CN117786184A - Configured data visualization method, device and medium - Google Patents
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- 238000013079 data visualisation Methods 0.000 title claims abstract description 41
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Abstract
The invention discloses a configured data visualization method, equipment and a medium, belongs to the technical field of computers, and is used for solving the technical problems that in the existing data visualization process, the configuration requirement on a data interface is high, frequent modification is needed, the monitoring of service states is not facilitated, and the development and maintenance cost is high. The method comprises the following steps: distributing configuration authorities to a data visualization system according to different service demands to obtain user authority information; based on the user authority information, basic configuration information of the visual system is determined; according to the basic configuration information, carrying out query processing on dynamic parameters of service data to obtain a service data set of related service data; carrying out association matching on related data attributes of a service data set through a preset chart component to obtain a data packet to be displayed; and carrying out visual display on the data package to be displayed so that the data interface can complete data display on a visual large screen.
Description
Technical Field
The present disclosure relates to the field of computer technologies, and in particular, to a configured data visualization method, device, and medium.
Background
The data visualization is a scene which is commonly used for production real-time data monitoring of enterprises, government statistics data presentation and the like for data processing and display modes, and achieves the visual presentation effect of the data through the data visualization and provides rich presentation forms.
The existing data visualization processing mode mainly has two problems, namely, the user definition degree is not high, only a formed data interface can be received, and the demand change frequency is high, so that frequent modification by developers is required. The large visual screen is difficult to build quickly, so that the decision maker is unfavorable for controlling the service dynamics at any time and any place, and the development and maintenance cost of the large visual screen is easy to increase.
Disclosure of Invention
The embodiment of the application provides a configured data visualization method, device and medium, which are used for solving the following technical problems: in the existing data visualization processing, the configuration requirement on a data interface is high, frequent modification is needed, monitoring of service states is not facilitated, and development and maintenance costs are high.
The embodiment of the application adopts the following technical scheme:
in one aspect, an embodiment of the present application provides a configured data visualization method, including: distributing configuration authorities to a data visualization system according to different service demands to obtain user authority information; determining basic configuration information of the visual system based on the user authority information; according to the basic configuration information, carrying out query processing on dynamic parameters of service data to obtain a service data set related to the service data; carrying out association matching on related data attributes of the service data set through a preset chart component to obtain a data packet to be displayed; and carrying out visual display on the data package to be displayed so as to enable the data interface to complete data display on a visual large screen.
According to the embodiment of the application, through the data set after dynamic query, a user can perform demand configuration on the data interface, free layout and self-defining style capability are provided, the operation of just-in-time and zero code is realized based on rich chart components, the quick construction of the large screen with rich visual presentation can be realized, the configuration time of the data interface is shortened, the development cost of the large screen is reduced, a decision maker can master service dynamics at any time and any place, and each decision has data support.
In a possible implementation manner, allocation of configuration rights is performed on the data visualization system according to different service requirements to obtain user rights information, which specifically includes: the data visualization system registers and configures the uploaded user personal information to obtain user registration information; according to the service data corresponding to the service requirement, the user registration information is subjected to user type division to obtain user type information; based on the user type information, carrying out type division on the configuration rights to obtain user rights information of each user type information; wherein, the user type information at least comprises: manage users, design users, and view users.
In a possible implementation manner, based on the user authority information, basic configuration information of the visualization system is determined, and the method specifically includes: performing type division on the multi-type files in the visual system, and determining user data files corresponding to the user authority information; wherein the multi-type file comprises at least: picture files, chart files, and content attribute files; performing type division on the data dictionary in the visualization system, and determining a user data dictionary corresponding to the user authority information; wherein, the data dictionary includes at least: a data source type file, a chart attribute file, and a data driver file; wherein the basic configuration information is composed of the user data file and the user data dictionary.
In a possible implementation manner, before the dynamic parameters of the service data are queried according to the basic configuration information to obtain a service data set related to the service data, the method further includes: according to the configuration parameters of the basic configuration information, parameter inquiry about a drive data source is carried out on a built-in drive database in the visual system, and the drive data source running the basic configuration information is identified; wherein the drive data source includes: mysql driver, oracle driver, elastiscearch driver, kudu driver; if the identification of the driving data source fails, carrying out parameter query of the driving data source on the extension type driving database to obtain the extension type driving data source; wherein the extension class driving data source includes: jdbc class drive data sources and non-jdbc class drive data sources; determining a configuration data source based on the basic configuration information; wherein the configuration data source comprises: a drive data source and an extension class drive data source.
In a possible implementation manner, according to the basic configuration information, the query processing is performed on the dynamic parameters of the service data to obtain a service data set related to the service data, which specifically includes: acquiring dynamic parameters in service data corresponding to the service requirements through the configuration data source; inquiring the dynamic parameters related to the visual data transmission parameters through a preset input database to obtain a data transmission path; wherein the data transmission path includes at least: a data request path, a data request content path, and a request header path; according to a preset data conversion rule, carrying out data conversion on the configuration data source and the data transmission path to obtain a unified data query component, and carrying out data division on the service data under related two-dimensional chart attributes based on a two-dimensional chart to obtain the service data set; wherein each of said business data sets corresponds to each of said two-dimensional chart attributes; the two-dimensional graph includes at least: a straight line graph, a column graph and a pie graph.
In a possible embodiment, the data transformation includes: js script translation and dictionary translation data translation.
In a possible implementation manner, through a preset chart component, the service data set is subjected to association matching of related data attributes to obtain a data packet to be displayed, which specifically includes: acquiring data attributes in each service data set; wherein the data attributes include at least: fields, charts, connection relations, and service types; performing association matching on the data attribute and the chart component to determine an association chart conforming to the data attribute; wherein the chart component comprises at least: hyperlinks, videos, inline frames, dashboards, and migration maps; and carrying out association matching on the data attributes through the association chart, and carrying out packing treatment on the association chart with the matched data attributes to obtain the data packet to be displayed.
In a possible implementation manner, the visual display of the data packet to be displayed specifically includes: according to the display size of the large visual screen, carrying out imaging thumbnail processing on the data to be displayed in the data packet to be displayed to obtain a data interface; performing visualization processing on the data interface; wherein the visualization process includes: sharing visualizations, preview visualizations, design visualizations, and overall replication visualizations.
In a second aspect, embodiments of the present application further provide a configured data visualization device, where the device includes: at least one processor; and a memory communicatively coupled to the at least one processor; wherein the memory stores instructions executable by the at least one processor to enable the at least one processor to perform a configured data visualization method as described in any one of the embodiments above.
In a third aspect, an embodiment of the present application further provides a non-volatile computer storage medium, where the storage medium is a non-volatile computer readable storage medium, where at least one program is stored, where each program includes instructions that, when executed by a terminal, cause the terminal to perform a configured data visualization method according to any one of the foregoing embodiments.
Compared with the prior art, the embodiment of the application has the following beneficial technical effects:
according to the embodiment of the application, through the data set after dynamic query, a user can perform demand configuration on the data interface, free layout and self-defining style capability are provided, the operation of just-in-time and zero code is realized based on rich chart components, the quick construction of the large screen with rich visual presentation can be realized, the configuration time of the data interface is shortened, the development cost of the large screen is reduced, a decision maker can master service dynamics at any time and any place, and each decision has data support.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings that are required to be used in the embodiments or the description of the prior art will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments described in the present application, and other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art. In the drawings:
FIG. 1 is a flowchart of a method for visualizing configured data according to an embodiment of the present application;
fig. 2 is a schematic structural diagram of a configured data visualization device according to an embodiment of the present application.
Detailed Description
In order to better understand the technical solutions in the present application, the following description will clearly and completely describe the technical solutions in the embodiments of the present application with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only some embodiments of the present application, not all embodiments. All other embodiments, which can be made by one of ordinary skill in the art based on the embodiments herein without making any inventive effort, shall fall within the scope of the present application.
The embodiment of the application provides a configured data visualization method, as shown in fig. 1, which specifically includes steps S101-S105:
s101, distributing configuration authorities to a data visualization system according to different service requirements to obtain user authority information.
Specifically, the uploaded user personal information is registered and configured through a data visualization system, so that user registration information is obtained.
Further, according to the service data corresponding to the service requirement, the user registration information is subjected to user type division to obtain user type information.
Further, based on the user type information, the configuration authorities are subjected to type division, and user authority information of each user type information is obtained. Wherein, the user type information at least comprises: manage users, design users, and view users.
In one embodiment, the data visualization system can be divided into three layers of a data resource layer, an application layer and a presentation layer, and main functions comprise three parts of large screen design, user permission and system configuration. Firstly, unified management is required to be carried out on users, roles and authorities in a data visualization system, different menu authorities can be defined for different roles according to requirements, namely unified registration configuration is carried out on menus and button authorities in the data visualization system, and registration configuration is carried out on uploaded user personal information to obtain user registration information. And then, unified management is carried out on various user types in the data visualization system, various roles can be divided according to service data to obtain user type information, finally, configuration authorities are divided in types, and user authority information of each user type information is obtained, wherein the user authority information comprises an administrator, a designer, a viewer and the like, and authority allocation according to various roles is supported.
S102, based on the user authority information, basic configuration information of the visual system is determined.
Specifically, the types of the multi-type files in the visualization system are divided, and the user data files corresponding to the user authority information are determined. Wherein the multi-type file comprises at least: picture files, chart files, and content attribute files.
Further, the data dictionary in the visualization system is subjected to type division, and the user data dictionary corresponding to the user permission information is determined. Wherein, the data dictionary includes at least: a data source type file, a schema property file, and a data driver file. The basic configuration information consists of a user data file and a user data dictionary.
As a possible implementation manner, unified management is performed on type files and data dictionaries in the data visualization system, wherein the multi-type files comprise picture files, chart files, content attribute files and the like, the data dictionaries are component attribute configuration in the large-screen designer, and the data dictionaries comprise data source type files, chart attribute files, data driving files and the like.
In one embodiment, the basic configuration information further has a plurality of technical parameters: 9 standard API interfaces are built in. Support 34+ patterned large screen components. The large screen can be quickly built by supporting dragging, and can be copied, modified and shared. And the main stream browser is compatible with Gogle/Edge/360 and the like.
S103, according to the basic configuration information, the dynamic parameters of the service data are inquired and processed to obtain a service data set of the related service data.
Specifically, according to the configuration parameters of the basic configuration information, parameter inquiry about a drive data source is performed on a built-in drive database in the visual system, and the drive data source running the basic configuration information is identified. Wherein the drive data source includes: mysql driver, oracle driver, elastiscearch driver, and kudu driver.
Further, if the identification of the driving data source fails, the parameter query of the driving data source is performed on the extension type driving database, so as to obtain the extension type driving data source. Wherein the extension class driving data source comprises: jdbc class drive data sources and non-jdbc class drive data sources.
Further, a configuration data source is determined based on the base configuration information. Wherein the configuration data source comprises: a drive data source and an extension class drive data source.
As a possible implementation, the configuration data source is the first step of acquiring service data, supports multiple data sources, built-in mysql, oracle, elasticsearch, kudu and other drivers, and also supports expansion of other jdbc drivers and non-jdbc drivers.
Further, the dynamic parameters in the service data corresponding to the service requirements are obtained by configuring the data source.
Further, query processing of visual data transmission parameters is carried out on the dynamic parameters through a preset input database, and a data transmission path is obtained. Wherein the data transmission path includes at least: a data request path, a data request content path, and a request header path.
Further, according to a preset data conversion rule, the configuration data source and the data transmission path are subjected to data conversion to obtain a unified data query component. The data transformation includes: js script translation and dictionary translation data translation.
Further, through a unified data query component, based on the two-dimensional chart, data division under the related two-dimensional chart attribute is carried out on the service data, and a service data set is obtained. Wherein each business data set corresponds to each two-dimensional chart attribute. The two-dimensional graph includes at least: a straight line graph, a column graph and a pie graph.
S104, carrying out association matching on related data attributes on the service data set through a preset chart component to obtain the data packet to be displayed.
Specifically, data attributes in each service data set are acquired. Wherein, the data attribute at least comprises: fields, charts, connection relations, and traffic categories.
Further, the data attributes are associated and matched with the chart component, and an associated chart conforming to the data attributes is determined. Wherein the chart component comprises at least: hyperlinks, videos, inline frames, dashboards, and migration maps.
Further, through the association chart, the data attributes are associated and matched, and the association chart after matching is packaged, so that the data package to be displayed is obtained.
As a possible embodiment, the large visual screen is generally widely used for standing or scrolling the scene of viewing and demonstrating, so the process of making the large screen generally takes more time than the ordinary report. The platform can combine a plurality of charts, and can combine other visual components such as pictures, characters, maps and the like, so that the platform has a more free layout mode. The large screen adopts absolute positioning layout, and a user can obtain a plurality of charts or other display components to layout through a free dragging mode, so that more flexible visual display scenes are met.
As a possible implementation mode, the data visualization system can carry out association matching of related data attributes on a service data set by presetting various chart components, and also supports chart association static data and data sets, wherein the chart and the data sets are in strong association relation, and taking a histogram as an example, only two field data sets can be used for carrying out data display, if the data sets are used for having more than 2 fields, the chart cannot be normally displayed, otherwise, the data sets are 3 fields, and the chart components capable of displaying 3 fields are found. And finally, packaging the matched association chart to obtain a data packet to be displayed, and sending the data packet to the front end of the data visualization system.
In one embodiment, typical chart component types are as follows: hyperlinks: and supporting the jump of the window or a new window, if the jump of the window is selected, part of the browser cannot return to the large-screen page, and preferably the new window is selected. Video: the address of the video should be directly accessible without the need for login. An inline frame: when hyperlinks and video links are inactive, an inline frame may be used. Line graph: the line graph dataset requires selection of "X-axis", "polyline" for dictionary values. Bar graph: the column diagram data set is required to select "X-axis", "column", "broken line" corresponding to dictionary values, and when the chart is a plurality of indices, the legend names are separated by |. Pie chart: when the data set of the pie chart is selected, only the dictionary corresponding to the pie chart, namely 'Name' and 'Value', can be selected. Instrument panel: only one field value is required. Migration map: the dynamic data set of the roadmap, the "source" represents the start point, the "target" represents the end point, and the "numerical value" represents the value between the two points.
S105, carrying out visual display on the data package to be displayed, so that the data interface can complete data display on a visual large screen.
Specifically, according to the display size of the large visual screen, the data to be displayed in the data packet to be displayed is subjected to imaging thumbnail processing, and a data interface is obtained.
Further, the data interface is visualized. Wherein the visualization process comprises: sharing visualizations, preview visualizations, design visualizations, and overall replication visualizations.
In one embodiment, after the data packet to be displayed is decoded, operations such as sharing, previewing, designing, copying and the like of the large screen can be realized according to the display size data of the large screen and the list visual display according to the thumbnail of the large screen.
In addition, the embodiment of the application further provides a configured data visualization device, as shown in fig. 2, where the configured data visualization device specifically includes:
at least one processor 201. And a memory 202 communicatively coupled to the at least one processor 201. Wherein the memory 202 stores instructions executable by the at least one processor 201 to enable the at least one processor 201 to perform:
distributing configuration authorities to a data visualization system according to different service demands to obtain user authority information;
based on the user authority information, basic configuration information of the visual system is determined;
according to the basic configuration information, carrying out query processing on dynamic parameters of service data to obtain a service data set of related service data;
carrying out association matching on related data attributes of a service data set through a preset chart component to obtain a data packet to be displayed;
and carrying out visual display on the data package to be displayed so that the data interface can complete data display on a visual large screen.
The application provides a configured data visualization method, device and medium, through a data set after dynamic query, a user can perform demand configuration on a data interface, free layout and custom style capability are provided, out-of-box and zero code operation is realized based on rich chart components, visual presentation rich large screen quick construction can be realized, configuration time of the data interface is shortened, development cost of the large screen is reduced, a decision maker can master service dynamics at any time and any place, and each decision has data support.
All embodiments in the application are described in a progressive manner, and identical and similar parts of all embodiments are mutually referred, so that each embodiment mainly describes differences from other embodiments. In particular, for the apparatus and medium embodiments, the description is relatively simple, as it is substantially similar to the method embodiments, with reference to the section of the method embodiments being relevant.
The devices and media provided in the embodiments of the present application are in one-to-one correspondence with the methods, so that the devices and media also have similar beneficial technical effects as the corresponding methods, and since the beneficial technical effects of the methods have been described in detail above, the beneficial technical effects of the devices and media are not described in detail herein.
It will be appreciated by those skilled in the art that embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present application is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the application. It will be understood that each flow and/or block of the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
In one typical configuration, a computing device includes one or more processors (CPUs), input/output interfaces, network interfaces, and memory.
The memory may include volatile memory in a computer-readable medium, random Access Memory (RAM) and/or nonvolatile memory, such as Read Only Memory (ROM) or flash memory (flash RAM). Memory is an example of computer-readable media.
Computer readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of storage media for a computer include, but are not limited to, phase change memory (PRAM), static Random Access Memory (SRAM), dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), read Only Memory (ROM), electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape disk storage or other magnetic storage devices, or any other non-transmission medium, which can be used to store information that can be accessed by a computing device. Computer-readable media, as defined herein, does not include transitory computer-readable media (transmission media), such as modulated data signals and carrier waves.
It should also be noted that the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising one … …" does not exclude the presence of other like elements in a process, method, article or apparatus that comprises the element.
The foregoing is merely exemplary of the present application and is not intended to limit the present application. Various modifications and changes may be made to the present application by those skilled in the art. Any modifications, equivalent substitutions, improvements, etc. which are within the spirit and principles of the present application are intended to be included within the scope of the claims of the present application.
Claims (10)
1. A method of visualizing configured data, the method comprising:
distributing configuration authorities to a data visualization system according to different service demands to obtain user authority information;
determining basic configuration information of the visual system based on the user authority information;
according to the basic configuration information, carrying out query processing on dynamic parameters of service data to obtain a service data set related to the service data;
carrying out association matching on related data attributes of the service data set through a preset chart component to obtain a data packet to be displayed;
and carrying out visual display on the data package to be displayed so as to enable the data interface to complete data display on a visual large screen.
2. The method for visualizing configured data according to claim 1, wherein the allocation of configuration rights to the data visualization system according to different service requirements, to obtain user rights information, comprises:
the data visualization system registers and configures the uploaded user personal information to obtain user registration information;
according to the service data corresponding to the service requirement, the user registration information is subjected to user type division to obtain user type information;
based on the user type information, carrying out type division on the configuration rights to obtain user rights information of each user type information; wherein, the user type information at least comprises: manage users, design users, and view users.
3. The configured data visualization method according to claim 1, wherein determining basic configuration information of the visualization system based on the user rights information specifically comprises:
performing type division on the multi-type files in the visual system, and determining user data files corresponding to the user authority information; wherein the multi-type file comprises at least: picture files, chart files, and content attribute files;
performing type division on the data dictionary in the visualization system, and determining a user data dictionary corresponding to the user authority information; wherein, the data dictionary includes at least: a data source type file, a chart attribute file, and a data driver file;
wherein the basic configuration information is composed of the user data file and the user data dictionary.
4. A method of visualizing configured data as in claim 1, wherein prior to querying dynamic parameters of service data based on said basic configuration information to obtain a service data set related to said service data, said method further comprises:
according to the configuration parameters of the basic configuration information, parameter inquiry about a drive data source is carried out on a built-in drive database in the visual system, and the drive data source running the basic configuration information is identified; wherein the drive data source includes: mysql driver, oracle driver, elastiscearch driver, kudu driver;
if the identification of the driving data source fails, carrying out parameter query of the driving data source on the extension type driving database to obtain the extension type driving data source; wherein the extension class driving data source includes: jdbc class drive data sources and non-jdbc class drive data sources;
determining a configuration data source based on the basic configuration information; wherein the configuration data source comprises: a drive data source and an extension class drive data source.
5. The method for visualizing configured data as in claim 4, wherein the query processing is performed on the dynamic parameters of the service data according to the basic configuration information to obtain a service data set related to the service data, and the method specifically comprises:
acquiring dynamic parameters in service data corresponding to the service requirements through the configuration data source;
inquiring the dynamic parameters related to the visual data transmission parameters through a preset input database to obtain a data transmission path; wherein the data transmission path includes at least: a data request path, a data request content path, and a request header path;
according to a preset data conversion rule, carrying out data conversion on the configuration data source and the data transmission path to obtain a unified data query component;
the unified data query component is used for dividing the service data according to the two-dimensional chart, so as to obtain the service data set; wherein each of said business data sets corresponds to each of said two-dimensional chart attributes; the two-dimensional graph includes at least: a straight line graph, a column graph and a pie graph.
6. A method of visualizing configured data as in claim 5, wherein said data transformation comprises: js script translation and dictionary translation data translation.
7. The method for visualizing configured data according to claim 1, wherein the association matching of the related data attributes is performed on the service data set through a preset chart component, so as to obtain a data packet to be displayed, and specifically comprises:
acquiring data attributes in each service data set; wherein the data attributes include at least: fields, charts, connection relations, and service types;
performing association matching on the data attribute and the chart component to determine an association chart conforming to the data attribute; wherein the chart component comprises at least: hyperlinks, videos, inline frames, dashboards, and migration maps;
and carrying out association matching on the data attributes through the association chart, and carrying out packing treatment on the association chart with the matched data attributes to obtain the data packet to be displayed.
8. The configured data visualization method according to claim 1, wherein the visualized displaying the data packet to be displayed specifically includes:
according to the display size of the large visual screen, carrying out imaging thumbnail processing on the data to be displayed in the data packet to be displayed to obtain a data interface;
performing visualization processing on the data interface; wherein the visualization process includes: sharing visualizations, preview visualizations, design visualizations, and overall replication visualizations.
9. A configured data visualization device, the device comprising:
at least one processor; the method comprises the steps of,
a memory communicatively coupled to the at least one processor; wherein,
the memory stores instructions executable by the at least one processor to enable the at least one processor to perform a configured data visualization method according to any one of claims 1-8.
10. A non-volatile computer storage medium, characterized in that the storage medium is a non-volatile computer readable storage medium storing at least one program, each of said programs comprising instructions which, when executed by a terminal, cause the terminal to perform a configured data visualization method according to any of claims 1-8.
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| CN202311815568.4A CN117786184A (en) | 2023-12-26 | 2023-12-26 | Configured data visualization method, device and medium |
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| CN202311815568.4A CN117786184A (en) | 2023-12-26 | 2023-12-26 | Configured data visualization method, device and medium |
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