to be processed described in first treated
Type data trigger sending module, if the determination result is NO trigger request module in the case where the judgment result is yes；
Sending module 900 for the relational data to be processed to be sent to the graphic data base subsystem, and connects
Receive the first graph structure data of the graphic data base subsystem feedback, the first graph structure data are as follows: to described to be processed
Relational data carries out the graph structure data that graph structure is handled；The first graph structure data are sent to the figure
Data computing subsystem, and receive the third graph structure data of the graphics calculations subsystem feedback, wherein the third figure knot
Structure data are as follows: the graph structure data that processing obtains, institute are merged to the first graph structure data and the second graph structure data
State the second graph structure data are as follows: there are the graph structure data of incidence relation with the first graph structure data, by the third figure
Processing result of the structured data as the relational data to be processed, and the third graph structure data are sent to the figure
Structured data storage subsystem；
Request module 1000, for requesting the relational data to be processed to the graph structure data storage subsystem
Processing result, wherein the processing result include: the relational data to be processed graph structure data and with it is described to be processed
The graph structure data of relational data have the graph structure data of incidence relation；It is anti-to receive the graph structure data storage subsystem
The third graph structure data of feedback, using the third graph structure data as the processing result.
In a kind of implementation of the embodiment of the present invention, graphic data base subsystem includes: at least one graphic data base, and
One graphic data base handles a kind of relational data of type of service, and correspondingly, sending module 900 is specifically used for:
Determine the content type of the relational data to be processed；
Obtain the corresponding type of service of the content type；
The relational data to be processed is sent to the graph data for handling the relational data of acquired type of service
Library.
In a kind of implementation of the embodiment of the present invention, graph structure data storage subsystem are as follows: based on distributed structure/architecture, use
In the storage system of storage graph structure data, correspondingly, sending module 900 is specifically also used to:
Acquired type of service and the third graph structure data are sent to the graph structure data storage subsystem.
In each scheme provided in an embodiment of the present invention, it can determined not based on the data processing equipment of graphic data base
In the case where being first treated relational data to be processed, the processing knot stored in graph structure data storage subsystem is directly acquired
Fruit；And in the case where first treated relational data to be processed, the type of dealing with relationship is treated by graphic data base subsystem
Data carry out graph structure and handle to obtain the first graph structure data, and are obtained and the first figure knot by graph data computing subsystem
Structure data have the second graph structure data of incidence relation, and the first graph structure data and the second graph structure data are merged
Third graph structure data are obtained, using third graph structure data as the processing result of relational data to be processed, compared to existing
It is simple in technology by way of obtaining the processing result of relational data to be processed, to can be improved to pass graphic data base
It is the processing speed that type data are handled.
As shown in figure 5, the embodiment of the invention also provides control subsystem in one kind, wherein middle control subsystem are as follows: based on figure
Middle control subsystem in the data processing system in graphic data library, the data processing system based on graphic data base include: middle control
System, graphic data base subsystem, graph data computing subsystem, graph structure data storage subsystem；Subsystem is controlled among the above
It include: processor 001, communication interface 002, memory 003 and communication bus 004, wherein processor 001, communication interface 002,
Memory 003 completes mutual communication by communication bus 004,
Memory 003, for storing computer program；
Processor 001 when for executing the program stored on memory 003, realizes base described in the embodiment of the present invention
In the data processing method of graphic data base.
Specifically, the above-mentioned data processing method based on graphic data base, comprising:
Relational data to be processed is obtained, and judges whether relational data to be processed described in first treated；
If so, the relational data to be processed is sent to the graphic data base subsystem, and receive the figure
First graph structure data of graphic data library subsystem feedback, the first graph structure data are as follows: to the relationship type number to be processed
The graph structure data handled according to graph structure is carried out；The first graph structure data are sent to the graph data to calculate
Subsystem, and receive the third graph structure data of the graphics calculations subsystem feedback, wherein the third graph structure data
Are as follows: the obtained graph structure data of processing are merged to the first graph structure data and the second graph structure data, described second
Graph structure data are as follows: there are the graph structure data of incidence relation with the first graph structure data, by the third graph structure number
The graph structure number is sent to according to the processing result as the relational data to be processed, and by the third graph structure data
According to storage subsystem；
If not, the processing result of the relational data to be processed is requested to the graph structure data storage subsystem,
Wherein, the processing result include: the relational data to be processed graph structure data and with the relationship type number to be processed
According to graph structure data have incidence relation graph structure data；Receive the described of the graph structure data storage subsystem feedback
Third graph structure data, using the third graph structure data as the processing result.
It realizes it should be noted that above-mentioned processor 001 executes the program stored on memory 003 based on graph data
The other embodiments of the data processing method in library, it is identical as the embodiment that preceding method embodiment part provides, it is no longer superfluous here
It states.
In each scheme provided in an embodiment of the present invention, middle control subsystem can not be first treated pass to be processed in determination
In the case where being type data, the processing result stored in graph structure data storage subsystem is directly acquired；And in first treated
In the case where relational data to be processed, type data of dealing with relationship are treated by graphic data base subsystem and are carried out at graph structure
Reason obtains the first graph structure data, and is obtained with the first graph structure data by graph data computing subsystem with incidence relation
The second graph structure data, and the first graph structure data and the second graph structure data are merged to obtain third graph structure number
According to, using third graph structure data as the processing result of relational data to be processed, compared with the prior art in simple pass through
Graphic data base obtains the mode of the processing result of relational data to be processed, can be improved and handles relational data
Processing speed.
The communication bus that control subsystem is mentioned among the above can be Peripheral Component Interconnect standard (Peripheral
Component Interconnect, PCI) bus or expanding the industrial standard structure (Extended Industry Standard
Architecture, EISA) bus etc..The communication bus can be divided into address bus, data/address bus, control bus etc..For just
It is only indicated with a thick line in expression, figure, it is not intended that an only bus or a type of bus.
Communication interface for controlling the communication between subsystem and other equipment among the above.
Memory may include random access memory (Random Access Memory, RAM), also may include non-easy
The property lost memory (Non-Volatile Memory, NVM), for example, at least a magnetic disk storage.Optionally, memory may be used also
To be storage device that at least one is located remotely from aforementioned processor.
Above-mentioned processor can be general processor, including central processing unit (Central Processing Unit,
CPU), network processing unit (Network Processor, NP) etc.；It can also be digital signal processor (Digital Signal
Processing, DSP), it is specific integrated circuit (Application Specific Integrated Circuit, ASIC), existing
It is field programmable gate array (Field-Programmable Gate Array, FPGA) or other programmable logic device, discrete
Door or transistor logic, discrete hardware components.
The another aspect that the present invention is implemented additionally provides a kind of computer readable storage medium, the computer-readable storage
Medium are as follows: the storage medium of middle control subsystem in the data processing system based on graphic data base, wherein the data processing system
System includes: middle control subsystem, graphic data base subsystem, graph data computing subsystem, graph structure data storage subsystem；Institute
It states and is stored with instruction in computer readable storage medium, when the computer readable storage medium is run on computers, make
It obtains the computer and realizes any of the above-described data processing method based on graphic data base.
Specifically, the above-mentioned data processing method based on graphic data base, comprising:
Relational data to be processed is obtained, and judges whether relational data to be processed described in first treated；
If so, the relational data to be processed is sent to the graphic data base subsystem, and receive the figure
First graph structure data of graphic data library subsystem feedback, the first graph structure data are as follows: to the relationship type number to be processed
The graph structure data handled according to graph structure is carried out；The first graph structure data are sent to the graph data to calculate
Subsystem, and receive the third graph structure data of the graphics calculations subsystem feedback, wherein the third graph structure data
Are as follows: the obtained graph structure data of processing are merged to the first graph structure data and the second graph structure data, described second
Graph structure data are as follows: there are the graph structure data of incidence relation with the first graph structure data, by the third graph structure number
The graph structure number is sent to according to the processing result as the relational data to be processed, and by the third graph structure data
According to storage subsystem；
If not, the processing result of the relational data to be processed is requested to the graph structure data storage subsystem,
Wherein, the processing result include: the relational data to be processed graph structure data and with the relationship type number to be processed
According to graph structure data have incidence relation graph structure data；Receive the described of the graph structure data storage subsystem feedback
Third graph structure data, using the third graph structure data as the processing result.
It should be noted that realizing the data processing side based on graphic data base by above-mentioned computer readable storage medium
The other embodiments of method, identical as the embodiment that preceding method embodiment part provides, which is not described herein again.
In each scheme provided in an embodiment of the present invention, by running the finger stored in above-mentioned computer readable storage medium
It enables, can directly acquire graph structure data in the case where determinations is not first treated relational data to be processed and store subsystem
The processing result stored in system；And in the case where first treated relational data to be processed, pass through graphic data base subsystem
System treats type data progress graph structure of dealing with relationship and handles to obtain the first graph structure data, and calculates subsystem by graph data
System obtains the second graph structure data for having incidence relation with the first graph structure data, and by the first graph structure data and the second figure
Structured data merges to obtain third graph structure data, using third graph structure data as the processing of relational data to be processed
As a result, the side of the processing result for obtaining relational data to be processed by graphic data base simple in compared with the prior art
Formula can be improved the processing speed handled relational data.
The another aspect that the present invention is implemented additionally provides a kind of computer program product comprising instruction, the calculation procedure
Product are as follows: the program product of middle control subsystem in the data processing system based on graphic data base, wherein the data processing system
System includes: middle control subsystem, graphic data base subsystem, graph data computing subsystem, graph structure data storage subsystem；Institute
When stating computer program product and running on computers, so that the computer is realized described in the embodiment of the present invention based on figure
The data processing method of database.
Specifically, the above-mentioned data processing method based on graphic data base, comprising:
Relational data to be processed is obtained, and judges whether relational data to be processed described in first treated；
If so, the relational data to be processed is sent to the graphic data base subsystem, and receive the figure
First graph structure data of graphic data library subsystem feedback, the first graph structure data are as follows: to the relationship type number to be processed
The graph structure data handled according to graph structure is carried out；The first graph structure data are sent to the graph data to calculate
Subsystem, and receive the third graph structure data of the graphics calculations subsystem feedback, wherein the third graph structure data
Are as follows: the obtained graph structure data of processing are merged to the first graph structure data and the second graph structure data, described second
Graph structure data are as follows: there are the graph structure data of incidence relation with the first graph structure data, by the third graph structure number
The graph structure number is sent to according to the processing result as the relational data to be processed, and by the third graph structure data
According to storage subsystem；
If not, the processing result of the relational data to be processed is requested to the graph structure data storage subsystem,
Wherein, the processing result include: the relational data to be processed graph structure data and with the relationship type number to be processed
According to graph structure data have incidence relation graph structure data；Receive the described of the graph structure data storage subsystem feedback
Third graph structure data, using the third graph structure data as the processing result.
It should be noted that realizing the data processing method based on graphic data base by above-mentioned computer program product
Other embodiments, identical as the embodiment that preceding method embodiment part provides, which is not described herein again.
In each scheme provided in an embodiment of the present invention, by running the above-mentioned computer program product comprising instruction, energy
It is enough in the case where determination is not first treated relational data to be processed, directly acquire and deposited in graph structure data storage subsystem
The processing result of storage；And it in the case where first treated relational data to be processed, is treated by graphic data base subsystem
Type of dealing with relationship data carry out graph structure and handle to obtain the first graph structure data, and are obtained by graph data computing subsystem
There are the second graph structure data of incidence relation with the first graph structure data, and by the first graph structure data and the second graph structure number
According to merging to obtain third graph structure data, using third graph structure data as the processing result of relational data to be processed,
In compared with the prior art it is simple graphic data base come by way of obtaining the processing result of relational data to be processed, energy
Enough improve the processing speed handled relational data.
It should be noted that, in this document, relational terms such as first and second and the like are used merely to a reality
Body or operation are distinguished with another entity or operation, are deposited without necessarily requiring or implying between these entities or operation
In any actual relationship or order or sequence.Moreover, the terms "include", "comprise" or its any other variant are intended to
Non-exclusive inclusion, so that the process, method, article or equipment including a series of elements is not only wanted including those
Element, but also including other elements that are not explicitly listed, or further include for this process, method, article or equipment
Intrinsic element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that
There is also other identical elements in process, method, article or equipment including the element.
Each embodiment in this specification is all made of relevant mode and describes, same and similar portion between each embodiment
Dividing may refer to each other, and each embodiment focuses on the differences from other embodiments.Especially for method,
For device, computer readable storage medium, computer program product embodiments, since it is substantially similar to system embodiment,
So being described relatively simple, related place illustrates referring to the part of system embodiment.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the scope of the present invention.It is all
Any modification, equivalent replacement, improvement and so within the spirit and principles in the present invention, are all contained in protection scope of the present invention
It is interior.
Claims (10)
1. a kind of data processing system based on graphic data base, which is characterized in that the system comprises: middle control subsystem, figure
Graphic data library subsystem, graph data computing subsystem, graph structure data storage subsystem；Wherein,
The middle control subsystem, obtains relational data to be processed, and judges whether relationship type number to be processed described in first treated
According to if so, the relational data to be processed is sent to the graphic data base subsystem；If not, to the figure knot
Structure data storage subsystem requests the processing result of the relational data to be processed, wherein the processing result includes: described
The graph structure data of relational data to be processed and there is incidence relation with the graph structure data of the relational data to be processed
Graph structure data；
After the graphic data base subsystem receives the relational data to be processed, to the relational data to be processed into
The processing of row graph structureization obtains the first graph structure data, and gives the first graph structure data feedback to the middle control subsystem；
The middle control subsystem is sent to the figure after receiving the first graph structure data, by the first graph structure data
Data computing subsystem；After the graph data computing subsystem receives the first graph structure data, obtain and described the
One graph structure data have the second graph structure data of incidence relation, to the first graph structure data and second graph structure
Data merge processing and obtain third graph structure data, give the third graph structure data feedback to the middle control subsystem；
The middle control subsystem is after receiving the third graph structure data, using the third graph structure data as described to be processed
The processing result of relational data, and the third graph structure data are sent to the graph structure data storage subsystem；Institute
It states graph structure data storage subsystem and receives and stores the third graph structure data；
After the graph structure data storage subsystem receives the request that the middle control subsystem is sent, by the third graph structure
Data feedback gives the middle control subsystem, after the middle control subsystem receives the third graph structure data, by the third
Graph structure data are as the processing result.
2. the system as claimed in claim 1, which is characterized in that the graphic data base subsystem includes: at least one figure
Database, and a graphic data base handles a kind of relational data of type of service.
3. system as claimed in claim 2, which is characterized in that described that the relational data to be processed is sent to the figure
The step of graphic data library subsystem, comprising:
Determine the content type of the relational data to be processed；
Obtain the corresponding type of service of the content type；
The relational data to be processed is sent to the graphic data base for handling the relational data of acquired type of service.
4. the system as claimed in claim 1, which is characterized in that described to carry out graph structure to the relational data to be processed
The step of handling, obtaining the first graph structure data, comprising:
Determine the object for including in the relational data to be processed；
Incidence relation between each object determined by obtaining；
The first graph structure data are obtained according to identified each object and acquired incidence relation.
5. system as claimed in claim 4, which is characterized in that the acquisition has with the first graph structure data to be associated with
Second graph structure data of system merge processing to the first graph structure data and the second graph structure data and obtain the
The step of three graph structure data, comprising:
Obtain the second graph structure data, wherein the second graph structure data and the first graph structure data include at least one
A same object；
Duplicate removal processing is carried out to the same object for including in the first graph structure data and the second graph structure data, is obtained
The third graph structure data.
6. system as claimed in claim 3, which is characterized in that the graph structure data storage subsystem are as follows: based on distribution
Framework, storage system for storing graph structure data,
The described the step of third graph structure data are sent to the graph structure data storage subsystem, comprising:
Acquired type of service and the third graph structure data are sent to the graph structure data storage subsystem；
Correspondingly, the step of graph structure data storage subsystem receives and stores the third graph structure data, comprising:
Determine the corresponding partition holding of type of service received；
The third graph structure data are stored to identified partition holding.
7. a kind of data processing method based on graphic data base, which is characterized in that applied to the data based on graphic data base
Middle control subsystem in processing system, wherein the data processing system include: middle control subsystem, graphic data base subsystem,
Graph data computing subsystem, graph structure data storage subsystem, which comprises
Relational data to be processed is obtained, and judges whether relational data to be processed described in first treated；
If so, the relational data to be processed is sent to the graphic data base subsystem, and receive the figure number
According to library subsystem feed back the first graph structure data, the first graph structure data are as follows: to the relational data to be processed into
The graph structure data that row graph structure is handled；The first graph structure data are sent to the graph data and calculate subsystem
System, and receive the third graph structure data of the graphics calculations subsystem feedback, wherein the third graph structure data are as follows: right
The first graph structure data and the second graph structure data merge the graph structure data that processing obtains, second graph structure
Data are as follows: with the first graph structure data have incidence relation graph structure data, using the third graph structure data as
The processing result of the relational data to be processed, and the third graph structure data are sent to the graph structure data and are stored
Subsystem；
If not, requesting the processing result of the relational data to be processed to the graph structure data storage subsystem, wherein
The processing result includes: the graph structure data of the relational data to be processed and the figure with the relational data to be processed
Structured data has the graph structure data of incidence relation；Receive the third figure of the graph structure data storage subsystem feedback
Structured data, using the third graph structure data as the processing result.
8. the method for claim 7, which is characterized in that the graphic data base subsystem includes: at least one figure
Database, and a graphic data base handles a kind of relational data of type of service, it is correspondingly, described by the pass to be processed
It is the step of type data are sent to the graphic data base subsystem, comprising:
Determine the content type of the relational data to be processed；
Obtain the corresponding type of service of the content type；
The relational data to be processed is sent to the graphic data base for handling the relational data of acquired type of service.
9. method according to claim 8, which is characterized in that the graph structure data storage subsystem are as follows: based on distribution
Framework, storage system for storing graph structure data,
The described the step of third graph structure data are sent to the storage subsystem, comprising:
Acquired type of service and the third graph structure data are sent to the graph structure data storage subsystem.
10. a kind of data processing equipment based on graphic data base, which is characterized in that applied to the data based on graphic data base
Middle control subsystem in processing system, wherein the data processing system include: middle control subsystem, graphic data base subsystem,
Graph data computing subsystem, graph structure data storage subsystem, described device include:
Module is obtained, for obtaining relational data to be processed, and judges whether relational data to be processed described in first treated,
Sending module is triggered in the case where the judgment result is yes, if the determination result is NO trigger request module；
Sending module, for the relational data to be processed to be sent to the graphic data base subsystem, and described in reception
First graph structure data of graphic data base subsystem feedback, the first graph structure data are as follows: to the relationship type to be processed
Data carry out the graph structure data that graph structure is handled；The first graph structure data are sent to the graph data meter
Operator Systems, and receive the third graph structure data of the graphics calculations subsystem feedback, wherein the third graph structure data
Are as follows: the obtained graph structure data of processing are merged to the first graph structure data and the second graph structure data, described second
Graph structure data are as follows: there are the graph structure data of incidence relation with the first graph structure data, by the third graph structure number
The graph structure number is sent to according to the processing result as the relational data to be processed, and by the third graph structure data
According to storage subsystem；
Request module, for requesting the processing knot of the relational data to be processed to the graph structure data storage subsystem
Fruit, wherein the processing result include: the relational data to be processed graph structure data and with the relationship type to be processed
The graph structure data of data have the graph structure data of incidence relation；Receive the institute of the graph structure data storage subsystem feedback
Third graph structure data are stated, using the third graph structure data as the processing result.
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