CN114647409A - Large-screen visualization application creation platform, method, computing device and storage medium - Google Patents
Large-screen visualization application creation platform, method, computing device and storage medium Download PDFInfo
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F8/00—Arrangements for software engineering
- G06F8/30—Creation or generation of source code
- G06F8/34—Graphical or visual programming
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
- G06F3/0482—Interaction with lists of selectable items, e.g. menus
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0484—Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range
- G06F3/0486—Drag-and-drop
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- G06F8/33—Intelligent editors
Abstract
The invention discloses a large-screen visualization application creation platform, a large-screen visualization application creation method, computing equipment and a storage medium. According to the technical scheme provided by the invention, the large-screen visualization application creation platform comprises: the data source management module is used for configuring and processing multi-source data and providing data connection support for the visual chart; the pattern recognition module is used for recognizing the multi-dimensional information in the large-screen visual application design draft and expressing a recognition result based on the data protocol specification; the assembly template is used for providing a visual assembly and a visual large-screen template, and the visual assembly and the visual large-screen template are utilized for combining a plurality of visual assemblies in the visual large-screen template; and the resource configuration module is used for providing a graphical canvas editor and configuring and generating the large-screen visualization application. According to the invention, the large-screen visual application can be simply and quickly created by identifying the multi-dimensional information in the data resource, so that the user experience is greatly improved.
Description
Technical Field
The invention relates to the field of big data processing, in particular to a large-screen visualization application creation platform, a method, computing equipment and a computer storage medium.
Background
Data processing as one of the most important technologies in the big data era, a number of processing methods have been developed. The data visualization is a very effective data processing mode due to the characteristics of intuition and conciseness. The data is characterized by large-screen visualization, large area, gorgeous dynamic effect, rich colors, independent themes and the like, so that the data can effectively help business personnel to find and diagnose problems in the fields of retail, logistics, electric power, water conservancy, environmental protection and traffic in an interactive mode, and becomes an important part in a big data solution.
In the prior art, a chart in a large data screen is usually visualized and displayed by adopting plug-ins such as Echart and Chart. However, such chart plug-ins only provide a method class library, require professional developers to perform coding development, have too high a use threshold for ordinary users, and have a long development period. Meanwhile, the developer has insufficient experience in displaying different types of complex data, the design and development process of such plug-ins needs to communicate with design rationality and technical feasibility repeatedly, and the types of the charts still need to be modified frequently after the plug-ins are on line to display real data more reasonably and beautifully. For analysis and presentation of non-traditional report type data, there is a lack of related component or tool support, and problems related to resolution adaptation also arise. In the prior art, the large-screen visual development of data is high in difficulty and low in development efficiency, the large data cannot be effectively analyzed and displayed, and the user experience is greatly influenced.
Disclosure of Invention
In view of the above, the present invention has been made to provide a large-screen visualization application creation platform and a corresponding large-screen visualization application creation method, a computing device, and a computer storage medium that overcome or at least partially solve the above-mentioned problems.
According to an aspect of the present invention, there is provided a large-screen visualization application creation platform, the platform including:
the data source management module is used for configuring and processing multi-source data and providing data connection support for the visual chart;
the pattern recognition module is used for recognizing the multi-dimensional information in the large-screen visual application design draft and expressing a recognition result based on a data protocol specification;
the assembly template is used for providing a visual assembly and a visual large-screen template, and the visual assembly and the visual large-screen template are utilized for combining a plurality of visual assemblies in the visual large-screen template;
and the resource configuration module is used for providing a graphical canvas editor and configuring and producing the large-screen visualization application.
In the foregoing solution, the configuring and processing multi-source data to provide data connection support for a visual chart further includes:
by acquiring multi-source data to serve as a data basis of the visual chart, a large amount of data requirements of the large-screen visual application are met.
In the foregoing solution, the identifying the multidimensional information in the large-screen visual application design further includes:
identifying chart information in the large-screen visual application design draft to obtain an identification result;
separating the layers in the large-screen visual application design draft, and performing standardized processing on layer data and meta information by combining the identification result;
and converting the two-dimensional absolute positioning map layer layout into a relative positioning and Flex layout.
In the foregoing solution, the expressing the recognition result based on the data protocol specification further includes:
converting the recognition result into a standard structural description;
and converting the structural description into a corresponding visual component and configuration information thereof through the data protocol specification, and generating the corresponding visual component according to the configuration information.
In the above scheme, providing the visual component and the visual large-screen template, and using the visual component and the visual large-screen template, the combining of a plurality of visual components in the visual large-screen template further includes:
the visualization component comprises different graphical chart class components; the visual large-screen template comprises different scene templates;
placing the visualization component within the canvas created by the visualization large screen template by selecting different scene template creation canvases in the visualization large screen template;
and according to the industry to which the large-screen visualization application belongs, creating a corresponding combination of visualization components in the canvas according to industry characteristics and historical experience.
In the foregoing solution, the resource configuration module is configured to provide a graphical canvas editor, and configure and generate the large-screen visualization application further includes:
and utilizing a canvas editor to rapidly generate the large-screen visual application through dragging and clicking, and editing the configuration information of the large-screen visual application.
In the above solution, the platform further includes:
the layer column is used for adding or deleting layers and displaying visual components contained in the selected layers;
the component list bar is used for adding visual components;
the configuration panel is used for adding or managing the sub-components and configuring and modifying the configuration information of the visual components.
According to another aspect of the present invention, there is provided a large-screen visualization application creation method, the method including:
configuring and processing multi-source data, and providing data connection support for a visual chart;
identifying multi-dimensional information in the large-screen visual application design draft, and expressing an identification result based on a data protocol specification;
providing a visual component and a visual large-screen template, and combining a plurality of visual components in the visual large-screen template by using the visual component and the visual large-screen template;
providing a graphical canvas editor and configuring generation of the large screen visualization application.
According to yet another aspect of the present invention, there is provided a computing device comprising: the system comprises a processor, a memory, a communication interface and a communication bus, wherein the processor, the memory and the communication interface are communicated with each other through the communication bus;
the memory is used for storing at least one executable instruction, and the executable instruction enables the processor to execute the operation corresponding to the large-screen visualization application creation method.
According to still another aspect of the present invention, there is provided a computer storage medium having at least one executable instruction stored therein, where the executable instruction causes a processor to perform operations corresponding to the method for creating a large-screen visualization application as described above.
According to the technical scheme provided by the invention, the large-screen visualization application creation platform comprises: the data source management module is used for configuring and processing multi-source data and providing data connection support for the visual chart; the pattern recognition module is used for recognizing the multi-dimensional information in the large-screen visual application design draft and expressing a recognition result based on the data protocol specification; the assembly template is used for providing a visual assembly and a visual large-screen template, and the visual assembly and the visual large-screen template are utilized for combining a plurality of visual assemblies in the visual large-screen template; and the resource configuration module is used for providing a graphical canvas editor and configuring and generating the large-screen visualization application. The platform solves the problems that a visualization tool applied to a chart in a data large screen needs professional coding development, the tool use threshold is high, the development period is long, the difficulty is high, the efficiency is low, and the analysis and display of large data are difficult to effectively support in the prior art. Through the large-screen visual application creation platform, the usability of data visual display and visual application construction is effectively improved, and the user experience is effectively improved.
The foregoing description is only an overview of the technical solutions of the present invention, and the embodiments of the present invention are described below in order to make the technical means of the present invention more clearly understood and to make the above and other objects, features, and advantages of the present invention more clearly understandable.
Drawings
Various other advantages and benefits will become apparent to those of ordinary skill in the art upon reading the following detailed description of the preferred embodiments. The drawings are only for purposes of illustrating the preferred embodiments and are not to be construed as limiting the invention. Also, like reference numerals are used to refer to like parts throughout the drawings. In the drawings:
FIG. 1 illustrates a structural schematic diagram of a large screen visualization application creation platform according to one embodiment of the present invention;
FIG. 2 is a flow diagram illustrating a method for pattern recognition and expression in accordance with an embodiment of the present invention;
FIG. 3 shows a schematic diagram of a resource configuration module of one embodiment of the invention;
FIG. 4 shows a system architecture diagram of a large screen visualization creation platform according to one embodiment of the invention;
FIG. 5 shows a visualization application creation flow diagram based on a large-screen visualization application creation platform according to an embodiment of the invention;
FIG. 6 illustrates a configuration data source diagram of a large screen visualization application creation platform, according to one embodiment of the present invention;
FIG. 7 is a flowchart illustrating a large screen visualization application creation method according to an embodiment of the invention;
FIG. 8 illustrates a schematic structural diagram of a computing device according to an embodiment of the present invention.
Detailed Description
Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the disclosure to those skilled in the art.
Fig. 1 is a schematic structural diagram of a large-screen visualization application creation platform according to an embodiment of the present invention, and as shown in fig. 1, the large-screen visualization application creation platform includes: a data source management module 101, a graph recognition module 102, a component template 103 and a resource configuration module 104; wherein the content of the first and second substances,
the data source management module 101 is configured to configure and process multi-source data, and provide data connection support for a visual chart;
specifically, the configuring and processing multi-source data to provide data connection support for a visual chart includes:
by acquiring multi-source data to serve as a data basis of a visual chart, a large amount of data requirements of the large-screen visual application are met.
Preferably, the data element management module 101 may provide multiple types of data configurations to process multi-source data, where the platform supporting direct connection source data types may include at least: MySQL, SQL Server, Postgre SQL, Oracle, DB2, GBase, GreenPlum, Presto, Kylin, Hive, Spark SQL, Impala, Clickhouse, Teradata; in addition, the platform supports Excel/CSV (Comma-Separated Values, Comma-Separated value file format) uploading, and binds data of the visual chart in a static JSON (JavaScript Object Notation) manner by an API (Application Programming Interface) request.
The pattern recognition module 102 is used for recognizing the multi-dimensional information in the large-screen visual application design draft and expressing a recognition result based on the data protocol specification;
specifically, the identifying the multi-dimensional information in the large-screen visualization application design draft further includes:
identifying chart information in the large-screen visual application design draft to obtain an identification result; separating layers in the large-screen visual application design draft, and combining the identification result to carry out standardized processing on layer data and meta information; the two-dimensional absolute positioning map layer layout is converted into a relative positioning and Flex layout (Flexible Box, elastic layout).
Specifically, the expressing the recognition result based on the data protocol specification further includes:
converting the recognition result into a standard structural description; and converting the structural description into a corresponding visual component and configuration information thereof through the data protocol specification, and generating the corresponding visual component according to the configuration information.
Preferably, the graph recognition module provides recognition capability and expression capability of the large-screen visualization application design draft, is used for converting the large-screen visualization application design draft into a standard structural description, and outputs data to access the data large-screen visualization application, so as to complete mapping association of the large-screen visualization application design draft to the chart component.
The identification capability identifies multidimensional information such as layer data, layer layout, data fields and chart components contained in a large-screen visual application design analysis place through machine intelligence; the expression capability associates the recognition result with the attribute (configuration information) of the visual component by using a set of data protocol specification (JSON Schema), so that the recognition result can be mapped to the specific corresponding field. As shown in fig. 2, fig. 2 is a flow chart of a pattern recognition and expression method according to an embodiment of the present invention. Wherein the content of the first and second substances,
step S201, chart components in the large-screen visual application design draft are identified through the graph identification capacity.
Preferably, the chart assembly includes at least: and basic visual chart components such as bar charts, pie charts, bar charts, line charts and the like.
Step S202, separating layers in the large-screen visual application design draft of the large-screen visual application, and combining the processing result of the previous layer to perform normalized processing on the layer data and the meta information.
Step S203, converting the two-dimensional absolute positioning map layer layout into a relative positioning and Flex layout, and outputting the identification result.
In step S204, the recognition result is converted into a standard structured description through a DSL (Domain-Specific Language) Domain Specific Language.
Preferably, the structured description of the recognition result at least comprises: component type, component location, layout style, data type, text field, etc.
Step S205, convert the generated structural description into corresponding diagram components and configuration through the data protocol specification, and generate a diagram page.
Preferably, the content in the data protocol specification at least includes: component containers, component types, chart data, data types, chart dimensions, chart titles, prompt information, coordinate axis configurations, and the like; the data protocol specification uses the JSON Schema format.
And the component template 103 is used for providing a visualization component and a visualization large-screen template, and combining a plurality of visualization components in the visualization large-screen template by using the visualization component and the visualization large-screen template.
Specifically, the visualization components include different graphical icon class components; the visual large-screen template comprises different scene templates;
placing the visualization component within the canvas created by the visualization large screen template by selecting different scene template creation canvases in the visualization large screen template;
and according to the industry to which the large-screen visualization application belongs, creating a corresponding combination of visualization components in the canvas according to industry characteristics and historical experience.
Preferably, the component template is a resource library of the large-screen visualization application creation platform; wherein the content of the first and second substances,
the visualization component includes at least: common charts, map components, auxiliary graphs and dynamic effect components;
the visual large-screen template at least comprises: the method comprises the steps of command center, geographic analysis, real-time monitoring, reporting and displaying of various scene templates. The scene template in the visualization large-screen template is a combination of a series of visualization components which are created in advance according to different industry characteristics and historical experience, and is a higher-dimensional package for the visualization components.
And the resource configuration module 104 is used for providing a graphical canvas editor and configuring and generating the large-screen visualization application.
Specifically, the canvas editor is utilized to rapidly generate the large-screen visual application through dragging and clicking, and the configuration information of the large-screen visual application is edited.
Preferably, the canvas editor may include at least: the device comprises a layer management module, a component list module, a toolbar module, a page setting module and a component setting module; through the canvas editor, modules in the canvas editor are directly used for dragging and clicking, a business module is quickly created, and professional large-screen visualization application can be quickly created without professional programmers. FIG. 3 shows a schematic diagram of a resource configuration module of one embodiment of the invention. The middle part of fig. 3 is a canvas, one column on the left side is a component list, one column on the right side is a component setting module, fig. 3 is only used for explaining that the content in the canvas can be edited by a canvas editor in the resource configuration module, and specific data, information and other display details in each layer, component and content displayed by the canvas shown in fig. 3 do not constitute limitations on the present invention.
Preferably, the created large-screen visual application can be published and shared, multi-resolution adaptation is supported, and adaptation of unconventional splicing resolution is achieved.
Specifically, the large-screen visualization application creation platform further includes: the device comprises a layer column, a component list column and a configuration panel; wherein the content of the first and second substances,
the layer column is used for adding or deleting layers and displaying visual components contained in the selected layers;
the component list bar is used for adding visual components;
the configuration panel is used for adding or managing the sub-components and configuring and modifying the configuration information of the visual components.
FIG. 4 shows a system architecture diagram of a large screen visualization creation platform, according to one embodiment of the invention. As shown in fig. 4, the system architecture of the large-screen visualization creation platform includes: the system comprises a data source layer, a graph recognition layer, a component template layer and a resource allocation layer; wherein the content of the first and second substances,
the data source layer internal architecture further comprises: common databases/data platforms, common APIs, static data, audio and video streaming media.
Data query, acquisition condition configuration, data filtering and online data format conversion are required to be carried out on the data source layer.
The pattern recognition layer internal architecture further comprises: layers, layouts, data fields, chart components.
The component template layer internal architecture further comprises: common charts, map components, auxiliary graphics, dynamic effect components, numerical indicators, video stream components, interactable components, and large visual screen templates.
The resource allocation layer internal architecture further comprises: component style configuration, online data mapping, component/page interaction configuration and mobile control terminal configuration.
Preferably, the system architecture further comprises public publishing, encrypted sharing and screen projection with a customized resolution.
Fig. 5 is a schematic diagram illustrating a visualization application creation flow based on a large-screen visualization application creation platform according to an embodiment of the present invention.
Step S501, a graph is recognized through a graph recognition module, a large screen is quickly created, a large-screen visual application design draft is selected, a result page generated based on the current design draft is entered after uploading is successful, a generated result style is selected on the page, and the large-screen visual application is created through one key.
Step S502, clicking a corresponding component on a list column of components on the left side of the canvas to add the component into the canvas; selecting an added component in the canvas may add or manage sub-components in the configuration panel on the right.
Step S503, clicking and selecting one component in the left layer column; in the right configuration panel, the style configuration of the components is adjusted and modified as required; the configuration items of the visualization component include the chart size, chart position, rotation angle, transparency, and other property styles of the component.
Step S504, selecting a data tab in the right-side style panel, and configuring a data source by a single machine; in the set data source page, the type and script of the data source, the data field mapping, the automatic update frequency, the configuration of the data filter, and the viewing of the data response results may be modified.
As shown in fig. 6, fig. 6 shows a configuration data source diagram of a large screen visualization application creation platform according to an embodiment of the invention. Fig. 6 is only used to illustrate that data in a selected data source can be modified through a data tab, and the data, information and other display details of the data source (data diagram) shown in fig. 6 do not limit the present invention.
Step S505, previewing the preview icon at the upper right corner of the stand-alone canvas editor to preview the visual application; clicking a publishing icon at the upper right corner of the canvas editor, and triggering a large publishing screen in the middle of a publishing dialog box; and after the browser is opened, pasting the generated link into an address bar, and thus, the successfully published visual application can be viewed on line.
According to the large-screen visualization application creation platform provided by the embodiment, the data source management module is used for configuring and processing multi-source data and providing data connection support for the visualization chart; the pattern recognition module is used for recognizing the multi-dimensional information in the large-screen visual application design draft and expressing a recognition result based on the data protocol specification; the assembly template is used for providing a visual assembly and a visual large-screen template, and the visual assembly and the visual large-screen template are utilized for combining a plurality of visual assemblies in the visual large-screen template; and the resource configuration module is used for providing a graphical canvas editor and configuring and generating the large-screen visualization application. By utilizing the large-screen visual application creation platform provided by the invention, multi-source complex data and charts can be processed and converted into corresponding chart components and relevant configuration, meanwhile, multi-dimensional information such as the chart layer, the layout data field, the chart components and the like can be intelligently analyzed from a design draft by utilizing the graph recognition capability, and the large-screen visual application which is adaptive to the data is generated through a very simple operation mode. Based on the summary of characteristics and historical experience of various industries, under the condition of ensuring the maturity of the created large-screen visual application, the development threshold and the development period of the application are effectively reduced, the seamless connection from the design to the research and development link and the zero distortion of the design reduction are realized based on the graph recognition capability, the efficiency and the simplicity of creating the large-screen visual application by a user are improved, meanwhile, the effective support for the analysis and the display of the large data is realized, and the display requirements of the user in the services of conference exhibition, business monitoring, risk early warning, geographic information analysis and the like are greatly met.
Fig. 7 is a flowchart illustrating a method for creating a large-screen visualization application according to an embodiment of the present invention, and as shown in fig. 7, the method includes the following steps:
step S701, configuring and processing multi-source data, and providing data connection support for the visual chart.
Specifically, a large amount of data requirements of the large-screen visualization application are met by acquiring multi-source data as a data basis of the visualization chart.
Step S702, identifying the multi-dimensional information in the large-screen visual application design draft, and expressing the identification result based on the data protocol specification.
Specifically, identifying chart information in the large-screen visual application design draft to obtain an identification result; separating the layers in the large-screen visual application design draft, and performing standardized processing on layer data and meta information by combining the identification result; and converting the two-dimensional absolute positioning map layer layout into a relative positioning and Flex layout.
Specifically, the recognition result is converted into a standard structural description; and converting the structural description into a corresponding visual component and configuration information thereof through the data protocol specification, and generating the corresponding visual component according to the configuration information.
Step S703, providing a visualization component and a visualization large-screen template, and combining a plurality of visualization components in the visualization large-screen template by using the visualization component and the visualization large-screen template.
Specifically, the visualization components include different graphic chart type components; the visual large-screen template comprises different scene templates; placing the visualization component within the canvas created by the visualization large screen template by selecting different scene template creation canvases in the visualization large screen template; and according to the industry to which the large-screen visualization application belongs, creating a corresponding combination of visualization components in the canvas according to industry characteristics and historical experience.
Step S704, providing a graphical canvas editor, and configuring and generating the large-screen visualization application.
Specifically, the canvas editor is utilized to rapidly generate the large-screen visual application through dragging and clicking, and the configuration information of the large-screen visual application is edited.
According to the large-screen visualization application creation method provided by the embodiment, multi-source data is configured and processed, and data connection support is provided for a visualization chart; identifying multi-dimensional information in the large-screen visual application design draft, and expressing an identification result based on a data protocol specification; providing a visual component and a visual large-screen template, and combining a plurality of visual components in the visual large-screen template by using the visual component and the visual large-screen template; providing a graphical canvas editor and configuring generation of the large screen visualization application. The large-screen visual application creation platform provided by the invention can be used for processing multi-source complex data and charts, converting the data and the charts into corresponding chart components and related configurations, and meanwhile, analyzing multi-dimensional information such as the charts, layout data fields, the chart components and the like from a design draft intelligently by utilizing the graph recognition capability, and generating the large-screen visual application which is adaptive to the data through a very simple operation mode. Based on the summary of characteristics and historical experience of various industries, under the condition of ensuring the maturity of the created large-screen visual application, the development threshold and the development period of the application are effectively reduced, the seamless connection from the design to the research and development link and the zero distortion of the design reduction are realized based on the graph recognition capability, the efficiency and the simplicity of creating the large-screen visual application by a user are improved, meanwhile, the effective support for the analysis and the display of the large data is realized, and the display requirements of the user in the services of conference exhibition, business monitoring, risk early warning, geographic information analysis and the like are greatly met.
The invention further provides a nonvolatile computer storage medium, and at least one executable instruction is stored in the computer storage medium and can execute the large-screen visualization application creation method in any method embodiment.
Fig. 8 is a schematic structural diagram of a computing device according to an embodiment of the present invention, and the specific embodiment of the present invention does not limit the specific implementation of the computing device.
As shown in fig. 8, the computing device may include: a processor (processor)802, a communication Interface 804, a memory 806, and a communication bus 808.
Wherein:
the processor 802, communication interface 804, and memory 806 communicate with each other via a communication bus 808.
A communication interface 804 for communicating with network elements of other devices, such as clients or other servers.
The processor 802 is configured to execute the program 810, and may specifically execute relevant steps in the embodiment of the large-screen visualization application creation method described above.
In particular, the program 810 may include program code comprising computer operating instructions.
The processor 802 may be a central processing unit CPU, or an Application Specific Integrated Circuit (ASIC), or one or more Integrated circuits configured to implement embodiments of the present invention. The computing device includes one or more processors, which may be the same type of processor, such as one or more CPUs; or may be different types of processors such as one or more CPUs and one or more ASICs.
The memory 806 stores a program 810. The memory 806 may comprise high-speed RAM memory, and may also include non-volatile memory (non-volatile memory), such as at least one disk memory.
The program 810 may be specifically configured to cause the processor 802 to perform a large screen visualization application creation method in any of the method embodiments described above. For specific implementation of each step in the program 810, reference may be made to corresponding steps and corresponding descriptions in units in the embodiment of the large-screen visualization application creation method, which are not described herein again. It can be clearly understood by those skilled in the art that, for convenience and brevity of description, the specific working processes of the above-described devices and modules may refer to the corresponding process descriptions in the foregoing method embodiments, and are not described herein again.
The algorithms and displays presented herein are not inherently related to any particular computer, virtual machine, or other apparatus. Various general purpose systems may also be used with the teachings herein. The required structure for constructing such a system is apparent from the description above. Moreover, the present invention is not directed to any particular programming language. It is appreciated that a variety of programming languages may be used to implement the teachings of the present invention as described herein, and any descriptions of specific languages are provided above to disclose the best mode of the invention.
In the description provided herein, numerous specific details are set forth. It is understood, however, that embodiments of the invention may be practiced without these specific details. In some instances, well-known methods, structures and techniques have not been shown in detail in order not to obscure an understanding of this description.
Similarly, it should be appreciated that in the foregoing description of exemplary embodiments of the invention, various features of the invention are sometimes grouped together in a single embodiment, figure, or description thereof for the purpose of streamlining the disclosure and aiding in the understanding of one or more of the various inventive aspects. However, the disclosed method should not be interpreted as reflecting an intention that: that the invention as claimed requires more features than are expressly recited in each claim. Rather, as the following claims reflect, inventive aspects lie in less than all features of a single foregoing disclosed embodiment. Thus, the claims following the detailed description are hereby expressly incorporated into this detailed description, with each claim standing on its own as a separate embodiment of this invention.
Those skilled in the art will appreciate that the modules in the device in an embodiment may be adaptively changed and disposed in one or more devices different from the embodiment. The modules or units or components of the embodiments may be combined into one module or unit or component, and furthermore they may be divided into a plurality of sub-modules or sub-units or sub-components. All of the features disclosed in this specification (including any accompanying claims, abstract and drawings), and all of the processes or elements of any method or apparatus so disclosed, may be combined in any combination, except combinations where at least some of such features and/or processes or elements are mutually exclusive. Each feature disclosed in this specification (including any accompanying claims, abstract and drawings) may be replaced by alternative features serving the same, equivalent or similar purpose, unless expressly stated otherwise.
Furthermore, those skilled in the art will appreciate that while some embodiments described herein include some features included in other embodiments, rather than other features, combinations of features of different embodiments are meant to be within the scope of the invention and form different embodiments. For example, in the claims, any of the claimed embodiments may be used in any combination.
The various component embodiments of the invention may be implemented in hardware, or in software modules running on one or more processors, or in a combination thereof. Those skilled in the art will appreciate that a microprocessor or Digital Signal Processor (DSP) may be used in practice to implement some or all of the functionality of some or all of the components in accordance with embodiments of the present invention. The present invention may also be embodied as apparatus or device programs (e.g., computer programs and computer program products) for performing a portion or all of the methods described herein. Such programs implementing the present invention may be stored on computer-readable media or may be in the form of one or more signals. Such a signal may be downloaded from an internet website or provided on a carrier signal or in any other form.
It should be noted that the above-mentioned embodiments illustrate rather than limit the invention, and that those skilled in the art will be able to design alternative embodiments without departing from the scope of the appended claims. In the claims, any reference signs placed between parentheses shall not be construed as limiting the claim. The word "comprising" does not exclude the presence of elements or steps not listed in a claim. The word "a" or "an" preceding an element does not exclude the presence of a plurality of such elements. The invention may be implemented by means of hardware comprising several distinct elements, and by means of a suitably programmed computer. In the unit claims enumerating several means, several of these means may be embodied by one and the same item of hardware. The usage of the words first, second and third, etcetera do not indicate any ordering. These words may be interpreted as names.
Claims (10)
1. A large screen visualization application creation platform, comprising:
the data source management module is used for configuring and processing multi-source data and providing data connection support for the visual chart;
the pattern recognition module is used for recognizing the multi-dimensional information in the large-screen visual application design draft and expressing a recognition result based on the data protocol specification;
the assembly template is used for providing a visual assembly and a visual large-screen template, and the visual assembly and the visual large-screen template are utilized for combining a plurality of visual assemblies in the visual large-screen template;
and the resource configuration module is used for providing a graphical canvas editor and configuring and generating the large-screen visualization application.
2. The platform of claim 1, wherein the configuring and processing multi-source data to provide data connection support for a visualization chart further comprises:
by acquiring multi-source data to serve as a data basis of the visual chart, a large amount of data requirements of the large-screen visual application are met.
3. The platform of claim 1, wherein the identifying multi-dimensional information in a large-screen visualization application design further comprises:
identifying chart information in the large-screen visual application design draft to obtain an identification result;
separating the layers in the large-screen visual application design draft, and performing standardized processing on layer data and meta information by combining the identification result;
and converting the two-dimensional absolute positioning map layer layout into a relative positioning and Flex layout.
4. The platform of claim 1, wherein the expressing recognition results based on a data protocol specification further comprises:
converting the recognition result into a standard structural description;
and converting the structural description into a corresponding visual component and configuration information thereof through the data protocol specification, and generating the corresponding visual component according to the configuration information.
5. The platform of claim 1, wherein the providing a visualization component and a visualization large-screen template, and utilizing the visualization component and the visualization large-screen template for combining a plurality of visualization components within the visualization large-screen template further comprises:
the visualization component comprises different graphical chart class components; the visual large-screen template comprises different scene templates;
placing the visual component in the canvas created by the visual large-screen template by selecting different scene template creation canvases in the visual large-screen template;
and according to the industry to which the large-screen visualization application belongs, creating a corresponding combination of visualization components in the canvas according to industry characteristics and historical experience.
6. The platform of claim 1, wherein the resource configuration module to provide a graphical canvas editor and configure generation of the large screen visualization application further comprises:
and utilizing a canvas editor to rapidly generate the large-screen visual application through dragging and clicking, and editing the configuration information of the large-screen visual application.
7. The platform of claim 1, wherein the platform further comprises: the device comprises a layer column, a component list column and a configuration panel; wherein the content of the first and second substances,
the layer column is used for adding or deleting layers and displaying visual components contained in the selected layers;
the component list bar is used for adding visual components;
the configuration panel is used for adding or managing the sub-components and configuring and modifying the configuration information of the visual components.
8. A large screen visualization application creation method, the method comprising:
configuring and processing multi-source data, and providing data connection support for a visual chart;
identifying multi-dimensional information in the large-screen visual application design draft, and expressing an identification result based on a data protocol specification;
providing a visual component and a visual large-screen template, and combining a plurality of visual components in the visual large-screen template by using the visual component and the visual large-screen template;
providing a graphical canvas editor and configuring generation of the large screen visualization application.
9. A computing device, comprising: the system comprises a processor, a memory, a communication interface and a communication bus, wherein the processor, the memory and the communication interface are communicated with each other through the communication bus;
the memory is used for storing at least one executable instruction, and the executable instruction causes the processor to execute the operation corresponding to the large screen visualization application creation method as set forth in claim 8.
10. A computer storage medium having stored therein at least one executable instruction that causes a processor to perform operations corresponding to the large screen visualization application creation method as recited in claim 8.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115114320A (en) * | 2022-06-29 | 2022-09-27 | 东方合智数据科技(广东)有限责任公司 | Data visualization large screen creating method and related equipment for corrugated industry |
| CN117216327A (en) * | 2023-10-10 | 2023-12-12 | 广州红海云计算股份有限公司 | Data analysis system based on visual data relationship |
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- 2022-02-28 CN CN202210190426.2A patent/CN114647409A/en active Pending
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115114320A (en) * | 2022-06-29 | 2022-09-27 | 东方合智数据科技(广东)有限责任公司 | Data visualization large screen creating method and related equipment for corrugated industry |
| CN117216327A (en) * | 2023-10-10 | 2023-12-12 | 广州红海云计算股份有限公司 | Data analysis system based on visual data relationship |
| CN117216327B (en) * | 2023-10-10 | 2024-02-23 | 广州红海云计算股份有限公司 | Data analysis system based on visual data relationship |
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