CN112464055A - Visual linkage system, method and device, computer equipment and storage medium - Google Patents
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Abstract
The application relates to a visual linkage system, a method, a device, computer equipment and a storage medium. The system comprises: the data processing module is used for carrying out multi-level cache processing on the target data, the data rendering module is used for loading and rendering the target data processed by the multi-level cache according to the time sequence of the target data to obtain rendered visual data, and the data display module is used for carrying out linkage display on the visual data. Because the multi-level cache processing comprises cache processing based on a solid state disk, a memory and a GUP, the data can be quickly loaded by utilizing three levels of cache for mass data, each time segment data can be quickly rendered into a picture, and the quick visual linkage display of data points is realized.
Description
Technical Field
The application relates to the technical field of internet, in particular to a visual linkage system, a visual linkage method, a visual linkage device, computer equipment and a storage medium.
Background
With the development of internet technology, information visualization processing of data becomes a research hotspot. The information visualization based on the central processing unit CPU comprises the visualization of spatial data and non-spatial data, the data is required to be stored, retrieved, classified and transmitted, the relationship among the data and the development trend are required to be known, and some abstract data are displayed in an interactive visual mode, so that the overall perception of the data is enhanced, and the cognitive ability and the cognitive level of people are enlarged. Information visualization is mainly a knowledge compression method, and is a method for compressing much information and related knowledge points into a small space.
However, with the development of big data technology, the prior art is difficult to satisfy the processing and visual display of mass data, and the visual processing effect on mass data is not good.
Disclosure of Invention
In view of the above, it is necessary to provide a visual linkage system, a method, an apparatus, a computer device and a storage medium for solving the above technical problems.
In a first aspect, a visual linkage system is provided, the system comprising: the system comprises a data processing module, a data rendering module and a data display module;
the data processing module is used for carrying out multi-level cache processing on the target data; the multi-level cache processing comprises cache processing based on a solid state disk, a memory and a GUP;
the data rendering module is used for loading and rendering the target data processed by the multi-level cache according to the time sequence of the target data to obtain rendered visual data;
and the data display module is used for displaying the visual data in a linkage manner.
In one embodiment, the data display module is configured to display the visual data in a linkage manner according to a preset time interval and a display time segment based on the time sequence of the target data.
In one embodiment, the data display module includes a geographic information display unit and a basic information display unit;
the geographic information display unit is used for displaying the geographic information of the target main body in the map data according to preset map data, the time sequence, the time interval and the display time segment of the target data; the geographic information includes two-dimensional coordinates of the target subject;
the basic information display unit is used for displaying the attribute information of the target main body according to preset map data, the time sequence of the target data, the time interval and the display time segment; the attribute information includes an operating parameter of the target subject.
In one embodiment, the data rendering module includes a modeling unit;
the modeling unit is used for carrying out aggregation statistics on the target data subjected to the multi-level cache processing from different dimensions according to the time sequence of the target data based on a preset data model to obtain a statistical result; and performing data rendering on the statistical result to obtain rendered visual data.
In one embodiment, the data rendering module is further configured to obtain a current split screen size, and perform adaptation processing on the data subjected to the multi-level cache processing according to the current split screen size to obtain an adapted result; performing data rendering on the result after the adaptation processing to obtain rendered visual data; the adaptation processing comprises background color processing, grid picture processing at each level and storage rule processing.
In one embodiment, the visualized chart component of the data presentation module comprises a bar chart, a pie chart, a scatter chart, a radar chart and a box line chart.
In a second aspect, a visual linkage method is provided, the method comprising:
acquiring target data, and performing multi-level cache processing on the target data based on a preset cache structure; the multi-level cache processing comprises cache processing based on a solid state disk, a memory and a GUP;
based on the time sequence of the target data, performing data rendering on the cached data according to the size and the identification of each split screen to obtain visual data of each split screen after the data rendering;
and displaying the visual data corresponding to each split screen in a linkage manner according to the identifier of each split screen and the time sequence of the target data.
In a third aspect, a visual linkage is provided, the device comprising:
the acquisition module is used for acquiring target data and carrying out multi-level cache processing on the target data based on a preset cache structure; the multi-level cache processing comprises cache processing based on a solid state disk, a memory and a GUP;
the rendering module is used for performing data rendering on the cached data according to the size and the identification of each split screen based on the time sequence of the target data to obtain visual data of each split screen after the data rendering;
and the display module is used for displaying the visual data corresponding to each split screen in a linkage manner according to the identifier of each split screen and the time sequence of the target data.
In a fourth aspect, a computer device is provided, which includes a memory and a processor, wherein the memory stores a computer program, and the processor implements the visual linkage method according to any one of the second aspects when executing the computer program.
In a fifth aspect, there is provided a computer readable storage medium having stored thereon a computer program which, when executed by a processor, implements the visual linkage method of any of the second aspects described above.
The visual linkage system, the visual linkage method, the visual linkage device, the computer equipment and the storage medium comprise: the data processing module is used for carrying out multi-level cache processing on the target data, the data rendering module is used for loading and rendering the target data processed by the multi-level cache according to the time sequence of the target data to obtain rendered visual data, and the data display module is used for carrying out linkage display on the visual data. Because the multi-level cache processing comprises cache processing based on a solid state disk, a memory and a GUP, the data can be quickly loaded by utilizing three levels of cache for mass data, each time segment data can be quickly rendered into a picture, and the quick visual linkage display of data points is realized.
Drawings
FIG. 1 is a diagram of an environment in which a visual linkage system may be used in one embodiment;
FIG. 2 is a schematic diagram of a configuration of a visualization linkage system in one embodiment;
FIG. 3 is a schematic diagram of a configuration of a visualization linkage system in one embodiment;
FIG. 4 is a schematic diagram of a configuration of a visualization linkage system in one embodiment;
FIG. 5 is a schematic diagram of a configuration of a visualization linkage system in one embodiment;
FIG. 6 is a flow diagram illustrating a method for visualizing a linkage in one embodiment;
FIG. 7 is a block diagram of a visualization linkage in one embodiment;
FIG. 8 is a diagram illustrating an internal structure of a computer device according to an embodiment.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the present application is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the present application and are not intended to limit the present application.
The visual linkage system provided by the application can be applied to the application environment shown in fig. 1. As shown in fig. 1, the visual linkage system 1 may operate based on a plurality of terminals 2 or a plurality of servers, and implement visual linkage information sharing of the plurality of terminals 2 or the plurality of servers.
In one embodiment, a visualization linkage system is provided, as shown in fig. 2, comprising: data processing module 01, data rendering module 02 and data display module 03, wherein:
the data processing module 01 is used for performing multi-level cache processing on target data; the multi-level cache processing comprises cache processing based on a solid state disk, a memory and a GUP;
the data rendering module 02 is configured to load the target data subjected to the multi-level cache processing according to the time sequence of the target data and perform rendering to obtain rendered visual data;
and the data display module 03 is used for displaying the visual data in a linkage manner.
Wherein, the millisecond-level million-level data rendering can be realized by utilizing the high-density computing rendering capability of the GPU, the rapid loading of data can be realized by utilizing three-level caches of a solid state disk, a memory and a GPU video memory for mass data,
in this embodiment, according to the time slices of the data, the data of each time slice can be quickly rendered into a map, a plurality of continuous time slices are played in a time axis manner, and the overall situation change of the data in the played time slices can be visually seen. Optionally, research and development of a thematic map visualization display technology based on geographic position information can realize comprehensive visualization rendering display by using third-party map data and position coordinate information of an existing GIS base map, an off-line map or Baidu and the like and combining data analysis results. Optionally, each level of administrative regions, business circles, industrial parks and tourist attractions boundary fence layers can be generated based on the geographic base map, real-time data calculation and linkage analysis in each level of administrative regions, business circles, industrial parks and tourist attractions or any circular or polygonal region are realized, the web application function display interface based on the PC version is adjusted and adapted to meet the display requirement of a high-resolution large screen, an interface control engine is arranged in the web application function display interface, synchronous interaction between the PC end and the large screen is supported, functions such as related function menus and query of large screen demonstration can be remotely controlled through operation on the interface of the control console, and the large screen demonstration is facilitated.
Above-mentioned visual linked system, visual linked system includes: the data processing module is used for carrying out multi-level cache processing on the target data, the data rendering module is used for loading and rendering the target data processed by the multi-level cache according to the time sequence of the target data to obtain rendered visual data, and the data display module is used for carrying out linkage display on the visual data. Because the multi-level cache processing comprises cache processing based on a solid state disk, a memory and a GUP, the data can be quickly loaded by utilizing three levels of cache for mass data, each time segment data can be quickly rendered into a picture, and the quick visual linkage display of data points is realized.
In one embodiment, the data display module 03 is configured to display the visual data in a linkage manner according to a preset time interval and a display time segment based on the time sequence of the target data.
The analysis scene needs to perform comparative analysis on data based on time series, and the general method is to compare and display the result of the time dimension which is counted in advance through a chart component. In this embodiment, based on the time sequence of the target data, the data of each time slice can be quickly rendered into a map, a plurality of consecutive time slices are played in a time axis manner, and the overall situation change of the data in the played time slice can be visually seen, which can be shown in fig. 3, which is not limited in this embodiment.
In the embodiment, the time from loading to drawing of the whole panoramic data is short, the panoramic thermodynamic diagram playing based on the time sequence can be supported, and the variation of the thermodynamic effect which changes along with the time like animation can be realized.
In one embodiment, as shown in fig. 4, the data presentation module 03 includes a geographical information presentation unit 031 and a basic information presentation unit 032, where:
a geographic information display unit 031, configured to display geographic information of the target subject in the map data according to preset map data, a time sequence, a time interval, and a display time segment of the target data; the geographic information includes two-dimensional coordinates of the target subject.
A basic information display unit 032, configured to display attribute information of a target subject according to preset map data, a time sequence of target data, a time interval, and a display time segment; the attribute information includes an operating parameter of the target subject.
In this embodiment, the geographic information display unit may display data of the target subject based on the map information, for example, the geographic information display unit may display a change of a thermodynamic effect in different areas, that is, a thermodynamic effect change in different areas after different identifications are presented in the same map by marking thermodynamic degrees in different areas with different identifications. The basic information display unit may display attribute information of different target subjects, for example, display attribute information such as coordinates and operation parameters of different regions, so that a worker may obtain a change condition of the operation parameters of different regions in real time
In this embodiment, the corresponding display data can be acquired based on different display units, the geographic state of the target body in the current map data can be visually and clearly displayed through the geographic information display unit, and the attribute state of the current target body can be known through the basic information display unit.
In one embodiment, as shown in fig. 5, the data rendering module 02 includes a modeling unit 021;
the modeling unit 021 is configured to perform aggregation statistics on the target data subjected to the multi-level cache processing from different dimensions according to a time sequence of the target data based on a preset data model to obtain a statistical result; and performing data rendering on the statistical result to obtain rendered visual data.
Based on a virtual Data Cube (Data Cube) modeling mode, views are associated to form a virtual Data Cube through a fact table, and dimensions and indexes are distinguished for field types in a Data Cube view. And performing aggregation statistics on the index measurement on multiple dimensions through a uniform interface, and rendering the result by a front-end component by adopting a uniform data model, such as a data visualization component of a multi-dimensional data billboard, a geographic hotspot graph and the like.
In this embodiment, the virtual Data Cube (Data Cube) modeling may not care about the real structure of Data storage, and may associate all dimensions and indexes to be analyzed into one Data set through a view, and then specify which columns are indexes and which columns are dimensions in the column field of the view. Therefore, when the dimension and the index are changed, only the view is changed and the index and the dimension column are reassigned, and the physical table structure storage is not recalculated and modeled in a whole disk, which is not limited in this embodiment.
In the embodiment, multi-angle cube modeling can be performed on an analysis scene, flexible combination and adjustment of related analysis are supported, and interactive exploration analysis is realized through modes such as linkage analysis and condition screening.
In one embodiment, the data rendering module 02 is further configured to obtain a current split screen size, and perform adaptation processing on the data subjected to the multi-level cache processing according to the current split screen size to obtain an adapted result; performing data rendering on the result after the adaptation processing to obtain rendered visual data; the adaptation processing comprises background color processing, grid picture processing at each level and storage rule processing.
Wherein, the original map file is processed according to the actual size of the high split screen. And generating a map raster file and rendering at high speed to meet the requirement of high-definition map background display by high split screens.
In this embodiment, the working end provides a map engine, which can directly read a map raster file on a disk, perform high-speed rendering, and support operations such as moving, zooming and the like of a map, so as to meet the requirement of high-definition map background display on a high-definition split screen. Optionally, according to the actual size of the high-resolution screen, background color processing, grid picture processing at each level, and storage rule processing are performed on the original map file, data rendering is performed on the processed result, rendered visual data is obtained, research and development of a multi-screen interaction technology and a high-resolution large-screen whole-screen output technology are completed, and this embodiment is not limited thereto.
In the embodiment, the adaptation of the display interface of the web application function based on the PC version is adjusted to meet the display requirement of a high-resolution large screen, the interface control engine is arranged in the system to support the synchronous interaction of the PC end and the large screen, and the functions of relevant function menus, inquiry and the like of large-screen demonstration can be remotely controlled by operating on the interface of the console, so that the large-screen demonstration is facilitated.
In one embodiment, the visualized chart components of the data presentation module 03 include bar charts, pie charts, scatter charts, radar charts, and box line charts.
The multiple charts analyze and display different dimensions, and other multiple charts can be filtered simultaneously after areas are drawn on the map at will. Optionally, the chart data of different dimensions may be displayed in different forms of visual chart components, for example, the temperature information of the target subject may be displayed by a line graph, and the data displayed in multiple dimensions are all analysis results of data ranges in the circled area in the map, which is not limited in this embodiment.
In the embodiment, the display of the chart information with different dimensions can be performed based on different visual chart components, so that the icon information with different dimensions can be more visual and clear.
The following describes in detail the technical solutions of the present application and how the technical solutions of the present application solve the above technical problems by embodiments and with reference to the drawings. The following several specific embodiments may be combined with each other, and details of the same or similar concepts or processes may not be repeated in some embodiments. It should be noted that, in the visualized linkage method provided in the embodiment of fig. 6 of the present application, the execution subject is a visualized linkage system, and may also be a visualized linkage device, and the visualized linkage device may be a part or all of the visualized linkage system through software, hardware, or a combination of software and hardware. In the following method embodiments, the following description will be given taking an example in which the execution subject is a visual linkage system.
In an embodiment, as shown in fig. 6, a visualization linkage method is provided, which relates to a process in which a visualization linkage system acquires target data, performs cache processing on the target data based on a preset cache structure, performs data rendering on the data after the cache processing according to the size and the identifier of each split screen based on a time sequence of the target data, obtains visualization data of each split screen after the data rendering, and displays visualization data corresponding to each split screen in a linkage manner according to the identifier of each split screen and the time sequence of the target data, and includes the following steps:
s201, acquiring target data, and performing multi-level cache processing on the target data based on a preset cache structure; the multi-level caching process comprises caching process based on a solid state disk, a memory and a GUP.
In this embodiment, millisecond-level million-level data rendering can be achieved by using the high-density computing rendering capability of the GPU, and fast loading of data can be achieved for mass data by using three levels of caches including the solid state disk, the memory and the GPU video memory, which is not limited in this embodiment.
S202, based on the time sequence of the target data, performing data rendering on the cached data according to the size and the identification of each split screen to obtain the visual data of each split screen after the data rendering.
In this embodiment, according to the time slices of the data, the data of each time slice can be quickly rendered into a map, a plurality of continuous time slices are played in a time axis manner, and the overall situation change of the data in the played time slices can be visually seen. Optionally, research and development of a thematic map visualization display technology based on geographic position information can realize comprehensive visualization rendering display by using third-party map data and position coordinate information of an existing GIS base map, an off-line map or Baidu and the like and combining data analysis results. According to the actual size of the high-resolution screen, background color processing, grid picture processing at each level and storage rule processing are performed on the original map file, so that a multi-screen interaction technology and high-resolution large-screen whole-screen output are completed, and the method is not limited in the embodiment.
And S203, displaying the visual data corresponding to each split screen in a linkage manner according to the marks of the split screens and the time sequence of the target data.
The region visualization support component can generate boundary fence layers of administrative regions, business circles, industrial parks and tourist attractions at all levels based on the geographic base map, so that real-time data calculation and linkage analysis in the administrative regions, the business circles, the industrial parks and the tourist attractions at all levels or any circular or polygonal regions are realized, and the embodiment does not limit the real-time data calculation and linkage analysis.
In this embodiment, the map base map is a map layer loaded and formed in a tile form, the service data is rendered into a transparent background picture according to a service scene by using a GPU server rendering technology at a server side for the service data and longitude and latitude coordinates of the service data, and then the map layer is superimposed on the map base map layer, and a synchronous magnification and level reduction can be performed. Optionally, the web application function display interface based on the PC version is adapted to meet the display requirement of a high-resolution large screen, an interface control engine is arranged in the web application function display interface, synchronous interaction between the PC side and the large screen is supported, and functions such as related function menus and query of large screen demonstration can be remotely controlled by operating on the interface of the console, so that large screen demonstration is facilitated, which is not limited in this embodiment.
In the visual linkage method, because the multi-level cache processing comprises cache processing based on the solid state disk, the memory and the GUP, the mass data can be quickly loaded by utilizing the three-level cache, the fragment data in each time can be quickly rendered into a picture, and the quick visual linkage display of the data points is realized.
The implementation principle and the technical effect of the visual linkage method provided by the embodiment are similar to those of the visual linkage system embodiment, and are not repeated herein.
It should be understood that, although the steps in the flowchart of fig. 6 are shown in order as indicated by the arrows, the steps are not necessarily performed in order as indicated by the arrows. The steps are not performed in the exact order shown and described, and may be performed in other orders, unless explicitly stated otherwise. Moreover, at least a portion of the steps in fig. 6 may include multiple steps or multiple stages, which are not necessarily performed at the same time, but may be performed at different times, which are not necessarily performed in sequence, but may be performed in turn or alternately with other steps or at least a portion of the other steps or stages.
In one embodiment, as shown in fig. 7, there is provided a visualization linkage comprising: an acquisition module 11, a rendering module 12 and a presentation module 13, wherein:
the acquisition module 11 is configured to acquire target data and perform multi-level cache processing on the target data based on a preset cache structure; the multi-level cache processing comprises cache processing based on a solid state disk, a memory and a GUP;
the rendering module 12 is configured to perform data rendering on the cached data according to the size and the identifier of each split screen based on the time sequence of the target data, and obtain visualized data of each split screen after the data rendering;
and the display module 13 is configured to display the visual data corresponding to each split screen in a linkage manner according to the identifier of each split screen and the time sequence of the target data.
For specific definition of the visual linkage, reference may be made to the definition of the visual linkage method above, and details are not repeated here. The modules in the visual linkage device can be wholly or partially realized by software, hardware and a combination thereof. The modules can be embedded in a hardware form or independent from a processor in the computer device, and can also be stored in a memory in the computer device in a software form, so that the processor can call and execute operations corresponding to the modules.
In one embodiment, a computer device is provided, which may be a server, and its internal structure diagram may be as shown in fig. 8. The computer device includes a processor, a memory, a communication interface, a display screen, and an input device connected by a system bus. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system and a computer program. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The communication interface of the computer device is used for carrying out wired or wireless communication with an external terminal, and the wireless communication can be realized through WIFI, an operator network, NFC (near field communication) or other technologies. The computer program is executed by a processor to implement a visual linkage method. The display screen of the computer equipment can be a liquid crystal display screen or an electronic ink display screen, and the input device of the computer equipment can be a touch layer covered on the display screen, a key, a track ball or a touch pad arranged on the shell of the computer equipment, an external keyboard, a touch pad or a mouse and the like.
Those skilled in the art will appreciate that the architecture shown in fig. 8 is merely a block diagram of some of the structures associated with the disclosed aspects and is not intended to limit the computing devices to which the disclosed aspects apply, as particular computing devices may include more or less components than those shown, or may combine certain components, or have a different arrangement of components.
In one embodiment, a computer device is provided, comprising a memory and a processor, the memory having a computer program stored therein, the processor implementing the following steps when executing the computer program:
acquiring target data, and performing multi-level cache processing on the target data based on a preset cache structure; the multi-level cache processing comprises cache processing based on a solid state disk, a memory and a GUP;
based on the time sequence of the target data, performing data rendering on the cached data according to the size and the identification of each split screen to obtain visual data of each split screen after the data rendering;
and displaying the visual data corresponding to each split screen in a linkage manner according to the identifier of each split screen and the time sequence of the target data.
The implementation principle and technical effect of the computer device provided by the above embodiment are similar to those of the above method embodiment, and are not described herein again.
In one embodiment, a computer-readable storage medium is provided, having a computer program stored thereon, which when executed by a processor, performs the steps of:
acquiring target data, and performing multi-level cache processing on the target data based on a preset cache structure; the multi-level cache processing comprises cache processing based on a solid state disk, a memory and a GUP;
based on the time sequence of the target data, performing data rendering on the cached data according to the size and the identification of each split screen to obtain visual data of each split screen after the data rendering;
and displaying the visual data corresponding to each split screen in a linkage manner according to the identifier of each split screen and the time sequence of the target data.
The implementation principle and technical effect of the computer-readable storage medium provided by the above embodiments are similar to those of the above method embodiments, and are not described herein again.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware instructions of a computer program, which can be stored in a non-volatile computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. Any reference to memory, storage, database or other medium used in the embodiments provided herein can include at least one of non-volatile and volatile memory. Non-volatile Memory may include Read-Only Memory (ROM), magnetic tape, floppy disk, flash Memory, optical storage, or the like. Volatile Memory can include Random Access Memory (RAM) or external cache Memory. By way of illustration and not limitation, RAM can take many forms, such as Static Random Access Memory (SRAM) or Dynamic Random Access Memory (DRAM), among others.
The technical features of the above embodiments can be arbitrarily combined, and for the sake of brevity, all possible combinations of the technical features in the above embodiments are not described, but should be considered as the scope of the present specification as long as there is no contradiction between the combinations of the technical features.
The above-mentioned embodiments only express several embodiments of the present application, and the description thereof is more specific and detailed, but not construed as limiting the scope of the invention. It should be noted that, for a person skilled in the art, several variations and modifications can be made without departing from the concept of the present application, which falls within the scope of protection of the present application. Therefore, the protection scope of the present patent shall be subject to the appended claims.
Claims (10)
1. A visual linkage system, the system comprising: the system comprises a data processing module, a data rendering module and a data display module;
the data processing module is used for carrying out multi-level cache processing on the target data; the multi-level cache processing comprises cache processing based on a solid state disk, a memory and a GUP;
the data rendering module is used for loading the target data processed by the multi-level cache according to the time sequence of the target data and rendering the target data to obtain rendered visual data;
and the data display module is used for displaying the visual data in a linkage manner.
2. The visualization linkage system according to claim 1, wherein the data display module is configured to display the visualization data in a linkage manner according to a preset time interval and a display time segment based on the time sequence of the target data.
3. The visual linkage system according to claim 2, wherein the data presentation module comprises a geographic information presentation unit and a base information presentation unit;
the geographic information display unit is used for displaying the geographic information of the target main body in the map data according to preset map data, the time sequence of the target data, the time interval and the display time segment; the geographic information comprises two-dimensional coordinates of the target subject;
the basic information display unit is used for displaying the attribute information of the target main body according to preset map data, the time sequence of the target data, the time interval and the display time segment; the attribute information includes an operating parameter of the target subject.
4. The visualization linkage system of claim 1, wherein the data rendering module comprises a modeling unit;
the modeling unit is used for carrying out aggregation statistics on the target data processed by the multi-level cache from different dimensions according to the time sequence of the target data based on a preset data model to obtain a statistical result; and performing data rendering on the statistical result to obtain rendered visual data.
5. The visualization linkage system according to claim 4, wherein the data rendering module is further configured to obtain a current split screen size, and perform adaptation processing on the data subjected to the multilevel cache processing according to the current split screen size to obtain an adapted result; performing data rendering on the result after the adaptation processing to obtain rendered visual data; the adaptation processing comprises background color processing, grid picture processing at each level and storage rule processing.
6. A visual linkage system according to any one of claims 1 to 5, wherein the visual chart components of the data presentation module include bar charts, pie charts, scatter charts, radar charts, box line charts.
7. A visual linkage method, the method comprising:
acquiring target data, and performing multi-level cache processing on the target data based on a preset cache structure; the multi-level cache processing comprises cache processing based on a solid state disk, a memory and a GUP;
based on the time sequence of the target data, performing data rendering on the cached data according to the size and the identification of each split screen to obtain visual data of each split screen after the data rendering;
and displaying the visual data corresponding to each split screen in a linkage manner according to the identification of each split screen and the time sequence of the target data.
8. A visual linkage, the device comprising:
the system comprises an acquisition module, a cache module and a cache module, wherein the acquisition module is used for acquiring target data and carrying out multi-level cache processing on the target data based on a preset cache structure; the multi-level cache processing comprises cache processing based on a solid state disk, a memory and a GUP;
the rendering module is used for performing data rendering on the cached data according to the size and the identification of each split screen based on the time sequence of the target data to obtain visual data of each split screen after the data rendering;
and the display module is used for displaying the visual data corresponding to each split screen in a linkage manner according to the identification of each split screen and the time sequence of the target data.
9. A computer device comprising a memory and a processor, the memory storing a computer program, characterized in that the processor realizes the steps of the method of any of claim 7 when executing the computer program.
10. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the steps of the method of any one of claims 7.
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN114237791A (en) * | 2021-11-26 | 2022-03-25 | 维沃移动通信有限公司 | Chart display method and device, electronic equipment and medium |
| CN114911596A (en) * | 2022-05-16 | 2022-08-16 | 北京百度网讯科技有限公司 | Scheduling method and device for model training, electronic equipment and storage medium |
| CN115357741A (en) * | 2022-10-24 | 2022-11-18 | 湖南省第二测绘院 | Online statistical service method and system for spatial data of natural resources |
| CN116339706A (en) * | 2022-10-18 | 2023-06-27 | 杭州比智科技有限公司 | Method and system for realizing linkage of visual components based on data visual scene |
| CN116881655A (en) * | 2023-07-06 | 2023-10-13 | 中节能风力发电股份有限公司 | Wind power data processing method, system and storage medium based on scatter diagram linkage |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN114237791A (en) * | 2021-11-26 | 2022-03-25 | 维沃移动通信有限公司 | Chart display method and device, electronic equipment and medium |
| CN114911596A (en) * | 2022-05-16 | 2022-08-16 | 北京百度网讯科技有限公司 | Scheduling method and device for model training, electronic equipment and storage medium |
| CN116339706A (en) * | 2022-10-18 | 2023-06-27 | 杭州比智科技有限公司 | Method and system for realizing linkage of visual components based on data visual scene |
| CN116339706B (en) * | 2022-10-18 | 2024-05-14 | 杭州比智科技有限公司 | Method and system for realizing linkage of visual components based on data visual scene |
| CN115357741A (en) * | 2022-10-24 | 2022-11-18 | 湖南省第二测绘院 | Online statistical service method and system for spatial data of natural resources |
| CN115357741B (en) * | 2022-10-24 | 2023-01-03 | 湖南省第二测绘院 | Online statistical service method and system for spatial data of natural resources |
| CN116881655A (en) * | 2023-07-06 | 2023-10-13 | 中节能风力发电股份有限公司 | Wind power data processing method, system and storage medium based on scatter diagram linkage |
| CN116881655B (en) * | 2023-07-06 | 2024-02-27 | 中节能风力发电股份有限公司 | Wind power data processing method, system and storage medium based on scatter diagram linkage |
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