CN107220038A - The quick application process of data visualization figure and system - Google Patents
The quick application process of data visualization figure and system Download PDFInfo
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- CN107220038A CN107220038A CN201611075406.1A CN201611075406A CN107220038A CN 107220038 A CN107220038 A CN 107220038A CN 201611075406 A CN201611075406 A CN 201611075406A CN 107220038 A CN107220038 A CN 107220038A
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Abstract
The present invention discloses a kind of quick application process of data visualization figure and system, wherein, the quick application process of data visualization figure comprises the following steps:From visualization technique of increasing income create visualization increase income component and visualization Open-Source Tools;The unified function of split source component progress and interface encapsulation, form the visualized graphs storehouse of standard, the visualized graphs stock has standard visible figure;Visual analyzing figure is created according to visualization Open-Source Tools and encapsulation is standardized, and obtains standard visible figure;All standard visible figures are carried out with unified encapsulation, visualized graphs component template storehouse is formed;Ability encapsulation is carried out to visualized graphs component template storehouse, to realize the quick application of visualized graphs.Technical scheme can enormously simplify the difficulty of big data visualized graphs realization, while improving the application efficiency and effect of visualized graphs, reduce enterprise using the visual threshold of big data.
Description
Technical field
The present invention relates to technical field of data processing, more particularly to a kind of quick application process of data visualization figure and it is
System.
Background technology
At present, data visualization technique is clearly effectively passed on linking up information side mainly by means of graphical means
User is helped to understand.It is mainly used in data management, data analysis, data mining, information at present and the field such as represents.Previously for number
It is merely resting on according to being showed on figure on the simple Visual exhibition form of stage design such as pie chart, block diagram and histogram.With internet
The development of the technology such as development, Internet of Things, cloud computing, big data currently rapidly send out, requirement visual to data is also got over
Come higher.
The very big major part of visualized graphs selection limitation can only meet pie chart, block diagram in traditional data visualization scheme
On the simple Visual exhibition form of stage design such as histogram.It is basic to meet not as data dimension is more and more, relation becomes increasingly complex
Present big data visual analyzing scene.In addition, visualization tool typically only carries a small amount of analysis template, existing market
Mainly driving cabin class template.It can not extend automatically with oneself definition, the displaying limitation for analyzing template is very big.
At present, the scheme of data visualization is carried out based on the visualization technique increased income, because visualization technique of increasing income is current
Neither one can complete to cover all demands, be furtherd investigate so needing to enter multiple technologies.Each visualized graphs
Need to carry out functional development and data interface exploitation, it is necessary to substantial amounts of manpower.The characteristic of each visualization technique is different, compatible
Property is also different.So can lead to not while holding a concurrent post situation when being used in mixed way.Last visualization front end displaying is also needed
Transformation exploitation is carried out to form end, exploitation is customized to displaying template.Whole exploitation cost is very huge, the cycle is long, simultaneous
Capacitive is bad, and can be poor with expansion.
The content of the invention
To solve an above-mentioned at least technical problem, it is fast that the main object of the present invention is to provide a kind of base data visualized graphs
Fast application process.
To achieve the above object, one aspect of the present invention is:There is provided a kind of data visualization figure quick
Application process, comprises the following steps:
From visualization technique of increasing income create visualization increase income component and visualization Open-Source Tools;
The unified function of split source component progress and interface encapsulation, form the visualized graphs storehouse of standard, the visualization
Shape library has standard visible figure;
Visual analyzing figure is created according to visualization Open-Source Tools and encapsulation is standardized, and obtains standard visible figure
Shape;
All standard visible figures are carried out with unified encapsulation, visualized graphs component template storehouse is formed;
Ability encapsulation is carried out to visualized graphs component template storehouse, to realize the quick application of visualized graphs.
Preferably, the split source component carries out unified function and interface encapsulation step, specifically includes:
The parameter that split source component is defined is unified;And
Processing is uniformly planarized to visualized graphs data, standard visible figure is obtained;
Style to standard visible figure is shown.
Preferably, it is described to create visual analyzing figure according to visualization Open-Source Tools and be standardized encapsulation, obtain
The step of standard visible figure, specifically include:
The big data visual analyzing figure matched with present flow rate is created according to visualization Open-Source Tools;And
Encapsulation is standardized to the visualized graphs independently created, standard visible figure is obtained.
Preferably, it is described that ability encapsulation is carried out to visualized graphs component template storehouse, to realize the quick of visualized graphs
Using the step of, specifically include:
The report pattern allocative abilities in visualized graphs component template storehouse, rapid configuration ability and templating function are entered
Row encapsulation;
It is fast according to the report pattern allocative abilities in visualized graphs component template storehouse when receiving report pattern displaying request
Speed realizes that report pattern is shown;
It is quick according to the rapid configuration ability in visualized graphs component template storehouse when receiving visualized graphs configuring request
Realize that visualized graphs are configured;
When receiving the request of templating function, quickly being realized according to the templating function in visualized graphs component template storehouse can
Depending on changing the template displaying of image and customizing.
To achieve the above object, another technical solution used in the present invention is:There is provided a kind of data visualization figure fast
Fast application system, including:
Development module, for from visualization technique of increasing income create visualization increase income component and visualization Open-Source Tools;
First package module, the function unified for the progress of split source component and interface encapsulation, form the visualization of standard
Shape library, the visualized graphs stock has standard visible figure;
Creation module, for creating visual analyzing figure according to visualization Open-Source Tools and being standardized encapsulation, is obtained
To standard visible figure;
Second package module, for all standard visible figures to be carried out with unified encapsulation, forms visualized graphs component
ATL;
3rd package module, for carrying out ability encapsulation to visualized graphs component template storehouse, to realize visualized graphs
Quick application.
Preferably, first package module, specifically for:
The parameter that split source component is defined is unified;And
Processing is uniformly planarized to visualized graphs data, standard visible figure is obtained;
Style to standard visible figure is shown.
Preferably, second package module, specifically for:
The big data visual analyzing figure matched with present flow rate is created according to visualization Open-Source Tools;And
Encapsulation is standardized to the visualized graphs independently created, standard visible figure is obtained.
Preferably, the 3rd package module, specifically for:
The report pattern allocative abilities in visualized graphs component template storehouse, rapid configuration ability and templating function are entered
Row encapsulation;
It is fast according to the report pattern allocative abilities in visualized graphs component template storehouse when receiving report pattern displaying request
Speed realizes that report pattern is shown;
It is quick according to the rapid configuration ability in visualized graphs component template storehouse when receiving visualized graphs configuring request
Realize that visualized graphs are configured;
When receiving the request of templating function, quickly being realized according to the templating function in visualized graphs component template storehouse can
Depending on changing the template displaying of image and customizing.
Technical scheme by create visualization increase income component and visualization Open-Source Tools, on the one hand by split
The unified function of source component and encapsulation, obtain standard visible shape library;On the other hand it can be created visually by Open-Source Tools
Change figure, and obtain after encapsulation standard visible figure;Carried out after unified encapsulation, formed by upper all visualized graphs
Visualized graphs component template storehouse, and encapsulated by the ability to visualized graphs component template storehouse, in this way, can be with quick response
The application demand called.This programme can enormously simplify the difficulty of big data visualized graphs realization, while improving visualization
The application efficiency and effect of figure, reduce enterprise using the visual threshold of big data, are to set by visualized graphs product storehouse
Meter and exploitation provide unified service, substantially reduce design and development cost.
Brief description of the drawings
In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing
There is the accompanying drawing used required in technology description to be briefly described, it should be apparent that, drawings in the following description are only this
Some embodiments of invention, for those of ordinary skill in the art, on the premise of not paying creative work, can be with
Structure according to these accompanying drawings obtains other accompanying drawings.
Fig. 1 is the flow chart of the quick application process of one embodiment of the invention base data visualized graphs;
Fig. 2 is the block diagram of the quick application system of one embodiment of the invention base data visualized graphs.
The realization, functional characteristics and advantage of the object of the invention will be described further referring to the drawings in conjunction with the embodiments.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation is described, it is clear that described embodiment is only a part of embodiment of the present invention, rather than whole embodiments.Base
Embodiment in the present invention, those of ordinary skill in the art obtained under the premise of creative work is not made it is all its
His embodiment, belongs to the scope of protection of the invention.
It is to be appreciated that the description for being related to " first ", " second " etc. in the present invention be only used for describe purpose, and it is not intended that
Indicate or imply its relative importance or the implicit quantity for indicating indicated technical characteristic.Thus, define " first ",
At least one this feature can be expressed or be implicitly included to the feature of " second ".In addition, the technical side between each embodiment
Case can be combined with each other, but must can be implemented as basis with those of ordinary skill in the art, when the combination of technical scheme
It will be understood that the combination of this technical scheme is not present, also not in the guarantor of application claims when appearance is conflicting or can not realize
Within the scope of shield.
Fig. 1 is refer to, in embodiments of the present invention, the quick application process of data visualization figure comprises the following steps:
Step S10, from visualization technique of increasing income create visualization increase income component and visualization Open-Source Tools;
In this step, visualization technique of increasing income can be it is any in echarts, highchart, D3js and SVG, can
It is also based on echarts, highchart, D3js and SVG depending on melting source component and visualization Open-Source Tools and designs.
The unified function of step S20, the progress of split source component and interface encapsulation, form the visualized graphs storehouse of standard, institute
Stating visualized graphs stock has standard visible figure;
In this step, the parameter of split source component, and visualized graphs access parameter carry out unified setting, to form mark
Accurate visualized graphs.
Step S30, created according to visualization Open-Source Tools and visual analyzing figure and be standardized encapsulation, obtain standard
Visualized graphs;
In this step, it can be created by visualizing Open-Source Tools regarding analyzed pattern is changed, equivalent to adding establishment function,
Be conducive to the creation of personalised graphical.
Step S40, unified encapsulation is carried out to all standard visible figures, form visualized graphs component template storehouse;
In this step, by it is above-mentioned increase income component and Open-Source Tools encapsulate respectively after obtained standard visible figure enter
The unified encapsulation of row, in this way, forming visualized graphs component template storehouse.The visualized graphs component template storehouse can specifically include face
Product & scale visuals figure, regional space visualized graphs, color visualized graphs, image and relationship visualization figure, dynamic
More than the 40 kinds of visualized graphs such as visualized graphs, personalized customization visualized graphs.
Step S50, to visualized graphs component template storehouse carry out ability encapsulation, with realize visualized graphs quickly should
With.
In this step, by carrying out ability encapsulation to visualized graphs component template storehouse, various functions can be quickly realized,
Such as the template displaying and customization of the configuration of fast report figure, the rapid configuration of visualized graphs and figure.
Technical scheme by create visualization increase income component and visualization Open-Source Tools, on the one hand by split
The unified function of source component and encapsulation, obtain standard visible shape library;On the other hand it can be created visually by Open-Source Tools
Change figure, and obtain after encapsulation standard visible figure;Carried out after unified encapsulation, formed by upper all visualized graphs
Visualized graphs component template storehouse, and encapsulated by the ability to visualized graphs component template storehouse, in this way, can be with quick response
The application demand called.This programme can enormously simplify the difficulty of big data visualized graphs realization, while improving visualization
The application efficiency and effect of figure, reduce enterprise using the visual threshold of big data, are to set by visualized graphs product storehouse
Meter and exploitation provide unified service, substantially reduce design and development cost.
In a specific embodiment, the unified function of the split source component progress and interface encapsulation step S20, specifically
Including:
The parameter that step S21, split source component are defined is unified;And
Step S22, processing is uniformly planarized to visualized graphs data, obtains standard visible figure;
Step S23, the style to standard visible figure are shown.
All kinds of definition of the component to parameter of increasing income are different, and form difference needs the title and use to Common Parameters when using
Method carries out unified standard.In the present embodiment, by the unification of split source component defined parameters, the standardization of parameter can be realized,
To facilitate follow-up unified encapsulation process.A variety of data formats such as array, the matrix of various visual image requirements are unified
Using planarization process, all visualized graphs are all accessed by the way of panel data., can be with the present embodiment
Color to standard visible figure is carried out after Dynamic Display, all parameter definitions of specification, can be to all visualized graphs
Style carries out unified control.
In a specific embodiment, described to create visual analyzing figure rower of going forward side by side according to visualization Open-Source Tools accurate
Change encapsulation, obtain the step S30 of standard visible figure, specifically include:
Step S31, the big data visual analyzing figure matched according to visualization Open-Source Tools creation with present flow rate;With
And
Step S32, encapsulation is standardized to the visualized graphs independently created, obtains standard visible figure.
In the present embodiment, visualized graphs can be independently created by above-mentioned steps, the wound of personalised graphical can be realized
Make, increase visualized graphs extended capability.
It is described that ability encapsulation is carried out to visualized graphs component template storehouse in a specific embodiment, it is visual to realize
Change the step S50 of the quick application of figure, specifically include:
Step S51, the report pattern allocative abilities to visualized graphs component template storehouse, rapid configuration ability and template
Change function to be packaged;
Step S52, receive report pattern displaying request when, matched somebody with somebody according to the report pattern in visualized graphs component template storehouse
Put ability and quickly realize that report pattern is shown;
Step S53, when receiving visualized graphs configuring request, according to the rapid configuration in visualized graphs component template storehouse
Ability quickly realizes that visualized graphs are configured;
Step S54, receive templating function request when, it is fast according to the templating function in visualized graphs component template storehouse
Speed is realized the template displaying of visual image and customized.
In the present embodiment, ability is encapsulated by visualized graphs component template storehouse, the displaying of report pattern can be realized, such as
Form and figure combination, form and figure are integrated etc.;Ability is encapsulated by visualized graphs component template storehouse, can be realized visual
Change figure configuration, such as standard data interface configuration, interface parameter configuration, standard calling interface;Pass through visualized graphs group
Part ATL encapsulates ability, additionally it is possible to realize visualized graphs template configuration and customized, such as basic visualized graphs template configuration,
Self-defined expansion template is customized etc..
Fig. 2 is refer to, in embodiments of the present invention, the quick application system of data visualization figure, including:
Development module 10, for from visualization technique of increasing income create visualization increase income component and visualization Open-Source Tools;
The development module 10, can appoint in echarts, highchart, D3js and SVG using visualization technique of increasing income
One is a kind of, and component is increased income in visualization and visualization Open-Source Tools are also based on echarts, highchart, D3js and SVG and set
Meter.
First package module 20, the function unified for the progress of split source component and interface encapsulation, form the visual of standard
Change shape library, the visualized graphs stock has standard visible figure;
Creation module 30, for creating visual analyzing figure according to visualization Open-Source Tools and being standardized encapsulation,
Obtain standard visible figure;
Second package module 40, for all standard visible figures to be carried out with unified encapsulation, forms visualized graphs group
Part ATL;
3rd package module 50, for carrying out ability encapsulation to visualized graphs component template storehouse, to realize visualization figure
The quick application of shape.
In the present embodiment, visualized graphs component template storehouse is specifically included:
1st, foundation class column, annulus, broken line, and radar map, bubble diagram, K line charts, basic constitutional diagram etc., and one
Figure has multiple bandwagon effects;
2nd, national maps, each province map, world map etc., when the theme to be expressed of achievement data is relevant with region
When, may be selected with above-mentioned map is overall background, supports the customization of regional map;
3rd, map, thermodynamic chart, early warning figure, rectangle tree graph etc. are rendered, by the depth of color come the power of indicators value
And size;
4th, crater blasting, river figure, relation tree graph, power are oriented to figure, chord figure etc., illustrate that data possess in itself by figure
Speciality and relation;
5th, figure, map label, map early warning etc. are migrated, the speciality that data are basic is showed by the dynamic effect of image;
6th, the hum pattern of particular demands, image figure etc., carrying out visualization figure using the visualization tool increased income can meet individual
Property demand.
This programme by development module 10 create visualization increase income component and visualization Open-Source Tools, pass through the first Encapsulation Moulds
The unified function of the split source component of block 20 and encapsulation, obtain standard visible shape library;On the other hand opened by creation module 30
Source instrument can create visualized graphs, and obtain after encapsulation standard visible figure;Can by the second package module 40
To be carried out to all visualized graphs after unified encapsulation, visualized graphs component template storehouse is formed, and pass through the 3rd package module
The ability encapsulation in 50 pairs of visualized graphs component template storehouses, in this way, the application demand that can be called with quick response.
In a specific embodiment, first package module 20, specifically for:
The parameter that split source component is defined is unified;And
Processing is uniformly planarized to visualized graphs data, standard visible figure is obtained;
Style to standard visible figure is shown.
In the present embodiment, by the first package module 20, can uniformly increase income component definition parameter, can realize parameter
Standardization, to facilitate follow-up unified encapsulation process.A variety of data formats such as array, the matrix of various visual image requirements are entered
Row is used uniformly planarization process, and all visualized graphs are all accessed by the way of panel data.Can also be right
The color of standard visible figure is carried out after Dynamic Display, all parameter definitions of specification, can be to the wind of all visualized graphs
Lattice carry out unified control.
In a specific embodiment, second package module 40, specifically for:
The big data visual analyzing figure matched with present flow rate is created according to visualization Open-Source Tools;And
Encapsulation is standardized to the visualized graphs independently created, standard visible figure is obtained.
In the present embodiment, by the second package module 40, visualized graphs can be independently created, personalized figure can be realized
The creation of shape, increases visualized graphs extended capability.
In a specific embodiment, the 3rd package module 50, specifically for:
The report pattern allocative abilities in visualized graphs component template storehouse, rapid configuration ability and templating function are entered
Row encapsulation;
It is fast according to the report pattern allocative abilities in visualized graphs component template storehouse when receiving report pattern displaying request
Speed realizes that report pattern is shown;
It is quick according to the rapid configuration ability in visualized graphs component template storehouse when receiving visualized graphs configuring request
Realize that visualized graphs are configured;
When receiving the request of templating function, quickly being realized according to the templating function in visualized graphs component template storehouse can
Depending on changing the template displaying of image and customizing.
In the present embodiment, ability encapsulation is carried out to visualized graphs component template storehouse by the 3rd package module 50, can
The displaying of report pattern is realized, such as form and figure combination, form and figure are integrated;Pass through visualized graphs component template storehouse
Encapsulation ability, can realize that visualized graphs are configured, such as standard data interface configuration, interface parameter configuration, standard are called and connect
Mouthful etc.;Ability is encapsulated by visualized graphs component template storehouse, additionally it is possible to realize visualized graphs template configuration and customized, such as base
Plinth visualized graphs template configuration, self-defined expansion template are customized etc..
The preferred embodiments of the present invention are the foregoing is only, are not intended to limit the scope of the invention, it is every at this
Under the inventive concept of invention, the equivalent structure transformation made using description of the invention and accompanying drawing content, or directly/use indirectly
It is included in other related technical fields in the scope of patent protection of the present invention.
Claims (8)
1. a kind of quick application process of data visualization figure, it is characterised in that the data visualization figure is quickly using side
Method comprises the following steps:
From visualization technique of increasing income create visualization increase income component and visualization Open-Source Tools;
The unified function of split source component progress and interface encapsulation, form the visualized graphs storehouse of standard, the visualized graphs
Stock has standard visible figure;
Visual analyzing figure is created according to visualization Open-Source Tools and encapsulation is standardized, and obtains standard visible figure;
All standard visible figures are carried out with unified encapsulation, visualized graphs component template storehouse is formed;
Ability encapsulation is carried out to visualized graphs component template storehouse, to realize the quick application of visualized graphs.
2. the quick application process of data visualization figure as claimed in claim 1, it is characterised in that the split source component enters
Row unified function and interface encapsulation step, are specifically included:
The parameter that split source component is defined is unified;And
Processing is uniformly planarized to visualized graphs data, standard visible figure is obtained;
Style to standard visible figure is shown.
3. the quick application process of data visualization figure as claimed in claim 1, it is characterised in that the basis is visually melted
Source instrument creation visual analyzing figure is simultaneously standardized encapsulation, and the step of obtaining standard visible figure specifically includes:
The big data visual analyzing figure matched with present flow rate is created according to visualization Open-Source Tools;And
Encapsulation is standardized to the visualized graphs independently created, standard visible figure is obtained.
4. the quick application process of data visualization figure as claimed in claim 1, it is characterised in that described to visualized graphs
Component template storehouse carries out ability encapsulation, to realize the step of quickly application of visualized graphs, specifically includes:
The report pattern allocative abilities in visualized graphs component template storehouse, rapid configuration ability and templating function are sealed
Dress;
It is quickly real according to the report pattern allocative abilities in visualized graphs component template storehouse when receiving report pattern displaying request
Existing report pattern displaying;
When receiving visualized graphs configuring request, quickly realized according to the rapid configuration ability in visualized graphs component template storehouse
Visualized graphs are configured;
When receiving the request of templating function, visualization is quickly realized according to the templating function in visualized graphs component template storehouse
The template displaying and customization of image.
5. a kind of quick application system of data visualization figure, it is characterised in that quickly application is the data visualization figure
System includes:
Development module, for from visualization technique of increasing income create visualization increase income component and visualization Open-Source Tools;
First package module, the function unified for the progress of split source component and interface encapsulation, form the visualized graphs of standard
Storehouse, the visualized graphs stock has standard visible figure;
Creation module, for creating visual analyzing figure according to visualization Open-Source Tools and being standardized encapsulation, is marked
Quasi- visualized graphs;
Second package module, for all standard visible figures to be carried out with unified encapsulation, forms visualized graphs component template
Storehouse;
3rd package module, for carrying out ability encapsulation to visualized graphs component template storehouse, to realize the fast of visualized graphs
Speed application.
6. the quick application system of data visualization figure as claimed in claim 5, it is characterised in that first Encapsulation Moulds
Block, specifically for:
The parameter that split source component is defined is unified;And
Processing is uniformly planarized to visualized graphs data, standard visible figure is obtained;
Style to standard visible figure is shown.
7. the quick application system of data visualization figure as claimed in claim 5, it is characterised in that second Encapsulation Moulds
Block, specifically for:
The big data visual analyzing figure matched with present flow rate is created according to visualization Open-Source Tools;And
Encapsulation is standardized to the visualized graphs independently created, standard visible figure is obtained.
8. the quick application system of data visualization figure as claimed in claim 5, it is characterised in that the 3rd Encapsulation Moulds
Block, specifically for:
The report pattern allocative abilities in visualized graphs component template storehouse, rapid configuration ability and templating function are sealed
Dress;
It is quickly real according to the report pattern allocative abilities in visualized graphs component template storehouse when receiving report pattern displaying request
Existing report pattern displaying;
When receiving visualized graphs configuring request, quickly realized according to the rapid configuration ability in visualized graphs component template storehouse
Visualized graphs are configured;
When receiving the request of templating function, visualization is quickly realized according to the templating function in visualized graphs component template storehouse
The template displaying and customization of image.
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CN110008279A (en) * | 2019-03-27 | 2019-07-12 | 北京工商大学 | One kind is based on " relationship-weight " the orderly visual analysis method of matrix and application |
CN110008279B (en) * | 2019-03-27 | 2021-03-23 | 北京工商大学 | Visual analysis method based on 'relation-weight' ordered matrix and application |
CN110532333A (en) * | 2019-07-30 | 2019-12-03 | 平安科技(深圳)有限公司 | Public good achievements exhibition method and relevant device |
CN110716975A (en) * | 2019-10-08 | 2020-01-21 | 杭州数政科技有限公司 | Data interface generation method and data interface sharing platform |
CN110716975B (en) * | 2019-10-08 | 2023-08-08 | 杭州数政科技有限公司 | Data interface generation method and data interface sharing platform |
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