CN110543306B - Interactive data visualization method, application system and storage medium - Google Patents
Interactive data visualization method, application system and storage medium Download PDFInfo
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Abstract
The invention discloses an interactive data visualization method, an application system and a computer readable storage medium, wherein the method comprises the following steps: generating corresponding controls based on the view objects, wherein the controls comprise input controls, data source controls and display controls, and style texts and configuration texts of each control are bound in two directions; receiving information input by a user through the input control, and triggering the data source control to acquire the information input by the user, wherein the information input by the user comprises data; and the data source control synchronizes the data input by the user to at least one display control for real-time display. Different visual controls are generated through different view objects, and style texts and configuration texts of each control are bound in a two-way mode, so that the control can dynamically change configuration and display data in real time, further components can be formed through different visual controls, and further applications can be synthesized, and visual customization of the applications is achieved.
Description
Technical Field
The present invention relates to the field of data visualization technology, and in particular, to an interactive data visualization method, an application system, and a computer readable storage medium.
Background
With the increasing development of big data technology, every person faces a large amount of data every day, and analyzes the practical significance behind the data, so that the data visualization is extremely important for professional technicians or common users, all internet companies are forcing to build a data visualization design platform, such as DataV in, to provide rich visualization templates, and the display requirements of various businesses such as conference exhibition, business monitoring, risk early warning, geographic information analysis and the like are met to a great extent, so that more people can see the charm of the data visualization.
Compared with traditional data and charts, the data visualization today aims at presenting the business insight hidden behind the instant changeable and numerous data in a more vivid and friendly form and helping business personnel to find and diagnose the business problems through the interactive real-time data visualization, and becomes an indispensable ring in big data solutions. However, the existing visual products only can provide a display function for data, lack a dynamic real-time man-machine interaction function, and can not provide a visual custom function for non-professional business personnel to flexibly meet various business requirements.
Disclosure of Invention
The invention aims to solve the technical problems that: the existing visual products can only provide a display function for data, lack a dynamic real-time man-machine interaction function, and can not provide a visual custom function for non-professional business personnel to flexibly meet various business requirements.
In order to solve the technical problems, the invention provides an interactive data visualization method, an application system and a computer readable storage medium, wherein different visual controls are generated through different view objects, and style texts and configuration texts of the controls are bound in a two-way mode, so that the controls can dynamically change configuration and display data in real time, further, components can be formed through different visual controls to further synthesize an application, and visual customization of the application is realized.
The invention provides an interactive data visualization method, which comprises the following steps:
generating corresponding controls based on the view objects, wherein the controls comprise input controls, data source controls and display controls, and style texts and configuration texts of each control are bound in two directions;
receiving information input by a user through the input control, and triggering the data source control to acquire the information input by the user, wherein the information input by the user comprises data;
and the data source control synchronizes the data input by the user to at least one display control for real-time display.
Optionally, in the above interactive data visualization method, generating a corresponding control based on the view object includes:
and aiming at each view object, acquiring an interface of the view object, generating a style text and a configuration text forming a corresponding control through the interface of the view object, and bidirectionally binding the style text and the configuration text.
Optionally, in the above interactive data visualization method, the bidirectional binding is performed on the style text and the configuration text, including:
binding the style text to a display area and binding the configuration text to a configuration area;
binding the style text and the configuration text to the same data source.
Optionally, in the above interactive data visualization method, the information input by the user and received through the input control further includes a control configuration instruction, and the method further includes: and dynamically configuring the corresponding control based on the control configuration instruction.
The invention also provides a system for visual custom application, which comprises:
the visual control generation module and the component synthesis application module;
the visual control generation module is used for generating corresponding controls based on view objects, the controls comprise input controls, data source controls and display controls, and style texts and configuration texts of each control are bound in two directions;
the visual control generation module is further used for receiving information input by a user through the input control, triggering the data source control to acquire the information input by the user, and triggering the data source control to synchronize the information input by the user to at least one display control for real-time display.
Optionally, in the system for the visual custom application, the visual control generating module is specifically configured to:
and aiming at each view object, acquiring an interface of the view object, generating a style text and a configuration text forming a corresponding control through the interface of the view object, and bidirectionally binding the style text and the configuration text.
Optionally, in the system of the visual custom application, the visual control generating module performs bidirectional binding on the style text and the configuration text in the following manner:
binding the style text to a display area and binding the configuration text to a configuration area;
binding the style text and the configuration text to the same data source.
Optionally, in the system for visual custom application, the component synthesis application module includes:
the component synthesis sub-module is used for synthesizing at least one visual control into a component with a basic function;
and the application synthesis submodule is used for combining different applications according to the components with the basic functions.
Optionally, in the system for the visual custom application, the system further includes a component sharing module, configured to share a user-customized component to the system.
Optionally, in the system of the visual custom application, the system further includes a control authentication module, configured to verify a control customized by a user according to an interface standard and share the control to the system.
The invention also provides a computer readable storage medium having stored thereon a computer program which when executed by a processor implements the interactive data visualization method.
One or more embodiments of the above-described solution may have the following advantages or benefits compared to the prior art:
according to the interactive data visualization method, the application system and the computer readable storage medium, different visual controls are generated through different view objects, and the style text and the configuration text of each control are bound in a two-way mode, so that the control can dynamically change the configuration and display data in real time, further, components can be formed through different visual controls, and further, the application can be synthesized, and therefore visual customization of the application is achieved.
Drawings
The scope of the present disclosure may be better understood by reading the following detailed description of exemplary embodiments in conjunction with the accompanying drawings. The drawings included herein are:
fig. 1 is a flow chart of an interactive data visualization method according to an embodiment of the present invention.
Fig. 2 is a schematic flow chart of step S110 in fig. 1.
Fig. 3 is a flow chart of step S112 in fig. 2.
Fig. 4 is a schematic diagram of a system for visual custom application according to an embodiment of the present invention.
Fig. 5 is a schematic diagram of a basic structure of a computer device according to an embodiment of the present invention.
In the drawings, like parts are given like reference numerals, and the drawings are not drawn to scale.
Reference numerals:
300-a computer device; 310-memory; 320-a processor; 330-network interface.
Detailed Description
The following will describe embodiments of the present invention in detail with reference to the drawings and examples, thereby solving the technical problems by applying technical means to the present invention, and realizing the corresponding technical effects can be fully understood and implemented accordingly. It should be noted that all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs; the terminology used in the description of the applications herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the application; the terms "comprising" and "having" and any variations thereof in the description and claims of the present application and in the description of the figures above are intended to cover non-exclusive inclusions. The embodiments and the features in the embodiments can be combined with each other under the condition of no conflict, and the formed technical schemes are all within the protection scope of the invention.
Referring to fig. 1, fig. 1 is a flowchart of an interactive data visualization method according to an embodiment of the present invention. The interactive data visualization method comprises the following steps:
step S110: and generating corresponding controls based on the view objects, wherein the controls comprise input controls, data source controls and display controls, and style texts and configuration texts of each control are bound in two directions.
Wherein, the view object can be constructed by classes in the program through object-oriented programming languages such as JAVA, C++, PYTHON and the like, and the view object comprises attributes and methods, wherein the attributes comprise the visibility of the object, namely the style of the view displayed externally; the method is a function which is defined in the view object and can realize a certain logic function, a plurality of methods can be defined in the object, and then various interfaces are provided for the outside, and various behavior logics of the object can be realized by calling the interfaces, such as a communication interface for communicating with other objects, a data pushing interface for automatically pushing data to the associated object when the data is updated, an interface for zooming the view, a control generating interface and the like. View objects may also be obtained from other view objects by inheritance, e.g., a diagram view object with trigger functionality may be derived from a trigger type view object and a diagram type view object, thereby possessing both functionalities.
Further, visual controls with different attributes and functions can be generated through different view objects, such as an input control capable of receiving user input information, a data source control capable of automatically pushing data when the data is updated, and a display control capable of displaying the data in real time. Each control is composed of a style text and a configuration text, the style text is bound to a display area to display the shape of the control, the configuration text is bound to the configuration area to present the configuration information of the control, and the style text and the configuration text are bound through the same data source, so that the control can dynamically change the configuration and display data in real time.
Referring to fig. 2, optionally, in this embodiment, in step S110, generating the corresponding control based on the view object may specifically include:
step S112: and aiming at each view object, acquiring an interface of the view object, generating a style text and a configuration text forming a corresponding control through the interface of the view object, and bidirectionally binding the style text and the configuration text.
Specifically, different view objects have corresponding control generation interfaces, and control text of a corresponding control can be generated by calling the control generation interfaces of the view objects, so that the corresponding control is generated, and the control text comprises style text for displaying a control style (comprising a control name) and configuration text of a configurable control. From the aspect of text type, the text corresponding to the control can be JSON type text or XML type text, and the text can be stored in a storage space of a view object for generating the control and distinguished by the name of the control. Further, the style text and the configuration text of the control can be respectively bound to the designated area and associated with the same data source, and when the text of one area of the control is changed, the text of the other area can be updated in real time.
Referring to fig. 3, optionally, in this embodiment, in step S112, the bidirectional binding of the style text and the configuration text may specifically include:
step S112a: binding the style text to a display area and binding the configuration text to a configuration area;
step S112b: binding the style text and the configuration text to the same data source.
Specifically, in step S112, a style text and a configuration text of the corresponding control may be generated by calling a control generation interface of the View object, and then the style text is bound to a display area by MVVM (Model-View Model) technology, so that the control is displayed in a form specified by the style text, and the configuration text is bound to the configuration area for visual dynamic configuration. Specifically, the model refers to a data source model associated with style text and configuration text, the view refers to a page visualized by the style text and the configuration text, the view model is a bridge connecting the data model and the visualized page, the view model firstly converts the data source model into the view in a data binding mode, namely converts data into the visualized page, and secondly converts the view into the data model in an event monitoring mode, namely converts the seen page into the data; furthermore, the style text and the configuration text are bound to the same data source, namely, a binding interface of the control is called to bind the data source model associated with the style text and the configuration text, so that the bidirectional binding of the style text and the configuration text can be realized, the data of the control can be updated in real time in other areas in any area, and a dynamic presentation effect is obtained. For example, the data of the display area is changed, and the data source bound with the data source is changed correspondingly through the MVVM, so that the data of the configuration area bound with the data source is changed.
Step S120: and receiving information input by a user through the input control, and triggering the data source control to acquire the information input by the user, wherein the information input by the user comprises data.
In the step, the input control is bound in a display area (such as canvas of a page) through the style text, and is displayed to a user in a visual form such as a text input box, a drop-down box and a form, so that information input by the user can be conveniently received, such as service query conditions, transaction monitoring and the like; and after receiving the information input by the user, the input control informs the data source control to acquire the data input by the user through a trigger interface.
Step S130: and the data source control synchronizes the data input by the user to at least one display control for real-time display.
After the data source control acquires the data input by the user, updating the data of the data source, and pushing the updated data to a display area of at least one display control in real time for real-time display, wherein the display control can be a chart control (such as a pie chart) or a coordinate curve control and the like; further, if the user inputs the data of the query class, the data source control can also read the corresponding data from the database and then push the corresponding data to the display control for displaying.
It is worth to say that the input control, the data source control and the display control can be on the same equipment or not, namely, the input control, the data source control and the display control can be respectively interacted on different equipment and then through a network, so that distributed data visualization interaction is realized, and the method is more flexible and convenient.
It may be appreciated that the information input by the user received through the input control further includes control configuration instructions, and optionally, in this embodiment, the method further includes:
step 140: and dynamically configuring the corresponding control based on the control configuration instruction.
The control configuration instruction is used for configuring the style, the data source, the interaction mode with other controls and the like of the controls, the control designated by the user can be configured by inputting the control to receive the configuration instruction input by the user, and the configuration text of the control can be directly modified to realize the corresponding configuration, so that the user can realize the dynamic configuration according to the service conveniently.
Referring to fig. 4, an embodiment of the present invention further provides a system 200 for a visual custom application, where the system 200 for a visual custom application includes a visual control generation module 210 and a component synthesis application module 220, where the component synthesis application module 220 is configured to synthesize components by using the controls and combine the components into an application, and the visual control generation module 210 is configured to generate corresponding controls based on view objects, where the controls include an input control, a data source control, and a display control, and style text and configuration text of each control are bound in two directions;
the visual control generating module 210 is further configured to receive information input by a user through the input control, trigger the data source control to obtain the information input by the user, and trigger the data source control to synchronize the information input by the user to at least one display control for real-time presentation.
Further, the visual control generating module 210 is specifically configured to obtain, for each view object, an interface of the view object, generate, through the interface of the view object, a style text and a configuration text that form a corresponding control, and perform bidirectional binding on the style text and the configuration text. Wherein, the visual control generating module 210 bi-directionally binds the style text and the configuration text by: binding the style text to the display area and binding the configuration text to the configuration area; binding the style text and the configuration text to the same data source.
The component synthesis application module 220 includes:
the component synthesis sub-module is used for synthesizing at least one visual control into a component with a basic function;
and the application synthesis submodule is used for combining different applications according to the components with the basic functions.
For example, the input controls and the data source controls described above may be combined into a visual data storage component, which may be combined with a business pre-warning application by a data processing component. In particular, for a common and non-professional user without the capability of developing controls and components, the application meeting the service needs of the user can be conveniently synthesized through the visual combination mode.
The system also includes a component sharing module 230 for sharing user-defined components to the system.
The user may compose business components through the base controls and then share the composed business components into a component repository of the system for use by other users to compose applications desired by the user.
The system further comprises a control authentication module 240 for checking the control customized by the user according to the interface standard and sharing the control to the system.
The system 200 opens interface specifications and provides SDK (software development tool) development packages for professional and non-professional users, so that users with programming capability can independently develop new controls to meet their own business demands, and the new controls can be gradually expanded into a control warehouse after system authentication and provided for all users to use, thereby forming an open and shared virtuous circle system. Specifically, the system 200 may dynamically read available user-defined controls through predetermined scan logic and verification logic, and incorporate controls conforming to the system 200 interface standard described above into a control repository of the system for use by other users.
It should be noted that, each module of the system 200 may be disposed on the same device or may be disposed on different devices, and each module interacts with each other through a network, so as to implement a distributed data visualization interaction process, which is more flexible and convenient.
Further, referring to fig. 5, fig. 5 is a basic structural block diagram of a computer device 300 on which each module of the system 200 operates, where the computer device 300 may include a memory 310 and a processor 320, where the memory 310 stores a computer program, and the processor 320 can implement the interactive data visualization method or each module of the system 200 when executing the computer program, so that the functions and effects implemented by the computer device 300 when specifically executing each module of the method or the system 200 may be referred to the foregoing detailed description, and will not be repeated herein.
With continued reference to fig. 5, the computer device 300 includes a memory 310, a processor 320, and a network interface 330 communicatively coupled to each other via a system bus. It should be noted that only computer device 300 having components 310-330 is shown in the figures, but it should be understood that not all of the illustrated components need be implemented, and that more or fewer components may be implemented instead. It will be appreciated by those skilled in the art that the computer device herein is a device capable of automatically performing numerical calculations and/or information processing in accordance with predetermined or stored instructions, the hardware of which includes, but is not limited to, microprocessors, application specific integrated circuits (Application Specific Integrated Circuit, ASICs), programmable gate arrays (fields-Programmable Gate Array, FPGAs), digital processors (Digital Signal Processor, DSPs), embedded devices, etc.
The computer equipment can be a desktop computer, a notebook computer, a palm computer, a cloud server and other computing equipment. The computer equipment can perform man-machine interaction with a user through a keyboard, a mouse, a remote controller, a touch pad or voice control equipment and the like.
The memory 310 includes at least one type of readable storage medium including flash memory, hard disk, multimedia card, card memory (e.g., SD or DX memory, etc.), random Access Memory (RAM), static Random Access Memory (SRAM), read Only Memory (ROM), electrically Erasable Programmable Read Only Memory (EEPROM), programmable Read Only Memory (PROM), magnetic memory, magnetic disk, optical disk, etc. In some embodiments, the memory 310 may be an internal storage unit of the computer device 300, such as a hard disk or a memory of the computer device 300. In other embodiments, the memory 310 may also be an external storage device of the computer device 300, such as a plug-in hard disk, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash Card (Flash Card) or the like, which are provided on the computer device 300. Of course, the memory 310 may also include both internal storage units and external storage devices of the computer device 300. In this embodiment, the memory 310 is typically used to store an operating system and various types of application software installed on the computer device 300, such as program codes of an interactive data visualization method. In addition, the memory 310 may also be used to temporarily store various types of data that have been output or are to be output.
The processor 320 may be a central processing unit (Central Processing Unit, CPU), controller, microcontroller, microprocessor, or other data processing chip in some embodiments. The processor 320 is generally used to control the overall operation of the computer device 300. In this embodiment, the processor 320 is configured to execute the program code stored in the memory 310 or process data, such as the program code of the interactive data visualization method.
The network interface 330 may include a wireless network interface or a wired network interface, and the network interface 330 is typically used to establish a communication connection between the computer device 300 and other electronic devices, so as to implement the interaction procedure between distributed controls in the above system or method.
Embodiments of the present invention also provide a computer-readable storage medium storing the above-described interactive data visualization program executable by at least one processor to cause the at least one processor to perform the steps of the above-described interactive data visualization method.
In summary, the present invention provides an interactive data visualization method, an application system, and a computer readable storage medium, where the method includes: generating corresponding controls based on the view objects, wherein the controls comprise input controls, data source controls and display controls, and style texts and configuration texts of each control are bound in two directions; receiving information input by a user through the input control, and triggering the data source control to acquire the information input by the user, wherein the information input by the user comprises data; and the data source control synchronizes the data input by the user to at least one display control for real-time display. Different visual controls are generated through different view objects, and style texts and configuration texts of each control are bound in a two-way mode, so that the control can dynamically change configuration and display data in real time, further components can be formed through different visual controls, and further applications can be synthesized, and visual customization of the applications is achieved.
From the above description of the embodiments, it will be clear to those skilled in the art that the above-described embodiment method may be implemented by means of software plus a necessary general hardware platform, but of course may also be implemented by means of hardware, but in many cases the former is a preferred embodiment. Based on such understanding, the technical solution of the present application may be embodied essentially or in a part contributing to the prior art in the form of a software product stored in a storage medium (such as ROM/RAM, magnetic disk, optical disk), comprising several instructions for causing a terminal device (which may be a mobile phone, a computer, a server, an air conditioner, or a network device, etc.) to perform the method described in the embodiments of the present application.
Although the embodiments of the present invention are disclosed above, the embodiments are only used for the convenience of understanding the present invention, and are not intended to limit the present invention. Any person skilled in the art can make any modification and variation in form and detail without departing from the spirit and scope of the present disclosure, but the scope of the present disclosure is still subject to the scope of the present disclosure as defined by the appended claims.
Claims (9)
1. A method of interactive data visualization, comprising:
generating corresponding controls based on a plurality of different view objects, wherein the controls comprise input controls, data source controls and display controls, the style text and configuration text of each control are bidirectionally bound through the same data source, so that the control bidirectionally bound with the data source can dynamically change configuration and display data in real time, the input controls are used for receiving user input information, the data source controls are used for automatically pushing data when the data is updated, and the display controls are used for displaying the data in real time;
receiving information input by a user through the input control, and triggering the data source control to acquire the information input by the user, wherein the information input by the user comprises data;
the data source control synchronizes the data input by the user to at least one display control for real-time display;
the input control, the data source control and the display control are positioned on different devices and interact with each other through a network so as to realize distributed data visualization interaction;
the two-way binding of the style text and the configuration text through the same data source comprises the following steps: binding the style text to a display area, binding the configuration text to a configuration area, and binding the style text and the configuration text to the same data source.
2. The method of claim 1, wherein generating the corresponding control based on the view object comprises:
and aiming at each view object, acquiring an interface of the view object, generating a style text and a configuration text forming a corresponding control through the interface of the view object, and bidirectionally binding the style text and the configuration text.
3. The method of claim 1, wherein the information received by the input control from the user further comprises control configuration instructions, the method further comprising: and dynamically configuring the corresponding control based on the control configuration instruction.
4. A visual custom application system, comprising: the visual control generation module and the component synthesis application module;
the visual control generation module is used for generating corresponding controls based on a plurality of different view objects, the controls comprise input controls, data source controls and display controls, style texts and configuration texts of each control are bound in a bidirectional mode through the same data source, so that the controls bound in the bidirectional mode with the data source can dynamically change configuration and display data in real time, the input controls are used for receiving user input information, the data source controls are used for automatically pushing data when data are updated, the display controls are used for displaying data in real time, and the input controls, the data source controls and the display controls are located on different devices and interact with each other through a network so as to realize distributed data visual interaction;
the visual control generation module is further used for receiving information input by a user through the input control, triggering the data source control to acquire the information input by the user, and triggering the data source control to synchronize the information input by the user to at least one display control for real-time display;
the visual control generation module is also used for binding the style text to a display area, binding the configuration text to a configuration area and binding the style text and the configuration text to the same data source.
5. The system of claim 4, wherein the visual control generation module is specifically configured to:
and aiming at each view object, acquiring an interface of the view object, generating a style text and a configuration text forming a corresponding control through the interface of the view object, and bidirectionally binding the style text and the configuration text.
6. The system of claim 4, wherein the component synthesis application module comprises:
the component synthesis sub-module is used for synthesizing at least one visual control into a component with a basic function;
and the application synthesis submodule is used for combining different applications according to the components with the basic functions.
7. The system of claim 6, further comprising a component sharing module for sharing user-defined components to the system.
8. The system of claim 4, further comprising a control authentication module for verifying that controls customized by a user according to an interface standard are shared with the system.
9. A computer readable storage medium, characterized in that the computer readable storage medium has stored thereon a computer program which, when executed by a processor, implements the interactive data visualization method according to any of claims 1-3.
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| CN113342327A (en) * | 2020-03-02 | 2021-09-03 | 中国科学院沈阳自动化研究所 | Method for generating visual industrial configuration interactive graph |
| CN111813865B (en) * | 2020-07-30 | 2023-07-18 | 浪潮通用软件有限公司 | Method, system, equipment and medium for visual component data interaction |
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