CN114168853A - Data visualization display method, device, medium and electronic equipment - Google Patents
Data visualization display method, device, medium and electronic equipment Download PDFInfo
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9538—Presentation of query results
Abstract
The embodiment of the application discloses a data visualization display method, a data visualization display device, a data visualization display medium and electronic equipment. The method comprises the following steps: generating a target display request for target data; sending the target display request to a visualization server, and enabling the visualization server to respond to the target display request and determine target data and display configuration information of the target data from candidate data and display configuration information of the candidate data; and according to the display configuration information of the target data, determining a target display style of the target data, and rendering the target data to a data display page through the target display style. By executing the technical scheme provided by the application, the data display mode can be enriched while the data security is ensured, the data readability is improved, and the user experience is improved.
Description
Technical Field
The embodiment of the application relates to the technical field of computer application, in particular to a data visualization display method, device, medium and electronic equipment.
Background
The Data Acquisition Equipment (DAE) is equipment that converts an analog electrical signal into a digital signal, stores the digital signal, and performs preprocessing. The rapid development of data acquisition equipment accelerates the circulation and convergence of data, promotes the exponential increase of the data resource volume, and the data presents a series of characteristics of mass, diversity, low value density and the like.
On the premise of ensuring data safety, the data are acquired from the data acquisition equipment, the acquired data are sorted and mined, the relation, trend and rule among the data are disclosed to a user in a mode with higher readability, and the method has important significance for converting the data from cost to effective assets.
Disclosure of Invention
The embodiment of the application provides a data visualization display method, a data visualization display device, a data visualization display medium and electronic equipment, which can enrich data display modes while ensuring data security, and achieve the purposes of improving data readability and improving user experience.
In a first aspect, an embodiment of the present application provides a data visualization display method, which is executed by a desktop application program, and the method includes:
generating a target display request for target data;
sending the target display request to a visualization server, and enabling the visualization server to respond to the target display request and determine target data and display configuration information of the target data from candidate data and display configuration information of the candidate data;
and according to the display configuration information of the target data, determining a target display style of the target data, and rendering the target data to a data display page through the target display style.
In a second aspect, an embodiment of the present application provides a data visualization display apparatus, configured in a desktop application, where the apparatus includes:
the target display request generation module is used for generating a target display request for target data;
a target display request sending module, configured to send the target display request to a visualization server, so that the visualization server, in response to the target display request, determines target data and display configuration information of the target data from candidate data and display configuration information of the candidate data;
and the target display style determining module is used for determining a target display style of the target data according to the display configuration information of the target data and rendering the target data to a data display page through the target display style.
In a third aspect, an embodiment of the present application provides a computer-readable storage medium, on which a computer program is stored, where the computer program, when executed by a processor, implements a data visualization presentation method according to an embodiment of the present application.
In a fourth aspect, an embodiment of the present application provides an electronic device, which includes a memory, a processor, and a computer program stored on the memory and executable on the processor, where the processor executes the computer program to implement a data visualization display method according to an embodiment of the present application.
According to the technical scheme provided by the embodiment of the application, a desktop application program generates a target display request for target data; sending a target display request to a visualization server, and enabling the visualization server to respond to the target display request and determine display configuration information of target data and target data from the candidate data and the display configuration information of the candidate data; and according to the display configuration information of the target data, determining a target display style of the target data, and rendering the target data to a data display page through the target display style. The data display mode is enriched while the data security is ensured, and the purposes of improving the data readability and improving the user experience are achieved.
Drawings
Fig. 1 is a flowchart of a data visualization display method provided in an embodiment of the present application;
fig. 2A is a flowchart of another data visualization display method provided in the second embodiment of the present application;
fig. 2B is a data display effect diagram of a Windows form program developed by a NET platform according to the second embodiment of the present application;
fig. 2C is a data display effect diagram obtained based on the data visualization display method provided by the embodiment of the present application;
fig. 3 is a schematic structural diagram of a data visualization display device provided in the third embodiment of the present application;
fig. 4 is a schematic structural diagram of an electronic device according to a fifth embodiment of the present application.
Detailed Description
The present application will be described in further detail with reference to the following drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of the application and are not limiting of the application. It should be further noted that, for the convenience of description, only some of the structures related to the present application are shown in the drawings, not all of the structures.
Before discussing exemplary embodiments in more detail, it should be noted that some exemplary embodiments are described as processes or methods depicted as flowcharts. Although a flowchart may describe the steps as a sequential process, many of the steps can be performed in parallel, concurrently or simultaneously. In addition, the order of the steps may be rearranged. The process may be terminated when its operations are completed, but may have additional steps not included in the figure. The processes may correspond to methods, functions, procedures, subroutines, and the like.
Example one
Fig. 1 is a flowchart of a data visualization displaying method according to an embodiment of the present application, which is applicable to a case of performing visualization displaying on data. The method may be performed by a desktop application, which may be implemented in software and/or hardware, and may be integrated in an electronic device running the system.
As shown in fig. 1, the data visualization presentation method includes:
and S110, generating a target display request for the target data.
The target display request is used for requesting target data and display configuration information of the target data from the visualization server. The target presentation request refers to a request for visually presenting target data. The target data is data that needs to be visualized. The target data is determined according to actual business requirements, and exemplary target data can be passenger flow data of a station.
The target display request of the target data is generated by the desktop application program under the condition that a data visualization display requirement exists, and for example, the desktop application program may generate the target display request of the target data in response to a user clicking a data visualization control. Optionally, the target data is obtained by the desktop application from the data acquisition device and sent to the visualization server. The data acquisition equipment is hardware equipment for acquiring data.
S120, sending the target display request to a visualization server, and enabling the visualization server to respond to the target display request and determine target data and display configuration information of the target data from the candidate data and the display configuration information of the candidate data.
The candidate data refers to data to be displayed stored in the visualization server. And each candidate data has corresponding display configuration information. The candidate data and the display configuration information of the candidate data are both generated by the desktop application program and sent to the visualization server. And the display configuration information is used for restricting the visualization style of the candidate data. Target data are generated in the candidate data, and the target data also have corresponding display configuration information.
Optionally, the target display request includes a data identifier of the target data, the visualization server selects candidate data corresponding to the data identifier as the target data according to the data identifier of the target data, and selects display configuration information associated with the target data as the display configuration information of the target data.
The desktop application program sends a target display request to the visualization server, the visualization server determines the display configuration information of the target data and the target data from the display configuration information of the candidate data and the candidate data in response to receiving the target display request, and feeds the display configuration information of the target data and the target data back to the desktop application program.
Optionally, the desktop application is in communication with the visualization server based on Ajax technology. Ajax, among other things, is a technique for creating better, faster, and more interactive Web applications. Ajax uses asynchronous data transfer between the browser and the Web server, which is a browser technology independent of the Web server software. Ajax is based on the following Web standard: js (javascript), XML (Extensible Markup Language), HTML (Hyper Text Markup Language), and CSS (cascading styles documents). The above Web standards have been defined in Ajax, and both mainstream browsers support Ajax.
S130, determining a target display style of the target data according to the display configuration information of the target data, and rendering the target data to a data display page through the target display style.
Wherein the target presentation style constrains the visualization style of the target data. Exemplary target presentation styles include pie charts, bar charts, histograms, scatter charts, box line charts, and line charts, among others. The target display style is not limited, and is determined according to the characteristics of target data and actual service requirements.
And the desktop application program determines the target display style of the target data according to the display configuration information of the target data. And the desktop application program renders the target data to a data display page through the target display style and displays the data to the user.
In an optional embodiment, determining a target display style of the target data according to the display configuration information of the target data, and rendering the target data to a data display page through the target display style includes: configuring a data visualization chart library according to the display configuration information of the target data; and displaying the target data to a data display page in a target display style through the data visualization chart library.
The data visualization chart library is used for providing a data visualization chart which is intuitive, vivid, interactive and customizable, and the data visualization chart library covers a conventional data visualization style. Alternatively, the library of data visualization charts may be d3.js, echarts. js, highcharts. js, or AntV. Preferably, the library of data visualization charts is echarts. EChats can run smoothly on PCs and mobile devices by using an open source visualization library realized by JavaScript, and is compatible with most current browsers such as IE8/9/10/11, Chrome, Firefox or Safari and the like.
According to the technical scheme provided by the embodiment of the application, a desktop application program generates a target display request for target data; sending a target display request to a visualization server, and enabling the visualization server to respond to the target display request and determine display configuration information of target data and target data from the candidate data and the display configuration information of the candidate data; and according to the display configuration information of the target data, determining a target display style of the target data, and rendering the target data to a data display page through the target display style. The data display mode is enriched while the data security is ensured, and the purposes of improving the data readability and improving the user experience are achieved.
Example two
Fig. 2A is a flowchart of another data visualization display method provided in the second embodiment of the present application. The present embodiment is further optimized on the basis of the above-described embodiments. Specifically, before the generating of the target display request for the target data, the method further includes: acquiring display style information through a visual configuration page, and determining a chart display style for the target data according to the display style information; displaying the chart element attribute associated with the chart display style, and acquiring attribute configuration information of the chart element attribute; generating display configuration information of the target data according to the chart display style and the attribute configuration information; and sending the target data and the display configuration information of the target data to the visualization server.
As shown in fig. 2A, the data visualization display method includes:
s210, obtaining display style information through a visual configuration page, and determining a chart display style for the target data according to the display style information.
The visual configuration page is generated by a desktop application program, and a user selects a chart display style for target data according to actual business requirements. Optionally, the visualization configuration page is constructed based on JS, CSS, and HTML, and the visualization configuration page shows an image display style, and optionally, the image display style is derived from a data visualization chart library. The presentation style information refers to chart presentation style selection information for target data.
The desktop application program acquires display style information of a user aiming at the target data through the visual configuration page, and determines a chart display style required by displaying the target data according to selection information of a chart display style in the display style information. Illustratively, the chart display style may be: pie charts, bar charts, histograms, scatter plots, box plots, or line plots.
S220, displaying the chart element attribute associated with the chart display style, and acquiring attribute configuration information of the chart element attribute.
Wherein, a diagram element refers to a basic element constituting a diagram. The chart element attributes refer to the color, font, line thickness, chart title, and other contents of the chart element. It can be known that, in the charts with different presentation styles, the basic constituent elements of the charts are different. Under the condition that the chart display style is determined, further, the desktop application program displays the chart element attribute associated with the chart display style in a visual configuration page so that a user can configure the chart element attribute according to actual service requirements. The attribute configuration information refers to configuration information of a chart element attribute with respect to the target data.
And S230, generating the display configuration information of the target data according to the chart display style and the attribute configuration information.
The display configuration information of the target data comprises a chart display style of the target data and attribute configuration information associated with the chart display style. And the desktop application program generates the display configuration information of the target data according to the chart display style and the attribute configuration information.
Optionally, under the condition that the chart display style and the attribute configuration information of the target data are both determined, the visualization effect of the target data is displayed through the data visualization chart library according to the display configuration information generated by the desktop application program. By the method, the user can intuitively know the final display style of the target data and adjust the chart display style and the attribute configuration information according to the data visualization effect.
S240, sending the target data and the display configuration information of the target data to the visualization server.
The desktop application program sends the target data and the display configuration information of the target data to the visualization server, and the display configuration information of the target data and the target data is stored through the visualization server.
In an optional embodiment, before the generating the target presentation request for the target data, the method further comprises: generating a data acquisition request for the target data; performing format conversion on the data acquisition request based on a parameter conversion tool to obtain a conversion result; wherein the parameter conversion tool is edge. js or node-ffi; and establishing communication connection with data acquisition equipment based on the conversion result, acquiring the target data from the data acquisition equipment, and sending the target data to the visualization server.
The data acquisition request is generated by a desktop application program and is used for acquiring target data from the data acquisition equipment. Specifically, the target data can be read from the data acquisition device by accessing a driver of the data acquisition device through an API that allows communication with the data acquisition device and is exposed through a dynamic link library by the data acquisition device, and calling a data reading method in the driver. However, it is known that dynamic link libraries for data collection devices are typically developed based on the NET platform. The desktop application program in the embodiment of the application is not developed based on the NET platform. Fig. 2B is a data display effect diagram of a Windows form program developed by a NET platform according to the second embodiment of the present application, and as shown in fig. 2B, based on a Windows form program developed by a NET platform (a Winform form), a display style of a data display interface is single, so that it is difficult to clearly present relationships, trends, and rules between data, and user experience is not good.
Optionally, the desktop application is generated through an electron framework based on a Nodejs environment. Js is a JavaScript running environment based on a Chrome V8 engine, an event-driven and non-blocking I/O model is used, the JavaScript runs on a development platform of a server, and an Electron is a framework which uses JavaScript, HTML and CSS to focus on building desktop application. Js combines with Electron framework to create desktop applications using JavaScript, HTML, CSS techniques based on node. Based on Nodejs environment, the desktop application program generated through the electron framework reduces the development difficulty of the desktop application program. Fig. 2C is a data display effect diagram obtained based on the data visualization display method provided in the embodiment of the present application, and fig. 2C shows that, based on the Nodejs environment, the desktop application generated by the electron framework has rich data display styles, and can visually display data according to the personalized requirements of the user, so as to improve the user experience. The desktop application program is not dependent on a network when being started and operated, the desktop application program can better access hardware resources of a computer, the desktop application program can better control user experience, and the fact that different browsers are used for processing CSS rules and supporting JavaScript characteristics is avoided.
In order to generate the desktop application program through an electron framework based on the Nodejs environment, an API in a dynamic link library developed based on the NET platform can be called, and communication between the desktop application program and the data acquisition equipment is realized. And the desktop application program calls a parameter conversion tool to perform format conversion on the data acquisition request to obtain a conversion result. Wherein, the parameter conversion tool is edge. Js is a bridging technology for realizing interoperation between node.js and NET, and can use NET codes and libraries in node.js and can also use node.js codes and libraries in NET. Js running requires netframework4.5, npm install edge can be executed to download edge js dependent packets. node-ffi is a node.js plug-in that loads and calls dynamic libraries using pure JavaScript. node-ffi can be used to create bindings to the data collection device dynamic link library without writing any C + + code, while being responsible for handling type transformations across JavaScript and C. The node-ffi does not need a source code, and only needs to install a corresponding ffi library to realize data conversion through a Buffer class, ref-array and ref-struct.
The desktop application program establishes communication connection with the data acquisition equipment based on the conversion result of the data acquisition request, calls a data reading method in the data acquisition equipment driving program, and reads target data from the data acquisition equipment. And the desktop application program sends the target data acquired from the data acquisition equipment to the visualization server. According to the technical scheme, the target data are directly acquired from the acquisition equipment through the desktop application program, data leakage caused by the fact that the target data are acquired through a third party is avoided, and data safety is guaranteed.
And S250, generating a target display request for the target data.
S260, sending the target display request to a visualization server, and enabling the visualization server to respond to the target display request and determine target data and display configuration information of the target data from the candidate data and the display configuration information of the candidate data.
S270, determining a target display style of the target data according to the display configuration information of the target data, and rendering the target data to a data display page through the target display style.
According to the technical scheme provided by the embodiment of the application, display style information is obtained through a visual configuration page, and a chart display style is determined for the target data according to the display style information; displaying the chart element attribute associated with the chart display style, and acquiring attribute configuration information of the chart element attribute; generating display configuration information of the target data according to the chart display style and the attribute configuration information; and sending the target data and the display configuration information of the target data to the visualization server. By executing the embodiment of the application, the personalized data visualization chart style can be customized for the user according to the actual service requirement of the user, and the user experience is improved.
EXAMPLE III
Fig. 3 is a data visualization display device provided in the third embodiment of the present application, which is applicable to the case of performing visualization display on data in the third embodiment. The device can be realized by software and/or hardware, and can be integrated in electronic equipment such as an intelligent terminal.
As shown in fig. 3, the apparatus may include: a target presentation request generating module 310, a target presentation request transmitting module 320, and a target presentation style determining module 330.
A target display request generation module 310, configured to generate a target display request for target data;
a target display request sending module 320, configured to send the target display request to a visualization server, so that the visualization server, in response to the target display request, determines target data and display configuration information of the target data from candidate data and display configuration information of the candidate data;
and the target display style determining module 330 is configured to determine a target display style of the target data according to the display configuration information of the target data, and render the target data to a data display page according to the target display style.
According to the technical scheme provided by the embodiment of the application, a desktop application program generates a target display request for target data; sending a target display request to a visualization server, and enabling the visualization server to respond to the target display request and determine display configuration information of target data and target data from the candidate data and the display configuration information of the candidate data; and according to the display configuration information of the target data, determining a target display style of the target data, and rendering the target data to a data display page through the target display style. The data display mode is enriched while the data security is ensured, and the purposes of improving the data readability and improving the user experience are achieved.
Optionally, the apparatus further comprises: the data acquisition request generation module is used for generating a data acquisition request for the target data before the target display request for the target data is generated; the format conversion module is used for carrying out format conversion on the data acquisition request based on a parameter conversion tool to obtain a conversion result; wherein, the parameter conversion tool is edge.js or node-ffi; and the target data acquisition module is used for establishing communication connection with data acquisition equipment based on the conversion result, acquiring the target data from the data acquisition equipment and sending the target data to the visualization server.
Optionally, the apparatus further comprises: the chart display style determining module is used for acquiring display style information through a visual configuration page before the target display request for the target data is generated, and determining a chart display style for the target data according to the display style information; the attribute configuration information acquisition module is used for displaying the chart element attribute associated with the chart display style and acquiring the attribute configuration information of the chart element attribute; the display configuration information generation module is used for generating display configuration information of the target data according to the chart display style and the attribute configuration information; and the data sending module is used for sending the target data and the display configuration information of the target data to the visualization server.
Optionally, the target presentation style determining module 330 includes: the data visualization chart base configuration submodule is used for configuring a data visualization chart base according to the display configuration information of the target data; and the target data display sub-module is used for displaying the target data to a data display page in a target display style through the data visualization chart library.
Optionally, the desktop application is generated through an electron framework based on a Nodejs environment.
The data visualization display device provided by the embodiment of the invention can execute the data visualization display method provided by any embodiment of the invention, and has the corresponding performance module and beneficial effects of executing the data visualization display method.
Example four
A fourth embodiment of the present application further provides a storage medium containing computer-executable instructions, which when executed by a computer processor, are configured to perform a method for visually presenting data, which is performed by a desktop application, the method including:
generating a target display request for target data;
sending the target display request to a visualization server, and enabling the visualization server to respond to the target display request and determine target data and display configuration information of the target data from candidate data and display configuration information of the candidate data;
and according to the display configuration information of the target data, determining a target display style of the target data, and rendering the target data to a data display page through the target display style.
Storage media refers to any of various types of memory electronics or storage electronics. The term "storage medium" is intended to include: mounting media such as CD-ROM, floppy disk, or tape devices; computer system memory or random access memory such as DRAM, DDR RAM, SRAM, EDO RAM, Lanbas (Rambus) RAM, etc.; non-volatile memory such as flash memory, magnetic media (e.g., hard disk or optical storage); registers or other similar types of memory elements, etc. The storage medium may also include other types of memory or combinations thereof. In addition, the storage medium may be located in the computer system in which the program is executed, or may be located in a different second computer system connected to the computer system through a network (such as the internet). The second computer system may provide the program instructions to the computer for execution. The term "storage medium" may include two or more storage media that may reside in different unknowns (e.g., in different computer systems connected by a network). The storage medium may store program instructions (e.g., embodied as a computer program) that are executable by one or more processors.
Of course, the storage medium provided in the embodiments of the present application and containing computer-executable instructions is not limited to the data visualization displaying operation described above, and may also perform related operations in a data visualization displaying method provided in any embodiment of the present application.
EXAMPLE five
An embodiment of the present invention provides an electronic device, where the data visualization display apparatus provided in the embodiment of the present application may be integrated in the electronic device, and the electronic device may be configured in a system, or may be a device that executes part or all of the capabilities in the system. Fig. 4 is a schematic structural diagram of an electronic device according to a fifth embodiment of the present application. As shown in fig. 4, the present embodiment provides an electronic device 400, which includes: one or more processors 420; the storage device 410 is configured to store one or more programs, and when the one or more programs are executed by the one or more processors 420, the one or more processors 420 implement a data visualization presentation method provided in an embodiment of the present application, which is executed by a desktop application, and the method includes:
generating a target display request for target data;
sending the target display request to a visualization server, and enabling the visualization server to respond to the target display request and determine target data and display configuration information of the target data from candidate data and display configuration information of the candidate data;
and according to the display configuration information of the target data, determining a target display style of the target data, and rendering the target data to a data display page through the target display style.
Of course, those skilled in the art can understand that the processor 420 also implements the technical solution of the data visualization display method provided in any embodiment of the present application.
The electronic device 400 shown in fig. 4 is only an example, and should not bring any limitation to the performance and the scope of use of the embodiments of the present application.
As shown in fig. 4, the electronic device 400 includes a processor 420, a storage device 410, an input device 430, and an output device 440; the number of the processors 420 in the electronic device may be one or more, and one processor 420 is taken as an example in fig. 4; the processor 420, the storage device 410, the input device 430, and the output device 440 in the electronic apparatus may be connected by a bus or other means, and are exemplified by a bus 450 in fig. 4.
The storage device 410 is a computer-readable storage medium, and can be used for storing software programs, computer-executable programs, and module units, such as program instructions corresponding to a data visualization display method in the embodiments of the present application.
The storage device 410 may mainly include a storage program area and a storage data area, wherein the storage program area may store an operating system, at least one application program required for performance; the storage data area may store data created according to the use of the terminal, and the like. Further, the storage 410 may include high speed random access memory, and may also include non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other non-volatile solid state storage device. In some examples, storage 410 may further include memory located remotely from processor 420, which may be connected via a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The input means 430 may be used to receive input numbers, character information, or voice information, and to generate key signal inputs related to user settings and performance control of the electronic device. The output device 440 may include a display screen, speakers, or other electronic equipment.
The data visualization display device, the medium and the electronic device provided in the above embodiments can execute a data visualization display method provided in any embodiment of the present application, and have corresponding performance modules and beneficial effects for executing the method. Technical details that are not described in detail in the above embodiments may be referred to a data visualization display method provided in any embodiments of the present application.
It is to be noted that the foregoing is only illustrative of the preferred embodiments of the present application and the technical principles employed. It will be understood by those skilled in the art that the present application is not limited to the particular embodiments described herein, but is capable of various obvious changes, rearrangements and substitutions as will now become apparent to those skilled in the art without departing from the scope of the application. Therefore, although the present application has been described in more detail with reference to the above embodiments, the present application is not limited to the above embodiments, and may include other equivalent embodiments without departing from the spirit of the present application, and the scope of the present application is determined by the scope of the appended claims.
Claims (10)
1. A data visualization display method, which is executed by a desktop application program, the method comprising:
generating a target display request for target data;
sending the target display request to a visualization server, and enabling the visualization server to respond to the target display request and determine target data and display configuration information of the target data from candidate data and display configuration information of the candidate data;
and according to the display configuration information of the target data, determining a target display style of the target data, and rendering the target data to a data display page through the target display style.
2. The method of claim 1, wherein prior to said generating a target presentation request for target data, the method further comprises:
generating a data acquisition request for the target data;
performing format conversion on the data acquisition request based on a parameter conversion tool to obtain a conversion result; wherein the parameter conversion tool is edge. js or node-ffi;
and establishing communication connection with data acquisition equipment based on the conversion result, acquiring the target data from the data acquisition equipment, and sending the target data to the visualization server.
3. The method of claim 1, wherein prior to said generating a target presentation request for target data, the method further comprises:
acquiring display style information through a visual configuration page, and determining a chart display style for the target data according to the display style information;
displaying the chart element attribute associated with the chart display style, and acquiring attribute configuration information of the chart element attribute;
generating display configuration information of the target data according to the chart display style and the attribute configuration information;
and sending the target data and the display configuration information of the target data to the visualization server.
4. The method of claim 1, wherein determining a target presentation style of the target data according to the presentation configuration information of the target data, and rendering the target data to a data display page through the target presentation style comprises:
configuring a data visualization chart library according to the display configuration information of the target data;
and displaying the target data to a data display page in a target display style through the data visualization chart library.
5. The method of claim 1, wherein the desktop application is generated through an electron framework based on a nodjs environment.
6. A data visualization presentation device configured for desktop applications, the device comprising:
the target display request generation module is used for generating a target display request for target data;
a target display request sending module, configured to send the target display request to a visualization server, so that the visualization server, in response to the target display request, determines target data and display configuration information of the target data from candidate data and display configuration information of the candidate data;
and the target display style determining module is used for determining a target display style of the target data according to the display configuration information of the target data and rendering the target data to a data display page through the target display style.
7. The apparatus of claim 6, further comprising:
the data acquisition request generation module is used for generating a data acquisition request for the target data before the target display request for the target data is generated;
the format conversion module is used for carrying out format conversion on the data acquisition request based on a parameter conversion tool to obtain a conversion result; wherein the parameter conversion tool is edge. js or node-ffi;
and the target data acquisition module is used for establishing communication connection with data acquisition equipment based on the conversion result, acquiring the target data from the data acquisition equipment and sending the target data to the visualization server.
8. The apparatus of claim 6, further comprising:
the chart display style determining module is used for acquiring display style information through a visual configuration page before the target display request for the target data is generated, and determining a chart display style for the target data according to the display style information;
the attribute configuration information acquisition module is used for displaying the chart element attribute associated with the chart display style and acquiring the attribute configuration information of the chart element attribute;
the display configuration information generation module is used for generating display configuration information of the target data according to the chart display style and the attribute configuration information;
and the data sending module is used for sending the target data and the display configuration information of the target data to the visualization server.
9. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out a method for visually presenting data according to any one of claims 1 to 5.
10. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements a method for visually presenting data according to any one of claims 1-5 when executing the computer program.
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202111500832.6A CN114168853A (en) | 2021-12-09 | 2021-12-09 | Data visualization display method, device, medium and electronic equipment |
| PCT/CN2022/110749 WO2023103430A1 (en) | 2021-12-09 | 2022-08-08 | Data visualization display method and apparatus, medium and electronic device |
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| Application Number | Priority Date | Filing Date | Title |
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| CN202111500832.6A CN114168853A (en) | 2021-12-09 | 2021-12-09 | Data visualization display method, device, medium and electronic equipment |
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| CN114168853A true CN114168853A (en) | 2022-03-11 |
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| CN202111500832.6A Pending CN114168853A (en) | 2021-12-09 | 2021-12-09 | Data visualization display method, device, medium and electronic equipment |
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| WO (1) | WO2023103430A1 (en) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2023103430A1 (en) * | 2021-12-09 | 2023-06-15 | 北京锐安科技有限公司 | Data visualization display method and apparatus, medium and electronic device |
| CN116561472A (en) * | 2023-04-14 | 2023-08-08 | 广州力麒智能科技有限公司 | Government browser system architecture based on Electron cross-platform technology |
Family Cites Families (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104679248B (en) * | 2015-03-03 | 2018-10-12 | 江苏科技大学 | A kind of more scene interactivity data visualisation systems and working method |
| US20170083593A1 (en) * | 2015-09-21 | 2017-03-23 | General Electric Company | Visualization transformation server for big data |
| CN112069422A (en) * | 2020-08-11 | 2020-12-11 | 长沙市到家悠享网络科技有限公司 | Information display method, server, terminal and medium |
| CN113377486A (en) * | 2021-07-16 | 2021-09-10 | 西安未来国际信息股份有限公司 | Data visualization display method, device, equipment and storage medium |
| CN114168853A (en) * | 2021-12-09 | 2022-03-11 | 北京锐安科技有限公司 | Data visualization display method, device, medium and electronic equipment |
-
2021
- 2021-12-09 CN CN202111500832.6A patent/CN114168853A/en active Pending
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2023103430A1 (en) * | 2021-12-09 | 2023-06-15 | 北京锐安科技有限公司 | Data visualization display method and apparatus, medium and electronic device |
| CN116561472A (en) * | 2023-04-14 | 2023-08-08 | 广州力麒智能科技有限公司 | Government browser system architecture based on Electron cross-platform technology |
| CN116561472B (en) * | 2023-04-14 | 2023-12-26 | 广州力麒智能科技有限公司 | Government browser system architecture based on Electron cross-platform technology |
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| WO2023103430A1 (en) | 2023-06-15 |
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