CN107766043B - Large-screen data visualization based realization method and system - Google Patents
Large-screen data visualization based realization method and system Download PDFInfo
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Abstract
The invention discloses a realization method and a system based on large-screen data visualization, wherein the method comprises the following steps: configuring data content required by a page according to a component in a designer, the component comprising: the system comprises a graphic component, a data set component, a data source component, a report component, an auxiliary graphic component, a parameter component, a page area attribute component and a source code editing component; generating xml and jsp packets according to the data content configured by the components in the designer to form a middleware; the analyzer packages a corresponding data interface according to the data configured in the xml; and calling a data interface according to the logical relationship, acquiring data required by the generation of the visual page, and generating the visual page. The invention adopts a mode of separating a designer from an analyzer, and embeds an xml middleware between the designer and the analyzer to realize logic isolation of the designer and the analyzer. The separation of the designer and the analyzer is facilitated, the coupling degree is reduced, and the applicability and the practicability of the system are improved.
Description
Technical Field
The invention relates to the technical field of data visualization, in particular to a method and a system for realizing large-screen data visualization.
Background
Data visualization is a study of the visual representation of data; wherein the visual representation of the data is defined as a kind of information extracted in a summary form, including various attributes and variables of the corresponding information unit. The method mainly aims to clearly and effectively convey and communicate information by means of graphical means. To effectively convey the concept of thought, aesthetic forms and functions need to be streamlined, enabling in-depth insight into rather sparse and complex data sets by intuitively conveying key aspects and features.
At present, Echarts graphical report technology + custom graphs and auxiliary graphs are adopted for data visualization. Multiple versions of relational and file data and static data and API interface data sets are compatible. But in the result of the data set, firstly, no parameter component is added for secondary data screening intersection and data authority filtering, and secondly, no source code editing function is provided. The above problems have resulted in the design of data visualizations being left out; the designers in the team have insufficient experience in presenting complex data; many designed charts and special effects are time-consuming and labor-consuming to develop; the method has the problems of lack of related component/tool support and the like for the analysis and the display of non-traditional report data types (such as spatio-temporal data and relational data).
In addition, the existing data visualization system is basically composed of a designer and an analyzer, wherein the designer is provided with a template library, and configures attributes, data sets and the like of each area of a page through related components to generate relational data, then the relational data are issued and then are delivered to the analyzer to read the configured relational data according to an issuing address to analyze the data so as to generate the page. And the PC terminal and the large-screen terminal access the published address display page through an http protocol. The design mode brings problems that the designer and the resolver are difficult to separate, and the coupling degree is high.
In view of the above, there is a need to provide further improvements to the current implementation method of large-screen data visualization.
Disclosure of Invention
In order to solve at least one of the above technical problems, the present invention provides a method and a system for implementing large-screen data visualization.
In order to achieve the purpose, the invention adopts a technical scheme that: the implementation method based on the large-screen data visualization is suitable for being executed in computer equipment and comprises the following steps in sequence:
s30, configuring data content needed by the page according to the components in the designer, wherein the components comprise: the system comprises a graphic component, a data set component, a data source component, a report component, an auxiliary graphic component, a parameter component, a page area attribute component and a source code editing component;
s40, generating xml and jsp packets according to the data content configured by the components in the designer to form a middleware;
s50, the parser packages the corresponding data interface according to the data configured in the xml;
and S60, calling a data interface according to the logical relationship, acquiring data required by the generation of the visual page, and generating the visual page.
In a specific embodiment, before the step S30, the method further includes:
and S101, creating a page according to a template library in a designer.
In a specific embodiment, the step S30 is preceded by the following steps in order:
s102, creating a page according to a custom page in a designer;
and S103, adding the self-defined page into a template library.
In a specific embodiment, the step S30 is preceded by the following steps in sequence:
s201, defining a data source;
and S202, defining a data set.
In a specific embodiment, the step S30 specifically includes the following steps in order:
s301, defining a parameter component;
s302, configuring data content in a parameter component, wherein the parameter component comprises: a date component, a time axis component, a text box component, a drop-down box component, a tree component, a single-selection and check button component;
s303, screening condition data through the parameter component;
s304, configuring data content required by the page according to the component in the designer, wherein the component comprises: the system comprises a graphic component, a data set component, a data source component, a report component, an auxiliary graphic component, a page area attribute component and a source code editing component.
In order to achieve the purpose, the invention adopts another technical scheme that: an implementation system based on large-screen data visualization, which is suitable for being executed in a computer device, the implementation system based on large-screen data visualization comprising:
a configuration module for configuring data content required by a page according to a component in a designer, the component comprising: the system comprises a graphic component, a data set component, a data source component, a report component, an auxiliary graphic component, a parameter component, a page area attribute component and a source code editing component;
the middleware module is used for generating xml and jsp packets according to the data content configured by the components in the designer to form a middleware;
the packaging module is used for packaging the corresponding data interface by the analyzer according to the data configured in the xml;
and the visualization generating module is used for calling the data interface according to the logical relationship, acquiring data required by the generation of the visualization page and generating the visualization page.
In a specific embodiment, the implementation system based on large-screen data visualization further includes:
and the template creating module is used for creating a page according to the template library in the designer.
In a specific embodiment, the implementation system based on large-screen data visualization further includes:
the user-defined page module is used for creating a page according to a user-defined page in the designer;
and the adding module is used for adding the self-defined page into the template library.
In a specific embodiment, the implementation system based on large-screen data visualization further includes:
the data source defining module is used for defining a data source;
and the data set defining module is used for defining the data set.
In a specific embodiment, the configuration module specifically includes:
the parameter component defining module is used for defining parameter components;
a parameter configuration component module, configured to configure data content in a parameter component, where the parameter component includes: a date component, a time axis component, a text box component, a drop-down box component, a tree component, a single-selection and check button component;
the screening module is used for screening the condition data through the parameter component;
a sub-configuration module for configuring data content required by a page according to a component in a designer, the component comprising: the system comprises a graphic component, a data set component, a data source component, a report component, an auxiliary graphic component, a page area attribute component and a source code editing component.
The technical scheme of the invention mainly combines a data visualization designer to design the page through graphical page configuration. And a parameter component is combined in the data set to provide data secondary screening intersections. And a source code editing intersection is provided for developers to code the page more finely by one step. In addition, the invention adopts a mode of separating the designer from the analyzer, and embeds xml middleware between the designer and the analyzer to realize logic isolation of the designer and the analyzer. The separation of the designer and the analyzer is facilitated, the coupling degree is reduced, and the applicability and the practicability of the system are improved.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the structures shown in the drawings without creative efforts.
FIG. 1 is a general idea framework of the present invention;
FIG. 2 is a flowchart of a method for implementing large-screen data visualization according to an embodiment of the present invention;
FIG. 3 is a flowchart of a method for implementing large-screen data visualization according to another embodiment of the present invention;
fig. 4 is a block diagram of a system for implementing large-screen data visualization according to an embodiment of the present invention.
The implementation, functional features and advantages of the objects of the present invention will be further explained with reference to the accompanying drawings.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
It should be noted that the description of the invention relating to "first", "second", etc. is for descriptive purposes only and is not to be construed as indicating or implying any relative importance or implicit indication of the number of technical features indicated. Thus, a feature defined as "first" or "second" may explicitly or implicitly include at least one such feature. In addition, technical solutions between various embodiments may be combined with each other, but must be realized by a person skilled in the art, and when the technical solutions are contradictory or cannot be realized, such a combination should not be considered to exist, and is not within the protection scope of the present invention.
In order to more clearly illustrate the content of the present invention, the general design idea of the present invention is introduced first, and referring to fig. 1, the overall idea framework diagram of the present invention is shown. The separation of the designer and the analyzer is facilitated, the coupling degree is reduced, and the applicability and the practicability of the system are improved. Wherein, a parameter component is introduced into a designer data set, and secondary data filtering is realized. And the data switching effect of down-conversion and linkage of the graphic area is realized through the transmission of the data parameters. A source code editing component function is also introduced into the designer, and the design problem that the graphical configuration attribute cannot solve is realized for the created page in a code editing mode.
Referring to fig. 2, in an embodiment of the present invention, the implementation method based on large-screen data visualization is suitable for being executed in a computer device, and the implementation method based on large-screen data visualization includes the following steps in order:
s30, configuring data content needed by the page according to the components in the designer, wherein the components comprise: the system comprises a graphic component, a data set component, a data source component, a report component, an auxiliary graphic component, a parameter component, a page area attribute component and a source code editing component;
s40, generating xml and jsp packets according to the data content configured by the components in the designer to form a middleware;
s50, the parser packages the corresponding data interface according to the data configured in the xml;
and S60, calling a data interface according to the logical relationship, acquiring data required by the generation of the visual page, and generating the visual page.
Specifically, firstly, data contents required by the page are configured according to a graphic component, a data set component, a data source component, a report component, an auxiliary graphic component, a parameter component, a page area attribute component, a source code editing component and the like in the designer.
Then, the page realized by the designer configures the attribute content to obtain product xml and jsp packets, and forms the middleware. The parser is implemented logically and physically isolated from the designer. The parser and the middleware can be independently packaged to be used by any other system. The designer and the resolver are effectively separated, the system coupling degree is reduced, and the applicability and the practicability of the system are improved.
The parser encapsulates all data interfaces: the system comprises a graphic script interface, a conventional report interface, other auxiliary graphic interfaces, a parameter interface, a data source interface, a data set interface, an area attribute interface and the like. And calling a data interface according to the data configured by the xml and the logic relationship to generate data preparation work required by the visual page, and finally achieving the effect of page rendering.
Finally, the operator designs a visual page through the designer, and forms the visual page of the operator through publishing and publishing the interface. The ordinary user can directly access the visual page designed by the operator.
Through the data parameter component, the data is inquired according to the screening condition of the page data, and the screening can conveniently browse historical data and focus on the concerned data. A source code editing component function is also introduced into the designer, and the design problem that the graphical configuration attribute cannot solve is realized for the created page in a code editing mode.
The realization method based on large screen data visualization solves different aesthetic requirements by providing abundant components and graphic components; the data set component and the data source component solve the problem of data source dispersion; the report component supports the analysis and display of various data types; the graphical construction tool can be quickly realized without professional programmers; satisfying various scenarios is achieved, for example: meeting exhibition, business monitoring, risk early warning, geographic information analysis and the like.
Referring to fig. 3, in an embodiment of the present invention, the implementation method based on large-screen data visualization is suitable for being executed in a computer device, and the implementation method based on large-screen data visualization includes the following steps in order:
and S101, creating a page according to a template library in a designer.
S201, defining a data source;
and S202, defining a data set.
S30, configuring data content needed by the page according to the components in the designer, wherein the components comprise: the system comprises a graphic component, a data set component, a data source component, a report component, an auxiliary graphic component, a parameter component, a page area attribute component and a source code editing component;
s40, generating xml and jsp packets according to the data content configured by the components in the designer to form a middleware;
s50, the parser packages the corresponding data interface according to the data configured in the xml;
and S60, calling a data interface according to the logical relationship, acquiring data required by the generation of the visual page, and generating the visual page.
In the embodiment, a plurality of scene templates are provided in the designer, so that the problem of the designer is solved, the design efficiency is improved, and the rapid development and release are convenient.
In another specific embodiment, the step S101 may further include:
s102, creating a page according to a custom page in a designer;
and S103, adding the self-defined page into a template library.
The user can create the page according to the user-defined page in the designer, and then the user-defined page is added into the template library.
In this embodiment, a user may define a data source, and the manner of defining the data source may be selected from the existing one, or may be newly created by the user; defining a data set may be defined as SQL or Csv, txt, json, etc.
In another specific embodiment, the step S30 specifically includes the following steps in order:
s301, defining a parameter component;
s302, configuring data content in a parameter component, wherein the parameter component comprises: a date component, a time axis component, a text box component, a drop-down box component, a tree component, a single-selection and check button component;
s303, screening condition data through the parameter component;
s304, configuring data content required by the page according to the component in the designer, wherein the component comprises: the system comprises a graphic component, a data set component, a data source component, a report component, an auxiliary graphic component, a page area attribute component and a source code editing component.
The parameter component comprises: date components, time axis, text boxes, drop down boxes, trees, single and check button groups, etc. The page data is screened for conditional query data by these components. The brushing can make you convenient to browse historical data and focus on data that you are concerned about. Data filtering in the data set is realized by combining the parameters with the data set sql. E.g. SQL statement select from random duolalweight 1 ═ 1
andcreate _ time ═ 201708' in sql we can see that the data is data for month 8, and if we want to see that data for month 7 does not utilize the parameter component, we would need to modify the dataset again or redefine the page. This makes the work cumbersome. After adding the parameter component concept, the SQL statement may be modified to select from random binary where 1{ [ and create _ time ═ create _ time' ] } we define 201708 as a variable by the user himself, and the user may select the month of viewing desired by the user in the parameter component according to the need, and then return the selected month to the SQL statement to replace the variable. The combination of the parameters and SQL can realize secondary data filtering.
Referring to fig. 4, in an embodiment of the present invention, the implementation system based on large-screen data visualization is suitable for being executed in a computer device, and the implementation system based on large-screen data visualization includes:
a configuration module for configuring data content required by a page according to a component in a designer, the component comprising: the system comprises a graphic component, a data set component, a data source component, a report component, an auxiliary graphic component, a parameter component, a page area attribute component and a source code editing component;
the middleware module is used for generating xml and jsp packets according to the data content configured by the components in the designer to form a middleware;
the packaging module is used for packaging the corresponding data interface by the analyzer according to the data configured in the xml;
and the visualization generating module is used for calling the data interface according to the logical relationship, acquiring data required by the generation of the visualization page and generating the visualization page.
Through the data parameter component, the data is inquired according to the screening condition of the page data, and the screening can conveniently browse historical data and focus on the concerned data. A source code editing component function is also introduced into the designer, and the design problem that the graphical configuration attribute cannot solve is realized for the created page in a code editing mode.
The realization system based on large screen data visualization provides rich components and graphic components, and different aesthetic requirements are met; the data set component and the data source component solve the problem of data source dispersion; the report component supports the analysis and display of various data types; the graphical construction tool can be quickly realized without professional programmers; satisfying various scenarios is achieved, for example: meeting exhibition, business monitoring, risk early warning, geographic information analysis and the like.
In a specific embodiment, the implementation system based on large-screen data visualization further includes:
and the template creating module is used for creating a page according to the template library in the designer.
In the embodiment, the template creating module provides a plurality of scene templates, so that the problem of a designer is solved, the design efficiency is improved, and the rapid development and release are convenient.
In a specific embodiment, the implementation system based on large-screen data visualization further includes:
the user-defined page module is used for creating a page according to a user-defined page in the designer;
and the adding module is used for adding the self-defined page into the template library.
In the embodiment, a user can create a page according to a user-defined page in a designer, and then the user-defined page is added into the template library.
The above description is only a preferred embodiment of the present invention, and is not intended to limit the scope of the present invention, and all modifications and equivalents of the present invention, which are made by the contents of the present specification and the accompanying drawings, or directly/indirectly applied to other related technical fields, are included in the scope of the present invention.
Claims (8)
1. An implementation method based on large-screen data visualization is suitable for being executed in computer equipment, and is characterized in that the implementation method based on large-screen data visualization comprises the following steps:
s30, configuring data content needed by the page according to the components in the designer, wherein the components comprise: the system comprises a graphic component, a data set component, a data source component, a report component, an auxiliary graphic component, a parameter component, a page area attribute component and a source code editing component;
s40, generating xml and jsp packets according to the data content configured by the components in the designer to form a middleware;
s50, the parser packages the corresponding data interface according to the data configured in the xml;
s60, calling a data interface according to the logical relationship, acquiring data required by the generation of the visual page, and generating the visual page;
the step S30 specifically includes: s301, defining a parameter component; s302, configuring data content in a parameter component, wherein the parameter component comprises: a date component, a time axis component, a text box component, a drop-down box component, a tree component, a single-selection and check button component; s303, screening condition data through the parameter component; s304, configuring data content required by the page according to the component in the designer, wherein the component comprises: the system comprises a graphic component, a data set component, a data source component, a report component, an auxiliary graphic component, a page area attribute component and a source code editing component.
2. The method for implementing large-screen data visualization according to claim 1, wherein the step S30 is preceded by:
and S101, creating a page according to a template library in a designer.
3. The method for implementing large-screen data visualization according to claim 1, wherein the step S30 is preceded by:
s102, creating a page according to a custom page in a designer;
and S103, adding the self-defined page into a template library.
4. The method for implementing large-screen data visualization according to claim 2 or 3, wherein the step S30 is preceded by:
s201, defining a data source;
and S202, defining a data set.
5. An implementation system based on large-screen data visualization, which is suitable for being executed in a computer device, the implementation system based on large-screen data visualization comprising:
a configuration module for configuring data content required by a page according to a component in a designer, the component comprising: the system comprises a graphic component, a data set component, a data source component, a report component, an auxiliary graphic component, a parameter component, a page area attribute component and a source code editing component;
the middleware module is used for generating xml and jsp packets according to the data content configured by the components in the designer to form a middleware;
the packaging module is used for packaging the corresponding data interface by the analyzer according to the data configured in the xml;
the visualization generating module is used for calling a data interface according to the logical relationship, acquiring data required by the generation of the visualization page and generating the visualization page;
the configuration module specifically includes: the parameter component defining module is used for defining parameter components; a parameter configuration component module, configured to configure data content in a parameter component, where the parameter component includes: a date component, a time axis component, a text box component, a drop-down box component, a tree component, a single-selection and check button component; the screening module is used for screening the condition data through the parameter component; a sub-configuration module for configuring data content required by a page according to a component in a designer, the component comprising: the system comprises a graphic component, a data set component, a data source component, a report component, an auxiliary graphic component, a page area attribute component and a source code editing component.
6. The system for implementing large-screen-based data visualization of claim 5, wherein the system for implementing large-screen-based data visualization further comprises:
and the template creating module is used for creating a page according to the template library in the designer.
7. The system for implementing large-screen-based data visualization of claim 5, wherein the system for implementing large-screen-based data visualization further comprises:
the user-defined page module is used for creating a page according to a user-defined page in the designer;
and the adding module is used for adding the self-defined page into the template library.
8. The system for implementing large-screen-based data visualization according to claim 6 or 7, wherein the system for implementing large-screen-based data visualization further comprises:
the data source defining module is used for defining a data source;
and the data set defining module is used for defining the data set.
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| CN109117119B (en) * | 2018-07-02 | 2021-06-22 | 成都四方伟业软件股份有限公司 | Multi-state assembly fusion method |
| CN110780866A (en) * | 2019-09-23 | 2020-02-11 | 紫光云(南京)数字技术有限公司 | Card-based filtering method in visual editing system |
| CN111597005B (en) * | 2020-05-18 | 2023-09-05 | 深圳航天智慧城市***技术研究院有限公司 | Big data visualization three-dimensional GIS cloud rendering item generation system and method |
| CN112966160A (en) * | 2021-03-08 | 2021-06-15 | 浪潮云信息技术股份公司 | Template-based multi-slide page large-screen display method and device |
| CN114296722A (en) * | 2021-12-10 | 2022-04-08 | 浙江嘉兴数字城市实验室有限公司 | Visual rapid development method and system applied to digital reform |
| CN114416084B (en) * | 2021-12-31 | 2023-04-07 | 北京五八信息技术有限公司 | Data processing method and device, electronic equipment and storage medium |
| CN115309395A (en) * | 2022-07-29 | 2022-11-08 | 福州顶点信息管理有限公司 | Webpage low-code design method and device with separated design and analysis capabilities |
| CN117289930B (en) * | 2023-11-27 | 2024-02-02 | 杭州比智科技有限公司 | Construction method and system suitable for data large screen custom theme style |
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