CN108537866A - Data processing method, device and readable storage medium storing program for executing - Google Patents
Data processing method, device and readable storage medium storing program for executing Download PDFInfo
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- CN108537866A CN108537866A CN201810320939.4A CN201810320939A CN108537866A CN 108537866 A CN108537866 A CN 108537866A CN 201810320939 A CN201810320939 A CN 201810320939A CN 108537866 A CN108537866 A CN 108537866A
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T15/00—3D [Three Dimensional] image rendering
Abstract
A kind of data processing method of offer of the embodiment of the present invention, device and readable storage medium storing program for executing, are applied to electronic equipment.Displaying has the 3D figures generated based on current service data set, the electronic equipment to be previously stored with the corresponding digital finger-print of every group of business datum and vertex data in current service data set on the electronic equipment.Method includes：When detecting that the electronic equipment increases at least one set of business datum newly, newly-increased at least one set of business datum is added in current service data set；For every group of business datum in the business datum set, this group of business datum is converted to digital finger-print using hash function；Judge whether the digital finger-print is pre-stored digital finger-print, and judging result obtains the corresponding vertex data of every group of business datum；3D figures are rendered again based on the corresponding vertex data of every group of business datum.Business datum is improved as a result, to the conversion rate between 3D figures, and 3D model kinematic modeling effect performances is made to be improved significantly.
Description
Technical field
The present invention relates to technical field of data processing, in particular to a kind of data processing method, device and readable deposit
Storage media.
Background technology
In recent years, the benefit that big data was brought is more and more, people can by the statistics to historical data,
The trend for predicting Future Data, to cope with various burst accidents.And the benefit of data visualization is often from the real-time of data
Property displaying, real-time data are obtained by real-time data statistics, to react the state of current time actual event development, and pre-
The direction that actual event may develop is measured, finally determines best event solution.
3D data visualizations are the abilities using computer 3D graphic plottings, by the statistical result of data with the shape of 3D figures
Formula is shown, and obtained result possesses more forms of expression than traditional 2D, 2.5D, passes through good design so that
Show that result is more vivid, it is easier to be received by human brain.Therefore, in order to show to count in real time in 3D data visualizations
According to variation, how accurately and accurately to realize that the kinematic modeling effect of 3D models just becomes 3D data visualizations field urgently
It solves the problems, such as.
Invention content
In order to overcome above-mentioned deficiency in the prior art, the purpose of the present invention is to provide a kind of data processing method, dresses
It sets and readable storage medium storing program for executing, to solve or improve the above problem.
To achieve the goals above, technical solution used in the embodiment of the present invention is as follows：
In a first aspect, the embodiment of the present invention provides a kind of data processing method, it is applied to electronic equipment, the electronic equipment
Upper displaying has the 3D figures generated based on current service data set, wherein the electronic equipment is previously stored with current business
The corresponding digital finger-print of every group of business datum and vertex data in data acquisition system, the method includes：
When detecting that the electronic equipment increases at least one set of business datum newly, newly-increased at least one set of business datum is added
It is added in current service data set；
For every group of business datum in the business datum set, converted this group of business datum to using hash function
Digital finger-print；
Judge whether the digital finger-print is pre-stored digital finger-print, and judging result obtains every group of business datum and corresponds to
Vertex data；
3D figures are rendered again based on the corresponding vertex data of every group of business datum.
Optionally, described to judge whether the digital finger-print is pre-stored digital finger-print, and judging result obtains every group
The step of business datum corresponding vertex data, including：
If the digital finger-print is pre-stored digital finger-print, it is multiplexed the corresponding vertex of the pre-stored digital finger-print
Vertex data of the data as the business datum；
If the digital finger-print is not pre-stored digital finger-print, converts function by data and recalculate the business number
According to vertex data.
Optionally, in at least one set that when detecting that the electronic equipment increases at least one set of business datum newly, will be increased newly
Business datum is added to before the step in current service data set, and the method further includes：
Vertex data operation is carried out to current every group of business datum, obtain the corresponding digital finger-print of every group of business datum and
Vertex data；
The corresponding digital finger-print of every group of business datum and vertex data that operation obtains are stored.
Optionally, after described the step of rendering 3D figures again based on the corresponding vertex data of every group of business datum, institute
The method of stating further includes：
For every group of business datum, when dynamic change occurs for the corresponding vertex data of this group of business datum, described in rendering
The corresponding visual variation effects of 3D figures.
Optionally, the business datum is that 3D visualizes data.
Second aspect, the embodiment of the present invention also provide a kind of data processing equipment, are applied to electronic equipment, and the electronics is set
Standby upper displaying has the 3D figures generated based on current service data set, wherein the electronic equipment is previously stored with current industry
The corresponding digital finger-print of every group of business datum and vertex data, described device include in business data acquisition system：
Add module, for that when detecting that the electronic equipment increases at least one set of business datum newly, will increase newly at least
One group of business datum is added in current service data set；
Conversion module, for for every group of business datum in the business datum set, using hash function by the group
Business datum is converted into digital finger-print；
Judgment module, for judging whether the digital finger-print is pre-stored digital finger-print, and judging result obtains often
The corresponding vertex data of group business datum；
Rendering module renders 3D figures again for being based on the corresponding vertex data of every group of business datum.
The third aspect, the embodiment of the present invention also provide a kind of readable storage medium storing program for executing, are stored in the readable storage medium storing program for executing
Computer program, the computer program, which is performed, realizes above-mentioned data processing method.
In terms of existing technologies, the invention has the advantages that：
A kind of data processing method of offer of the embodiment of the present invention, device and readable storage medium storing program for executing, it is first, described when detecting
When electronic equipment increases at least one set of business datum newly, newly-increased at least one set of business datum is added to current service data set
In, then, for every group of business datum in the business datum set, converted this group of business datum to using hash function
Digital finger-print then judges whether the digital finger-print is pre-stored digital finger-print, and judging result obtains every group of business number
According to corresponding vertex data, finally, 3D figures are rendered based on the corresponding vertex data of every group of business datum again.Pass through as a result,
Convert the business datum of input to digital finger-print using hash function, then by digital finger-print is judged decide whether into
Row vertex data is rerun, the operand of vertex data when can always reduce business datum variation, due to the fortune of this part
Calculation amount is the maximum performance cost of 3D data visualization service layers, thus improves business datum to the conversion between 3D figures
Speed, to achieve the purpose that promote 3D model kinematic modeling effect performances.For a user, business datum turns to 3D effect
Change process becomes more smooth and real-time.
Description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below will be to needed in the embodiment attached
Figure is briefly described, it should be understood that the following drawings illustrates only certain embodiments of the present invention, therefore is not construed as pair
The restriction of range for those of ordinary skill in the art without creative efforts, can also be according to this
A little attached drawings obtain other relevant attached drawings.
Fig. 1 is a kind of dynamic effect change schematic diagram of business datum in the prior art；
Fig. 2 a, Fig. 2 b, Fig. 2 c are business scenario schematic diagram in the prior art；
Fig. 3 is a kind of structural representation frame of the electronic equipment provided in an embodiment of the present invention for realizing data processing method
Figure；
Fig. 4 is a kind of flow diagram of data processing method provided in an embodiment of the present invention；
Fig. 5 a, Fig. 5 b are the business scenario schematic diagram of data processing method provided in an embodiment of the present invention.
Icon：100- electronic equipments；110- memories；120- processors；200- data processing equipments；201- operation moulds
Block；202- memory modules；210- add modules；220- conversion modules；230- judgment modules；240- rendering modules.
Specific implementation mode
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 describes, it is clear that described embodiments are some of the embodiments of the present invention, instead of all the embodiments.Usually herein
The component of the embodiment of the present invention described and illustrated in place's attached drawing can be arranged and be designed with a variety of different configurations.
Therefore, below the detailed description of the embodiment of the present invention to providing in the accompanying drawings be not intended to limit it is claimed
The scope of the present invention, but be merely representative of the present invention selected embodiment.Based on the embodiments of the present invention, this field is common
All other embodiment that technical staff is obtained without creative efforts belongs to the model that the present invention protects
It encloses.
It should be noted that：Similar label and letter indicate similar terms in following attached drawing, therefore, once a certain Xiang Yi
It is defined, then it further need not be defined and explained in subsequent attached drawing in a attached drawing.
In recent years, the benefit that big data was brought is more and more, people can by the statistics to historical data,
The trend for predicting Future Data, to cope with various burst accidents.And the benefit of data visualization is often from the real-time of data
Property displaying, real-time data are obtained by real-time data statistics, to react the state of current time actual event development, and pre-
The direction that actual event may develop is measured, finally determines best event solution.
3D data visualizations are the abilities using computer 3D graphic plottings, by the statistical result of data with the shape of 3D figures
Formula is shown, and obtained result possesses more forms of expression than traditional 2D, 2.5D, passes through good design so that
Show that result is more vivid, it is easier to be received by human brain.Therefore, in order to show to count in real time in 3D data visualizations
According to variation, how accurately and accurately to realize that the kinematic modeling effect of 3D models just becomes 3D data visualizations field urgently
It solves the problems, such as.
Before 3D model dynamic effects are discussed, business datum and 3D models are illustrated first, such as shown in Fig. 1,
Assuming that being indoor temperature now with business datum, 3D models are sphere, and sphere will become larger with the raising of indoor temperature, with room
The reduction of interior temperature and become smaller.At this time, it may be necessary to solve 3D models (namely sphere) based on indoor temperature this business datum
Dynamic effect variation issue.
Existing technical solution is to recalculate all number of vertex of sphere when indoor temperature changes in Fig. 1
According to then whole to picture progress to redraw.If FPS is 60, then it is possible that needing each second to carry out 60 for indoor temperature
Secondary operation obtains all vertex datas of corresponding sphere.
Wherein, number FPS (Frames Per Second) namely each second picture repainted.Usually
FPS is higher, and the dynamic effect fluency of overall picture is also higher.
For inventor during realizing technical scheme, discovery corresponds to sphere size for above-mentioned indoor temperature
Scene, for slightly complicated business datum and 3D models to it is corresponding when disadvantage just become apparent from.For example, in true industry
In scene of being engaged in, seldom there is simple scenario shown in Fig. 1.As illustrated in fig. 2, it is assumed that business datum is respectively A, B, C, D tetra-
Carton, corresponding 3D models are 4 end to end squares, when being inserted into a carton X in tetra- cartons of A, B, C, D,
Business datum is then changed to A, B, X, C, D, it is assumed here that the insertion of X does not change the position of A, B, only C, D is made to move backward, at this moment
Corresponding 3D rendering results should be 5 end to end cubes.
With reference to Fig. 3 and Fig. 4, according to the above-mentioned prior art being mentioned to, it will according to this group of business datum weight of A, B, X, C, D
5 end to end cubical all vertex datas are newly calculated, whole redraw then is carried out to picture.The vertex data is
All vertex are connected composition figure by the data being made of multiple vertex by certain rule.Each vertex is space
In a point, be typically expressed as its coordinate, two points can determine that straight line, three points can determine a plane,
But in 3D data visualizations, the data that a usual vertex is included are not only coordinate, can also include color, normal, line
Other attributes for needing when rendering such as reason.
However since two business datums of A, B do not carry out any adjustment, thus according to A, B, X, C, D whole group data into
Row vertex data, which recalculates, will generate unnecessary loss, namely the operation carried out to A, B is unnecessary operation.
Defect present in the above scheme in the prior art, is that inventor is obtaining after putting into practice and carefully studying
As a result, therefore, the solution that the discovery procedure of the above problem and the hereinafter embodiment of the present invention are proposed regarding to the issue above
Scheme all should be the contribution that inventor makes the present invention in process of the present invention.
To solve the above-mentioned problems, present inventor is by studying for a long period of time, propose a kind of data processing method, device and
Readable storage medium storing program for executing converts the business datum of input to digital finger-print, then by referring to number by using hash function
Line judges to rerun to decide whether to carry out vertex data, the operation of vertex data when can always reduce business datum variation
Thus amount improves business datum due to the maximum performance cost that the operand of this part is 3D data visualization service layers
Conversion rate between 3D figures, to achieve the purpose that promote 3D model kinematic modeling effect performances.For a user, industry
The conversion process of business data to 3D effect becomes more smooth and real-time.
The embodiment of the present application is described in detail below, referring to Fig. 3, for it is provided in an embodiment of the present invention for realizing
The structural schematic block diagram of the electronic equipment 100 of data processing method.In the present embodiment, the electronic equipment 100 includes at data
Manage device 200, memory 110 and processor 120.In embodiments of the present invention, data processing equipment 200 includes at least one
It can be stored in the memory 110 or be solidificated in the electronic equipment 100 in the form of software or firmware (Firmware)
Software function module in operating system (Operating System, OS).The processor 120 is for executing the memory
The executable software module stored in 110, for example, the software function module included by the data processing equipment 200 and calculating
Machine program etc..In the present embodiment, the data processing equipment 200 can also be integrated in the operating system, as the behaviour
Make a part for system.Specifically, the data processing equipment 200 may include：
Add module 210, for that when detecting that the electronic equipment 100 increases at least one set of business datum newly, will increase newly
At least one set of business datum be added in current service data set.
Conversion module 220, every group of business datum for being directed in the business datum set, should using hash function
Group business datum is converted into digital finger-print.
Judgment module 230, for judging whether the digital finger-print is pre-stored digital finger-print, and judging result obtains
The corresponding vertex data of every group of business datum.
In the present embodiment, if the digital finger-print is pre-stored digital finger-print, it is multiplexed the pre-stored number and refers to
Vertex data of the corresponding vertex data of line as the business datum, if the digital finger-print is not pre-stored digital finger-print,
Then the vertex data that function recalculates the business datum is converted by data.
Rendering module 240 renders 3D figures again for being based on the corresponding vertex data of every group of business datum.
Optionally, described device can also include：
Computing module 201 obtains every group of business datum for carrying out vertex data operation to every group of current business datum
Corresponding digital finger-print and vertex data；
Memory module 202, the corresponding digital finger-print of every group of business datum and vertex data for obtaining operation carry out
Storage.
Optionally, the rendering module 240 can be also used for being directed to every group of business datum, when this group of business datum corresponds to
Vertex data occur dynamic change when, render the corresponding visual variation effects of the 3D figures.
Referring to Fig. 4, for data processing method provided in an embodiment of the present invention a kind of flow diagram, the method by
Electronic equipment 100 shown in Fig. 3 executes, with reference to Fig. 4 to each software function module of the data processing equipment 200
It is described in detail.It should be noted that data processing method provided in an embodiment of the present invention is not with Fig. 4 and tool as described below
Body sequence is limitation.The detailed process of the method is as follows：
Step S210, when detecting the newly-increased at least one set of business datum of the electronic equipment 100, will be newly-increased at least one
Group business datum is added in current service data set.
In the present embodiment, show there are the 3D figures generated based on current service data set on the electronic equipment 100,
In, the electronic equipment 100 is previously stored with the corresponding digital finger-print of every group of business datum and top in current service data set
Point data, that is, each vertex data has one-to-one digital finger-print.Specifically, before the step S210, institute
Vertex data operation can be carried out to every group of current business datum by stating electronic equipment 100, obtain the corresponding number of every group of business datum
Word fingerprint and vertex data, and the corresponding digital finger-print of every group of business datum and vertex data that operation obtains are stored.
For example, please refer to Fig. 5 a, is illustrated with the examples of A, B, C, D this four cartons mentioned in above-mentioned prior art disadvantage, work as head
When the secondary progress vertex data operation to the data, operation is obtained two kinds of data by each carton：One is that the business datum corresponds to
Digital finger-print, one is vertex data obtained by the business datum operation, and wherein digital finger-print and vertex data is by an a pair
It answers.
In actual implementation, when detecting that the electronic equipment 100 increases at least one set of business datum newly, will increase newly extremely
Few one group of business datum is added in current service data set.Such as shown in Fig. 5 a, when being inserted into carton X in A, B, C, D, obtain
The new business datum set constituted to A, B, X, C, D.
The business datum is that 3D visualizes data, such as temperature data.
Step S220, for every group of business datum in the business datum set, using hash function by this group of business
Data are converted into digital finger-print.
In the prior art, it after being inserted into new business datum X, typically needs to these business numbers of A, B, X, C, D
Rerun according to vertex data is carried out one by one, the present embodiment can be directed to every group of business datum A in the business datum set,
B, X, C, D convert this group of business datum to digital finger-print using hash function, namely obtain the corresponding number of A, B, X, C, D
Fingerprint.Wherein, the hash function is a kind of method that small number " fingerprint " is created in data from any type.
Step S230 judges whether the digital finger-print is pre-stored digital finger-print, and judging result obtains every group of industry
The corresponding vertex data of data of being engaged in.
In the present embodiment, referred to according to the above-mentioned steps S230 numbers calculated corresponding to A, B, X, C, D these business datums
Line is multiplexed the corresponding vertex data of the pre-stored digital finger-print if the digital finger-print is pre-stored digital finger-print
As the vertex data of the business datum, if the digital finger-print is not pre-stored digital finger-print, letter is converted by data
Number recalculates the vertex data of the business datum.That is, when the vertex data institute of digital finger-print and current operation
When corresponding fingerprint is consistent, then it is directly multiplexed corresponding vertex data, rather than vertex data of rerunning.According to such side
Formula, as shown in Figure 5 b, the vertex data corresponding to A, B business datum can be directly multiplexed, and due to the input of X business datums with
Original C business datums input is completely the same, so obtained digital finger-print is also completely the same, therefore the corresponding top of X business datums
Point data can directly be multiplexed the vertex data of original C business datums, and only have C business datums and D business datums based on this scheme
It needs to carry out rerunning for vertex data.
Step S240 renders 3D figures again based on the corresponding vertex data of every group of business datum.
In the present embodiment, rerun by judging digital finger-print to decide whether to carry out vertex data, it is every to be based on
The corresponding vertex data of group business datum renders 3D figures again, the operation of vertex data when can reduce business datum variation
Thus amount improves business datum due to the maximum performance cost that the operand of this part is 3D data visualization service layers
Conversion rate between 3D figures, to achieve the purpose that promote 3D model kinematic modeling effect performances.
Optionally, the electronic equipment 100 can also be directed to every group of business datum, when the corresponding number of vertex of this group of business datum
When according to dynamic change occurs, the corresponding visual variation effects of the 3D figures are rendered, visual variation effects namely by holding
It is continuous to dynamically change vertex data, make the 3D figures being finally presented on electronic equipment 100 that the effect of visible change occur.
Further, present pre-ferred embodiments also provide a kind of readable storage medium storing program for executing, are deposited in the readable storage medium storing program for executing
Computer program is contained, the computer program realizes above-mentioned data processing method when running.
In conclusion a kind of data processing method of offer of the embodiment of the present invention, device and readable storage medium storing program for executing, first, when
When detecting that the electronic equipment increases at least one set of business datum newly, newly-increased at least one set of business datum is added to current industry
It is engaged in data acquisition system, then, for every group of business datum in the business datum set, using hash function by this group of business
Data are converted into digital finger-print, then judge whether the digital finger-print is pre-stored digital finger-print, and judging result obtains
The corresponding vertex data of every group of business datum finally renders 3D figures again based on the corresponding vertex data of every group of business datum.
Convert the business datum of input to digital finger-print by using hash function as a result, then by digital finger-print judge come
Decide whether that carrying out vertex data reruns, the operand of vertex data when can always reduce business datum variation, due to
The operand of this part is the maximum performance cost of 3D data visualization service layers, thus improves business datum to 3D figures
Between conversion rate, with achieve the purpose that promoted 3D model kinematic modeling effect performances.For a user, business datum arrives
The conversion process of 3D effect becomes more smooth and real-time.
In embodiment provided by the present invention, it should be understood that disclosed devices, systems, and methods can also lead to
Other modes are crossed to realize.Devices, systems, and methods embodiment described above is only schematical, for example, in attached drawing
Flow chart and block diagram show that the system of multiple embodiments according to the present invention, the possibility of method and computer program product are real
Existing architecture, function and operation.In this regard, each box in flowchart or block diagram can represent module, a journey
A part for sequence section or code, the part of the module, section or code include one or more for realizing defined
The executable instruction of logic function.It should also be noted that at some as the function of in the realization method replaced, being marked in box
It can also occur in a different order than that indicated in the drawings.For example, two continuous boxes can essentially be substantially in parallel
It executes, they can also be executed in the opposite order sometimes, this is depended on the functions involved.It is also noted that block diagram and/
Or the combination of each box in flow chart and the box in block diagram and or flow chart, can use execute as defined in function or
The dedicated hardware based system of action is realized, or can be realized using a combination of dedicated hardware and computer instructions.
In addition, each function module in each embodiment of the present invention can integrate to form an independent portion
Point, can also be modules individualism, can also two or more modules be integrated to form an independent part.
It can replace, can be realized wholly or partly by software, hardware, firmware or its arbitrary combination.When
When using software realization, can entirely or partly it realize in the form of a computer program product.The computer program product
Including one or more computer instructions.It is all or part of when loading on computers and executing the computer program instructions
Ground is generated according to the flow or function described in the embodiment of the present invention.The computer can be all-purpose computer, special purpose computer,
Computer network or other programmable devices.The computer instruction can store in a computer-readable storage medium, or
Person is transmitted from a computer readable storage medium to another computer readable storage medium, for example, the computer instruction
Wired (such as coaxial cable, optical fiber, digital subscriber can be passed through from a web-site, computer, server or data center
Line (DSL)) or wireless (such as infrared, wireless, microwave etc.) mode to another web-site, computer, server or data
Center is transmitted.The computer readable storage medium can be that any usable medium that computer can access either is wrapped
The data storage devices such as server, the data center integrated containing one or more usable mediums.The usable medium can be magnetic
Property medium, (for example, floppy disk, hard disk, tape), optical medium (for example, DVD) or semiconductor medium (such as solid state disk
Solid State Disk (SSD)) etc..
It should be noted that herein, term " including ", " including " or its any other variant are intended to non-row
Its property includes, so that the process, method, article or equipment including a series of elements includes not only those elements, and
And further include the other elements being not explicitly listed, or further include for this process, method, article or equipment institute it is intrinsic
Element.In the absence of more restrictions, the element limited by sentence " including one ... ", it is not excluded that including institute
State in the process, method, article or equipment of element that there is also other identical elements.
It is obvious to a person skilled in the art that invention is not limited to the details of the above exemplary embodiments, Er Qie
In the case of without departing substantially from spirit or essential attributes of the invention, the present invention can be realized in other specific forms.Therefore, no matter
From the point of view of which point, the present embodiments are to be considered as illustrative and not restrictive, and the scope of the present invention is by appended power
Profit requires rather than above description limits, it is intended that all by what is fallen within the meaning and scope of the equivalent requirements of the claims
Variation is included within the present invention.Any reference signs in the claims should not be construed as limiting the involved claims.
Claims (10)
1. a kind of data processing method, which is characterized in that be applied to electronic equipment, show have based on current on the electronic equipment
The 3D figures that business datum set generates, wherein the electronic equipment is previously stored with every group of industry in current service data set
The corresponding digital finger-print of data of being engaged in and vertex data, the method includes：
When detecting that the electronic equipment increases at least one set of business datum newly, newly-increased at least one set of business datum is added to
In current service data set；
For every group of business datum in the business datum set, this group of business datum is converted to number using hash function
Fingerprint；
Judge whether the digital finger-print is pre-stored digital finger-print, and judging result obtains the corresponding top of every group of business datum
Point data；
3D figures are rendered again based on the corresponding vertex data of every group of business datum.
2. data processing method according to claim 1, which is characterized in that described to judge whether the digital finger-print is advance
The digital finger-print of storage, and the step of judging result obtains every group of business datum corresponding vertex data, including：
If the digital finger-print is pre-stored digital finger-print, it is multiplexed the corresponding vertex data of the pre-stored digital finger-print
Vertex data as the business datum；
If the digital finger-print is not pre-stored digital finger-print, converts function by data and recalculate the business datum
Vertex data.
3. data processing method according to claim 1, which is characterized in that when detect the electronic equipment increase newly to
When few one group of business datum, before the step that newly-increased at least one set of business datum is added in current service data set,
The method further includes：
Vertex data operation is carried out to every group of current business datum, obtains the corresponding digital finger-print of every group of business datum and vertex
Data；
The corresponding digital finger-print of every group of business datum and vertex data that operation obtains are stored.
4. data processing method according to claim 1, which is characterized in that described to be based on the corresponding top of every group of business datum
After point data renders the step of 3D figures again, the method further includes：
For every group of business datum, when dynamic change occurs for the corresponding vertex data of this group of business datum, the 3D figures are rendered
The corresponding visual variation effects of shape.
5. data processing method according to claim 1, which is characterized in that the business datum is that 3D visualizes data.
6. a kind of data processing equipment, which is characterized in that be applied to electronic equipment, show have based on current on the electronic equipment
The 3D figures that business datum set generates, wherein the electronic equipment is previously stored with every group of industry in current service data set
The corresponding digital finger-print of business data and vertex data, described device include：
Add module, at least one set for that when detecting that the electronic equipment increases at least one set of business datum newly, will increase newly
Business datum is added in current service data set；
Conversion module, for for every group of business datum in the business datum set, using hash function by this group of business
Data are converted into digital finger-print；
Judgment module, for judging whether the digital finger-print is pre-stored digital finger-print, and judging result obtains every group of industry
The corresponding vertex data of data of being engaged in；
Rendering module renders 3D figures again for being based on the corresponding vertex data of every group of business datum.
7. data processing equipment according to claim 6, which is characterized in that described to judge whether the digital finger-print is advance
The digital finger-print of storage, and judging result obtains the mode of the corresponding vertex data of every group of business datum, including：
If the digital finger-print is pre-stored digital finger-print, it is multiplexed the corresponding vertex data of the pre-stored digital finger-print
Vertex data as the business datum；
If the digital finger-print is not pre-stored digital finger-print, converts function by data and recalculate the business datum
Vertex data.
8. data processing equipment according to claim 6, which is characterized in that described device further includes：
It is corresponding to obtain every group of business datum for carrying out vertex data operation to every group of current business datum for computing module
Digital finger-print and vertex data；
Memory module, the corresponding digital finger-print of every group of business datum and vertex data for obtaining operation store.
9. data processing equipment according to claim 6, it is characterised in that：
The rendering module is additionally operable to be directed to every group of business datum, when dynamic occurs for the corresponding vertex data of this group of business datum
When variation, the corresponding visual variation effects of the 3D figures are rendered.
10. a kind of readable storage medium storing program for executing, which is characterized in that be stored with computer program, the meter in the readable storage medium storing program for executing
Calculation machine program is performed the data processing method realized described in any one of claim 1-5.
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