CN110083347A - The realization system of Visualization Platform - Google Patents
The realization system of Visualization Platform Download PDFInfo
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- CN110083347A CN110083347A CN201910203653.2A CN201910203653A CN110083347A CN 110083347 A CN110083347 A CN 110083347A CN 201910203653 A CN201910203653 A CN 201910203653A CN 110083347 A CN110083347 A CN 110083347A
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Abstract
The present invention is suitable for technical field of data processing, provide a kind of realization system of Visualization Platform, the system includes: multi-source data integration module, the processing for a plurality of types of geo-database integrations and to numerous types of data file, visualizes integration module for the polymorphic type and provides data source；Polymorphic type visualizes integration module, provides visualization technique for the visualization supporting module and supports；Visualize supporting module, for by effect of visualization model integrated into application system, and effect of visualization is shown for Visualization Platform user, the realization system of the Visualization Platform of realization has multi-source data integration ability, the extension mechanism of integrated data visualization technique is provided to support a variety of data visualization techniques integrated and application, provides In System Integration Solutions to support the seamless connection applied to platform.
Description
Technical field
The invention belongs to technical field of data processing more particularly to a kind of realization systems of Visualization Platform.
Background technique
With the fast development of big data cloud computing technology, Various types of data is analyzed and is shown as a kind of pair of data
It handles, the means of statistical query and mining analysis.Currently, the application system of every profession and trade mostly uses greatly Web application architecture, many enterprises
The data visualization tool of open source is all integrated into Web application by industry, the flexibility of enhancing visualization function adjustment.Data visualization
Visible customization service can be provided by changing platform, supported the function of Online integration and Visual Chart customization, provided online number
According to functions such as analysis, result statistics and Visual Chart displayings.But lack the Visualization Platform of opposite specification in enterprise at present,
And existing Visualization Platform cannot be closely integrated with application system, and general Visualization Platform is with the auxiliary system of application system
Form carries out independent operating and use.Using a kind of data visualization technique frame, or using the side to itself framework extension
Formula realizes effect of visualization, limits the type and integration capability of visualization technique extension.
Summary of the invention
In view of this, the embodiment of the invention provides a kind of realization system of Visualization Platform, to solve in the prior art
Lack the Visualization Platform of opposite specification, and existing Visualization Platform cannot be closely integrated with application system, and uses
A kind of data visualization technique frame, or effect of visualization is realized by the way of to itself framework extension, it limits visual
The problem of type and integration capability of the extension of change technology.
The first aspect of the embodiment of the present invention provides a kind of realization system of Visualization Platform, comprising:
Multi-source data integration module, polymorphic type visualization integration module and visualization supporting module；
The multi-source data integration module, for a plurality of types of geo-database integrations and to numerous types of data file
Processing visualizes integration module for the polymorphic type and provides data source；
The polymorphic type visualizes integration module, provides visualization technique for the visualization supporting module and supports,
For to the visual integrated of visualization technique, visible customization service technology and data handling procedure；
The visualization supporting module is used for by effect of visualization model integrated into application system, and is visual
Change platform user and shows effect of visualization.
In one embodiment, the multi-source data integration module, including data integration interface；
The data integration interface, for sending and receiving data；The data integration interface, comprising: geo-database integration
Interface, table management interface and file integrated interface.
In one embodiment, the multi-source data integration module, including data management module；
The data management module, for the data of the data integration interface to be handled or saved；Institute
State data management module, comprising: database management unit, management through figures unit and file management unit；
The database management unit, for realizing the management of data based on the first presetting database server；
The management through figures unit, for realizing the management of table based on the second presetting database server；
The file management unit, for realizing the management of the file of preset data type.
In one embodiment, the first presetting database server, including MySQL and/or Oracle；
The second presetting database server, including MySQL.
In one embodiment, the preset data form, including JSON and XML.
In one embodiment, the polymorphic type visualizes integration module, comprising: visualization technique integrated unit, visualization
Customization units, data visualization unit and resource service unit；
The visualization technique integrated unit, for providing a variety of different visualization types；
The visible customization unit, for exporting the data of corresponding visualization types according to visualisation parameters are preset
Or file；
The data visualization unit, for by presetting template for displaying data；
The resource service unit for saving executable code, and loads the executable code.
In one embodiment, the visualization supporting module, comprising: application Integrating administrative unit and visualization
Integrated access unit；
The application Integrating administrative unit is held when for saving multiple application systems, and receive using instruction
The row application instructs corresponding application system；
The visualization integrated access unit, the access letter sent for receiving platform user or application system user (asu)
Breath, and corresponding application system is inquired according to the access information, it shows the data inquired and is shown in a manner of visual.
In one embodiment, the visualization supporting module, comprising: parameter mating interface；
The parameter mating interface, for providing the place that application system docks parameter for the visualization integrated access unit
Reason.
In one embodiment, data source is obtained；
It receives data and shows instruction, the data show to include data display form in instruction；
It is shown and is instructed according to the data, the data source is handled, obtain target data；
By the target data and effect of visualization model integrated into application system；
The target data is analyzed by the way of visual various dimensions in the application system；
Analysis result is visualized using effect of visualization model.
In one embodiment, before the acquisition data source, further includes:
Load default effect of visualization model.
Existing beneficial effect is the embodiment of the present invention compared with prior art: the reality for the Visualization Platform that this programme is realized
Existing system has multi-source data integration ability, provides the extension mechanism of integrated data visualization technique to support a variety of data visualizations
Change Integration ofTechnology and application, provides In System Integration Solutions to support the seamless connection applied to platform.
Detailed description of the invention
It to describe the technical solutions in the embodiments of the present invention more clearly, below will be to embodiment or description of the prior art
Needed in attached drawing be briefly described, it should be apparent that, the accompanying drawings in the following description is only of the invention some
Embodiment for those of ordinary skill in the art without any creative labor, can also be according to these
Attached drawing obtains other attached drawings.
Fig. 1 is the realization system schematic of Visualization Platform provided in an embodiment of the present invention；
Fig. 2 is multi-source data integration module diagram provided in an embodiment of the present invention；
Fig. 3 is polymorphic type visualization integration module schematic diagram provided in an embodiment of the present invention；
Fig. 4 is visualization supporting module exemplary diagram provided in an embodiment of the present invention；
Fig. 5 is the schematic diagram provided in an embodiment of the present invention for realizing visual data handling procedure.
Specific embodiment
In being described below, for illustration and not for limitation, the tool of such as particular system structure, technology etc is proposed
Body details, to understand thoroughly the embodiment of the present invention.However, it will be clear to one skilled in the art that there is no these specific
The present invention also may be implemented in the other embodiments of details.In other situations, it omits to well-known system, device, electricity
The detailed description of road and method, in case unnecessary details interferes description of the invention.
In order to illustrate technical solutions according to the invention, the following is a description of specific embodiments.
Fig. 1 is the realization system schematic of Visualization Platform provided in an embodiment of the present invention, and details are as follows.
The realization system 100 of Visualization Platform includes multi-source data integration module 101, polymorphic type visualization integration module
102 and visualization supporting module 103, the realization system 100 of Visualization Platform can be by internet, from different terminals
Different operations is realized in system connection, for example, terminal connects where the realization system 100 of Visualization Platform and information management system
It connects, realizes visualized management for information management, terminal where the realization system 100 and data collection system of Visualization Platform connects
It connects, provides Visualization Service for the process of data acquisition, realization system 100 and the operation monitoring system place of Visualization Platform are eventually
End connection, may be implemented visualization of operational process etc..
The multi-source data integration module 101, for a plurality of types of geo-database integrations and to numerous types of data text
The processing of part visualizes integration module for the polymorphic type and provides data source.
Optionally, the multi-source data integration module 101 can be formulated expansible, uniformly according to data integration feature
Data integration specification, realize that online data source is integrated and the statistical analysis process of online data.Visualization Platform needs to answer
Online data docking service is provided with system, it is integrated to need to meet multiple types of data library, and support to numerous types of data text
The data extraction procedure of part.
Optionally, as shown in Fig. 2, multi-source data integration module 101, comprising: data integration interface 201 and data management mould
Block 202.
The data integration interface 201 is the channel realizing data and outputting and inputting for sending and receiving data.Institute
State data integration interface 201, comprising: geo-database integration interface 2011, table management interface 2012 and file integrated interface 2013.
Optionally, the data management module 202, for by the data of the data integration interface carry out processing or
Person saves；The data management module 202, comprising: database management unit 2021, management through figures unit 2022 and file pipe
Manage unit 2023；
The database management unit 2021, for realizing the management of data based on the first presetting database server.It can
Choosing, the first presetting database server, including MySQL and/or Oracle, it can also include being based on other database servers
The management of the data of realization.
The management through figures unit 2022, for realizing the management of table based on the second presetting database server.It is optional
, the second presetting database server, including MySQL.
The file management unit 2023, for realizing the management of the file of preset data type.Optionally, described default
Data format, including JSON and XML can also include the management of the file of other implementations.
The polymorphic type visualizes integration module 102, provides visualization technique branch for the visualization supporting module
It holds, for the visual integrated of visualization technique, visible customization service technology and data handling procedure.
Optionally, the polymorphic type visualizes integration module 102, provides that visualization technique is integrated, visible customization sum number
According to Visualization Service, main service object is platform technology user, platform user and three kinds of application system user (asu).
Optionally, as shown in figure 3, the polymorphic type visualizes integration module 102, comprising: visualization technique integrated unit
301, visible customization unit 302, data visualization unit 303 and resource service unit 304；
The visualization technique integrated unit 301, for providing a variety of different visualization types.
Optionally, visualization technique includes visualization in scientific computing, information visualization and Knowledge Visualization.Wherein, section
Technology visualization refers to the theory and technology using graphics, and the large-scale data of the generations such as scientific and engineering computing is converted
For the figure and image of visual pattern, expressed in the form of intuitively visualizing；Information visualization is by computer and people
The two powerful information processing systems of brain connect, will by the powerful data mart modeling processing capacity of computer
Data are converted into a kind of visualization form, then make people this new the rapid identification ability of visual object using the mankind
With the help of type efficiently visualizes interface, the relationship and its development trend between the things of data behind are quickly recognized；Knowledge
Visualization refer to it is all can be used to construction and convey complicated knowledge diagram means know other than conveying factural information
Know and visually aim at transmission opinion, experience, attitude, values, expectation, viewpoint, opinion and prediction etc., and with this side
Formula helps other people correctly to reconstruct, remember and applies these knowledge.
The visible customization unit 302, for exporting the number of corresponding visualization types according to visualisation parameters are preset
According to or file.
Optionally, visible customization unit 302 can will need visual in kind or affairs to lead to according to Man's Demands
Visualization technique is crossed to show.
The data visualization unit 303, for by presetting template for displaying data.
Optionally, the data visualization unit 303 uses data visualization technique, and data visualization technique refers to utilization
The theory and image processing techniques of graphics convert various data to the icon and image shown on screen, and go forward side by side pedestrian
The technology and methods of machine interaction process.
The resource service unit 304 for saving executable code, and loads the executable code.
Optionally, the resource service unit 304 is to realize that visualization technique provides resource, is loaded and is realized by resource
Visual function.
As shown in Figure 1, the visualization supporting module 103, for being to application by effect of visualization model integrated
In system, and effect of visualization is shown for Visualization Platform user.
Optionally, visualization supporting module 103 is the core content of the realization system 100 of Visualization Platform, can be with
The effect of visualization designed in Visualization Platform is issued and is integrated into application by the custom-built system integrated information in Visualization Platform
In system, when user accesses the application system, data visualization effect is provided for application system user (asu) by Visualization Platform.
Optionally, as shown in figure 4, the visualization supporting module 103, comprising: application Integrating administrative unit
401, parameter mating interface 402 and visualization integrated access unit 403；
The application Integrating administrative unit 401 for saving multiple application systems, and is received using instruction
When, it executes the application and instructs corresponding application system.
Optionally, application Integrating administrative unit establishes a unified integrated application unit, will be completely different
, to be organically integrated into based on various different platforms, the application software established with different schemes and system one seamless, side by side
, in easily accessed triangular web, and make them just as an entirety, carry out business processing and information sharing.It is
One user oriented application technology.
The parameter mating interface 402 docks parameter for providing application system for the visualization integrated access unit
Processing.
The visualization integrated access unit 403, the access sent for receiving platform user or application system user (asu)
Information, and corresponding application system is inquired according to the access information, show the data inquired and the exhibition in a manner of visual
Show.
The realization system for the Visualization Platform that this programme is realized has multi-source data integration ability, and it is visual to provide integrated data
The extension mechanism of change technology provides In System Integration Solutions to support a variety of data visualization techniques integrated and application to support
Seamless connection applied to platform.Using the realization system of Visualization Platform, visual data handling procedure may be implemented, with
And visual result is shown, as shown in Figure 5.
Step 501, data source is obtained.
Optionally, by formulating unified data integration specification and integrated interface, multi-source data integration is realized.Data source can
To obtain in several ways, such as the proficiency data by directly acquiring, or the indirect data after treatment obtained.
Optionally, data source can be data that are pretreated, being stored in multivariate data integration module, to data
Pretreatment can realize data screening by way of writing SQL, including carrying out processing empty value, exception to the data in data source
Value processing or discrete processes.
Step 502, data are received and show instruction, the data show to include data display form in instruction.
Data display form can be include list, chart, curve graph etc., data are using list, chart, curve graph etc.
Mode, which is shown, can be used family and more intuitively understands data.
Step 503, it is shown and is instructed according to the data, the data source is handled, obtain target data.
Optionally, it is shown and is instructed according to data, data decimation qualified in data source is come out, constitute number of targets
According to.
Step 504, by the target data and effect of visualization model integrated into application system.
Optionally, effect of visualization model can be model in store in the realization system of Visualization Platform,
It can be the effect of visualization model of user preset.
Step 505, the target data is analyzed by the way of visual various dimensions in the application system.
Optionally, when analyzing target data, analytic process can be shown, so that user understands target data
Treatment process when an error occurs can the cracking wrong position occurred of discovery.
Step 506, analysis result is visualized using effect of visualization model.
The realization system of above-mentioned Visualization Platform realizes multiple types of data using the design based on multi-source data integration
It is integrated, and database file and file type data can be carried out to unitized processing, be realized by way of writing SQL
Data screening, statistical function.By the data visualization customization procedure based on Web with application Integrating function, data are promoted
The flexibility of visible customization and application process.According to data visualization to the diversity of effect and the requirement of aesthetics, use
Polymorphic type visualization Integrated design realizes that unified visualization is integrated and application process, and according to the actual operating condition pair of system
System general frame optimizes, and promotes platform overall operation effect, enhances the stability of system, lifting system entirety
Reliability provides safe and stable, reliable data visualization and the system integration service for user.
It should be understood that the size of the serial number of each step is not meant that the order of the execution order in above-described embodiment, each process
Execution sequence should be determined by its function and internal logic, the implementation process without coping with the embodiment of the present invention constitutes any limit
It is fixed.
In embodiment provided by the present invention, it should be understood that disclosed device/terminal device and method, it can be with
It realizes by another way.For example, device described above/terminal device embodiment is only schematical, for example, institute
The division of module or unit is stated, only a kind of logical function partition, there may be another division manner in actual implementation, such as
Multiple units or components can be combined or can be integrated into another system, or some features can be ignored or not executed.Separately
A bit, shown or discussed mutual coupling or direct-coupling or communication connection can be through some interfaces, device
Or the INDIRECT COUPLING or communication connection of unit, it can be electrical property, mechanical or other forms.
The unit as illustrated by the separation member may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, it can and it is in one place, or may be distributed over multiple
In network unit.It can select some or all of unit therein according to the actual needs to realize the mesh of this embodiment scheme
's.
It, can also be in addition, the functional units in various embodiments of the present invention may be integrated into one processing unit
It is that each unit physically exists alone, can also be integrated in one unit with two or more units.Above-mentioned integrated list
Member both can take the form of hardware realization, can also realize in the form of software functional units.
If the integrated module/unit be realized in the form of SFU software functional unit and as independent product sale or
In use, can store in a computer readable storage medium.Based on this understanding, the present invention realizes above-mentioned implementation
All or part of the process in example method, can also instruct relevant hardware to complete, the meter by computer program
Calculation machine program can be stored in a computer readable storage medium, the computer program when being executed by processor, it can be achieved that on
The step of stating each embodiment of the method.Wherein, the computer program includes computer program code, the computer program
Code can be source code form, object identification code form, executable file or certain intermediate forms etc..Computer-readable Jie
Matter may include: can carry the computer program code any entity or device, recording medium, USB flash disk, mobile hard disk,
Magnetic disk, CD, computer storage, read-only memory (ROM, Read-Only Memory), random access memory (RAM,
Random Access Memory), electric carrier signal, telecommunication signal and software distribution medium etc..It should be noted that described
The content that computer-readable medium includes can carry out increasing appropriate according to the requirement made laws in jurisdiction with patent practice
Subtract, such as does not include electric carrier signal and electricity according to legislation and patent practice, computer-readable medium in certain jurisdictions
Believe signal.
Embodiment described above is merely illustrative of the technical solution of the present invention, rather than its limitations；Although referring to aforementioned reality
Applying example, invention is explained in detail, those skilled in the art should understand that: it still can be to aforementioned each
Technical solution documented by embodiment is modified or equivalent replacement of some of the technical features；And these are modified
Or replacement, the spirit and scope for technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution should all
It is included within protection scope of the present invention.
Claims (10)
1. a kind of realization system of Visualization Platform characterized by comprising multi-source data integration module, polymorphic type visualization
Integration module and visualization supporting module；
The multi-source data integration module, for a plurality of types of geo-database integrations and to the place of numerous types of data file
Reason visualizes integration module for the polymorphic type and provides data source；
The polymorphic type visualizes integration module, provides visualization technique for the visualization supporting module and supports, is used for
To the visual integrated of visualization technique, visible customization service technology and data handling procedure；
The visualization supporting module, for putting down effect of visualization model integrated into application system, and for visualization
Platform user shows effect of visualization.
2. the realization system of Visualization Platform as described in claim 1, which is characterized in that the multi-source data integration module,
Including data integration interface；
The data integration interface, for sending and receiving data；The data integration interface, comprising: geo-database integration interface,
Table management interface and file integrated interface.
3. the realization system of Visualization Platform as described in claim 1, which is characterized in that the multi-source data integration module,
Including data management module；
The data management module, for the data of the data integration interface to be handled or saved；The number
According to management module, comprising: database management unit, management through figures unit and file management unit；
The database management unit, for realizing the management of data based on the first presetting database server；
The management through figures unit, for realizing the management of table based on the second presetting database server；
The file management unit, for realizing the management of the file of preset data type.
4. the realization system of Visualization Platform as claimed in claim 3, which is characterized in that
The first presetting database server, including MySQL and/or Oracle；
The second presetting database server, including MySQL.
5. the realization system of Visualization Platform as claimed in claim 3, which is characterized in that
The preset data form, including JSON and XML.
6. the realization system of Visualization Platform as described in claim 1, which is characterized in that
The polymorphic type visualizes integration module, comprising: visualization technique integrated unit, visible customization unit, data visualization
Change unit and resource service unit；
The visualization technique integrated unit, for providing a variety of different visualization types；
The visible customization unit, for according to preset visualisation parameters, export corresponding visualization types data or
File；
The data visualization unit, for by presetting template for displaying data；
The resource service unit for saving executable code, and loads the executable code.
7. the realization system of Visualization Platform as claimed in claim 6, which is characterized in that the visualization supporting mould
Block, comprising: application Integrating administrative unit and visualization integrated access unit；
The application Integrating administrative unit executes institute when for saving multiple application systems, and receive using instruction
It states using the corresponding application system of instruction；
The visualization integrated access unit, for the access information that receiving platform user or application system user (asu) send, and
Corresponding application system is inquired according to the access information, the data inquired is shown and is shown in a manner of visual.
8. the realization system of Visualization Platform as claimed in claim 7, which is characterized in that the visualization supporting mould
Block, comprising: parameter mating interface；
The parameter mating interface, for providing the processing that application system docks parameter for the visualization integrated access unit.
9. such as the realization system of Visualization Platform described in any item of the claim 1 to 8, which is characterized in that
Obtain data source；
It receives data and shows instruction, the data show to include data display form in instruction；
It is shown and is instructed according to the data, the data source is handled, obtain target data；
By the target data and effect of visualization model integrated into application system；
The target data is analyzed by the way of visual various dimensions in the application system；
Analysis result is visualized using effect of visualization model.
10. the realization system of Visualization Platform as claimed in claim 9, which is characterized in that before the acquisition data source,
Further include:
Load default effect of visualization model.
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN111008211A (en) * | 2019-12-06 | 2020-04-14 | 北京百分点信息科技有限公司 | Visual interface creating method and device, readable storage medium and electronic equipment |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111008211A (en) * | 2019-12-06 | 2020-04-14 | 北京百分点信息科技有限公司 | Visual interface creating method and device, readable storage medium and electronic equipment |
| CN111008211B (en) * | 2019-12-06 | 2023-04-11 | 北京百分点科技集团股份有限公司 | Visual interface creating method and device, readable storage medium and electronic equipment |
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Application publication date: 20190802 |