CN115174684A - Network data visualization platform, system and method - Google Patents
Network data visualization platform, system and method Download PDFInfo
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- CN115174684A CN115174684A CN202210785247.3A CN202210785247A CN115174684A CN 115174684 A CN115174684 A CN 115174684A CN 202210785247 A CN202210785247 A CN 202210785247A CN 115174684 A CN115174684 A CN 115174684A
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Abstract
The invention discloses a network data visualization platform, a system and a method, comprising the following steps: the screening module is used for receiving the screening conditions and sending out a data request instruction according to the screening conditions; the display module is used for receiving network data responding to the data request instruction, responding to the network data by the data source platform, receiving, rendering and sending the rendered network data to the display module by the foreground data processing platform; the display module draws a topological structure and displays back data of the received network data according to the digital display control instruction, and dynamically changes the display layout through free dragging operation; and the information module is used for displaying the network data of the corresponding topological node according to the positioning dragging instruction or the positioning clicking instruction of the display module. And displaying back a topological relation graph of the network data, drawing a topological structure by adopting an animation form and a step-by-step lighting mode so as to dynamically observe data change, and simultaneously interactively presenting data information with minimum granularity through an information module as required.
Description
Technical Field
The invention relates to the technical field of information visualization, in particular to a network data visualization platform, a system and a method.
Background
The statements in this section merely provide background information related to the present disclosure and may not necessarily constitute prior art.
In the information visualization method shown in fig. 1, the data source supports various data sources such as collecting network information data or pre-storing data; the data model supports the processing conversion of data and supports the processing operation of timing; and the data display functions of area linkage interaction, automatic layout, interface structure adaptation requirement, automatic interface structure matching and the like are realized. The visual interface is in a lightweight flattened layout, and an automatic drawing visual component is generated based on data acquisition of the data model.
The prior art has different defects in function implementation, which is analyzed as follows:
(1) For topology rendering of network view information data, continuous redrawing of dynamic data inflow exists, continuous change of a topological structure during interactive operation of data quantification, information comparison effect irregularity, unobvious visual expression, inapplicability to overall analysis and structural research, low significance for observation, analysis and guidance of visual topological data, and inconvenience for users to macroscopically analyze data.
(2) The network view information lacks of marking function, and the operation and maintenance management and control are tedious. The data of the abnormal problems often exist in the form of leaf information, the information chain is formed by the rings, and the condition that a large number of points are concentrated is checked to be somewhat tedious; the process of checking one by one prolongs the total time, and is inconvenient for quickly extracting key information and judging faults under emergency conditions.
(3) The network view information lacks directionality, and the spatial orientation is presented through the line information. The foreground structure information quantity is large, and the visual monitoring and identifying efficiency is low; data show island behind the screening information, easily appear the fault during the integrated analysis.
Disclosure of Invention
In order to solve the problems, the invention provides a network data visualization platform, a system and a method, wherein a topological relation graph is displayed back for network data, a topological structure is drawn in an animation form and a step-by-step lighting mode, so that data change is dynamically observed, and meanwhile, data information with the minimum granularity is interactively presented through an information module as required.
In order to achieve the purpose, the invention adopts the following technical scheme:
in a first aspect, the present invention provides a network data visualization platform, including:
the screening module is used for receiving the screening conditions and sending out a data request instruction according to the screening conditions;
the display module is used for receiving network data responding to the data request instruction, responding to the network data by the data source platform, receiving, rendering and sending the rendered network data to the display module by the foreground data processing platform; the display module draws a topological structure and displays back data of the received network data according to the digital display control instruction, and dynamically changes the display layout through free dragging operation;
and the information module is used for displaying the network data of the corresponding topological node according to the positioning dragging instruction or the positioning clicking instruction of the display module.
As an alternative embodiment, the information module displays the network data of the corresponding topology node in a drawer-type manner.
As an optional implementation manner, the network data visualization platform further includes a marking module, the marking module is configured to send a marking instruction to the display module, and the display module marks the network data according to the marking instruction to track the abnormal data.
As an alternative embodiment, the presentation module adopts an animation mode and a step-by-step lighting mode to draw the topological structure so as to dynamically observe the data change.
As an alternative embodiment, the step-by-step lighting mode adopts lighting of nodes and lines to realize hierarchical change of data regularity.
As an alternative embodiment, the presentation module adopts a directional spatial topology to reflect the mapping relationship of the view information, and simultaneously provides an interactive operation of controllable playback.
In a second aspect, the present invention provides a network data visualization system, including: the system comprises a network data visualization platform, a data source platform and a foreground data processing platform in the first aspect;
the network data visualization platform sends a data request instruction to a data source platform;
the data source platform responds to the corresponding network data to the foreground data processing platform according to the data request instruction;
and the foreground data processing platform receives the responded network data, renders the network data and sends the rendered network data to the network data visualization platform so as to enable the network data visualization platform to perform visualization display.
In a third aspect, the present invention provides a network data visualization method, including:
receiving a screening condition and sending a data request instruction according to the screening condition;
receiving network data responding to the data request instruction, wherein the network data is responded by the data source platform, is received by the foreground data processing platform, is subjected to rendering processing and then is sent to the display module;
according to the digital display control instruction, drawing a topological structure and displaying back data of the received network data, and dynamically changing display layout through free dragging operation;
and displaying the network data of the corresponding topological node according to the positioning dragging instruction or the positioning clicking instruction of the display module.
In a fourth aspect, the present invention provides an electronic device comprising a memory and a processor, and computer instructions stored in the memory and executed on the processor, wherein when the computer instructions are executed by the processor, the method of the third aspect is performed.
In a fifth aspect, the present invention provides a computer readable storage medium for storing computer instructions which, when executed by a processor, perform the method of the third aspect.
Compared with the prior art, the invention has the following beneficial effects:
the invention provides a network data visualization platform, a system and a method, which are used for displaying a topological relation graph of network data back, drawing a topological structure in an animation form and a gradual lighting mode, dynamically observing data change, reflecting the mapping relation of view information by adopting directional spatial topology, providing interactive operation of controllable playing and playback, and facilitating better retrieval and monitoring of information change trend.
The invention provides a network data visualization platform, a system and a method, wherein after network data are screened, a stable topological structure is established, automatic playing and playback type gradual dynamic lighting is carried out, and in a visual automatic rendering area section, a scene information mode is recorded in an animation mode; and self-adaptive layout and interface flexible rendering are realized.
The invention provides a network data visualization platform, a system and a method, which can realize the butt joint of different data source data formats, dynamically clean data by a foreground data processing platform and then map the data to a visualization interface, and display the data in a flattened foreground structure and data form; marking the network data to track abnormal data; and interactively presenting the data information with the minimum granularity through the information module according to the requirement.
Due to the fact that data are frequently requested in the prior art, a topological structure is unstable, and visual analysis effect of visually presented topological data is general. According to the invention, the interface data is acquired at one time, is mapped to the distributed structural format after being subjected to the dynamic cleaning treatment of the foreground data, a stable topological structure is output on the display interface, the nodes and the lines are sequentially lightened through the dragging or automatic playing operation controlled by the control module, a good animation evolution type quantitative visual effect is formed in the display area, obvious contrast is presented, and the data information rule can be analyzed.
Advantages of additional aspects of the invention will be set forth in part in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, are included to provide a further understanding of the invention, and are incorporated in and constitute a part of this specification, illustrate exemplary embodiments of the invention and together with the description serve to explain the invention and not to limit the invention.
FIG. 1 is a prior art information visualization method;
fig. 2 is a schematic view of a network data visualization platform partition provided in embodiment 1 of the present invention;
FIG. 3 is a schematic diagram of a network data request invocation;
fig. 4 is a schematic diagram of a network data visualization system provided in embodiment 2 of the present invention.
Detailed Description
The invention is further described with reference to the following figures and examples.
It is to be understood that the following detailed description is exemplary and is intended to provide further explanation of the invention as claimed. Unless defined otherwise, 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 invention belongs.
It is noted that the terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of exemplary embodiments according to the invention. As used herein, the singular forms "a", "an", and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise, and it should be understood that the terms "comprises" and "comprising", and any variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
The embodiments and features of the embodiments of the invention may be combined with each other without conflict.
Example 1
The present embodiment provides a network data visualization platform, as shown in fig. 2, including:
the screening module is used for receiving the screening conditions and sending out a data request instruction according to the screening conditions;
the display module is used for receiving network data responding to the data request instruction, responding to the network data by the data source platform, receiving, rendering and sending the rendered network data to the display module by the foreground data processing platform; the display module draws a topological structure and displays back data of the received network data according to the digital display control instruction, and dynamically changes the display layout through free dragging operation;
and the information module is used for displaying the network data of the corresponding topological node according to the positioning dragging instruction or the positioning clicking instruction of the display module.
In this embodiment, the network data visualization platform further includes a control module, configured to send a digital display control instruction, where the digital display control instruction is used to control the animation of the display module, that is, to control playing, pausing, playback, and the like.
As shown in fig. 3, for the network data visualization platform, if both the screening module and the control module send data request instructions, both frequent data calls are performed on the data source; interface data can be frequently requested, a foreground data processing platform can present a frequently irregular refreshing interface, and a display module presents an unstable topological structure, so that the visual analysis expressive force is not obvious.
Therefore, in the embodiment, only the screening module sends out a data request instruction, only the screening module requests to call data, and the data responded by the data source is returned to the foreground data processing platform, received and rendered by the foreground data processing platform and then mapped to the display module for display;
the display module can adaptively display the layout, and the data is acquired through back display according to the optimal effect of the interface; the interactive operation of the control module does not request to call data, but the data reaches the data standard and format of a foreground after being processed by the foreground data processing platform, and then the data is directly and sequentially displayed on a display module of the network data visualization platform; and the layout can be dynamically changed through free drag operation, and simultaneously, the marking of classification node information is supported.
In this embodiment, after sending out a data request instruction according to a screening condition, a screening module acquires required network data, responds to a foreground data processing platform, and performs data extraction, secondary cleaning and format conversion on the network data by the foreground data processing platform and then maps the network data to a display module; and the control module is in data association with the foreground data processing platform, frequent interactive operation of the control module is placed on the foreground for processing, and interface data are not required in the frequently interactive operation control module, so that the display module is ensured to present a stable topological structure, and a good visual quantization effect is achieved.
In this embodiment, the display module performs topology drawing and data playback on the received network data according to the digital display control instruction sent by the control module; the display module establishes a stable topological structure, realizes automatic layout and fixed-point topological structure position, avoids performance overhead of continuously requesting interface data and continuously redrawing, and is not interfered by data flow change.
The display module gradually draws the data information in an asymptotic mode in an animation mode, a new visual experience is created, the mode of gradually drawing and lighting is beneficial to visually observing the change of view quantization information, and the macro master of the trend of the data information is facilitated.
The visual interface is set up from an abstract problem to an image sensory cognition, an obvious data quantization effect is presented, and the regular hierarchical change is given by the lightening of nodes and lines; the data trend transformation is demonstrated in a visual mode, the scene problem can be visually described, the data situation can be macroscopically shown, and a more convenient scheme is provided for the whole analysis and research.
In this embodiment, the display module adopts a simple directional spatial topology, and when data visualization is realized, the interface structure forms a flattened foreground structure, so that the display form is novel, and the visual interference is reduced. The interface modules are combined through data connection, a visual monitoring scene is built quickly, and user experience is improved. The data is rendered in an agile viewing mode, the interactive operation of controllable playing and playback is provided, and the evolution scene of the historical data is completely recorded. The continuous information gathering quantity provides powerful guarantee for visual analysis, helps to find potential laws, and achieves comprehensive grasp of analysis conclusion and processing basis after visual experience.
Due to the fact that data are frequently requested in the prior art, a topological structure is unstable, and visual analysis effect of visually presented topological data is general. Therefore, in the embodiment, the interface data is acquired at one time, and is mapped to the distributed structural format after the data dynamic cleaning processing of the foreground, a stable topological structure is output on the display interface, the nodes and the lines are sequentially lightened through the dragging or automatic playing operation controlled by the control module, a good animation evolution type quantitative visual effect is formed in the display area, obvious contrast is presented, and the data information rule can be analyzed.
In this embodiment, the information module displays the network data of the corresponding topology node in a drawer-type manner. The detailed data information is displayed in the information module by positioning and dragging or positioning and clicking the topological nodes, the detailed information is visually presented in a hidden type on-demand interaction mode, specific information data are displayed in a drawer type mode according to a positioning and dragging instruction or a positioning and clicking instruction of the display module, data analysis and research can be accurately carried out, and the visual data of the interface is convenient for macroscopically grasping the trend of data information flow. When not needed for display, the data is hidden.
In this embodiment, the network data visualization platform further includes a marking module, which is configured to send a marking instruction to the display module, and the display module marks the network data according to the marking instruction. By marking the network data, the abnormally accessed data resources can be tracked, and the positioning and fault diagnosis can be rapidly screened and diagnosed based on the identification information.
In this embodiment, through marking the data, data information is rendered in a flexible way, avoids the repetitive operation of useless data investigation, and the effectual screening data of visual show for closed loop detection is more accurate, judges more high-efficient, and the problem that the solution timeliness of the convenient is poor provides and tracks the location under emergency, satisfies the demand that the discovery problem reacts fast. The problem of prior art location investigation problem chain verbose, fortune dimension work is consuming time and is hard is solved.
In the embodiment, the key problem data is preposed in a marking mode, an obvious identifier is formed in the display module, and fault diagnosis can be performed by fast screening and positioning based on the identifier information; meanwhile, switch interactive operation is provided in the marking module, so that interference of leaf information on overall analysis is avoided, and marking information is displayed as required.
The network data visualization platform of the embodiment mainly has the following functions: the method comprises the following steps of automatic layout, automatic drawing of topology, free dragging, automatic marking of nodes, automatic filtering of problem nodes, progressive drawing of topology, controllable step-by-step lighting of relational graphs, automatic playing of topology quantification information in an animation mode, presentation detailed data in drawer type interaction, association of region linkage display data and the like. If the data relation graph is drawn in a progressive directional mode, the data drawing process is controlled; the mapping relation of the view information is rapidly known through directional spatial topological presentation, data association analysis is carried out on the information, the view behavior relation between physical devices is judged, and each section of data information is controlled microscopically; the problems that a topological data drawing mode is highlighted and the directionality of logic equipment is unclear in the prior art are solved.
The network data visualization platform comprises a classification module, a screening module, a display module, a control module, a marking module, an information module and a control module, wherein each module is provided with a corresponding area; if the classification area is an information area for displaying the classification title and the classification level of the visual analysis; the screening area is a screening condition area, namely a time period control or other input inquiry conditions; the display area is a main drawing area and a visual topological display area of the data; the control area is an animation control area, namely a control area for controlling the playing, pausing and playback of the animation control area; the marking area is a switch control area for marking the special data information content; the information area is used for displaying detailed information, is hidden by default and can be unfolded through an interactive drawer type.
The action relationship of each zone is as follows:
screening area- > display area: and drawing the topological data in the display area through the operation of the condition of the screening area.
Marker region- > display region: the default of the mark area is closing mark information, and the default of the display area does not display marks. And correspondingly displaying in the display area through whether the checking operation is performed or not.
Control region- > presentation region: the default of the control area is a pause state, the display area is played through clicking the button to carry out topology drawing, and meanwhile, the control area can be paused to be dragged to select the control end to play.
Presentation area- > information area: the information area is not displayed by default, and when the node of the display area is clicked, the information area is displayed in a drawer type mode.
The embodiment provides a stable topological structure and dynamic playing and recording data information, realizes the butt joint of different data source data formats, dynamically cleans data and maps the data to a visual interface, displays the flattened foreground structure and data form, marks problem information and flexible detailed information, and interactively presents the data information with the minimum granularity according to requirements.
Example 2
As shown in fig. 4, the present embodiment provides a network data visualization system, including: a data source platform, a foreground data processing platform and the network data visualization platform in embodiment 1;
the network data visualization platform sends a data request instruction to a data source platform;
the data source platform responds to the corresponding network data to the foreground data processing platform according to the data request instruction;
and the foreground data processing platform receives the responded network data, renders the network data and sends the rendered network data to the network data visualization platform so as to enable the network data visualization platform to perform visualization display.
In this embodiment, the data source platform collects all kinds of network data information, stores effective information, and supports data filtering of various screening conditions.
In this embodiment, the foreground data processing platform provides a topology rule and a lightweight logical structure for processing, and a bridge for communicating background data with the visual interface is implemented.
In this embodiment, the network data visualization platform performs point-by-point line-by-line drawing and displaying on the network data requested by the foreground data processing platform based on the operation of the topology rules on the query conditions; through a screening module of a network data visualization platform, after sending a data request instruction according to a screening condition, acquiring required network data, responding to a foreground data processing platform, and mapping the network data into a display module after performing data extraction, secondary cleaning and format conversion on the network data by the foreground data processing platform; and the control module is in data association with the foreground data processing platform, frequent interactive operation of the control module is placed on the foreground for processing, and interface data are not required in the frequently interactive operation control module, so that the display module is ensured to present a stable topological structure, and a good visual quantization effect is achieved.
Example 3
The present embodiment provides a visualization method of the network data visualization system according to embodiment 2, including:
receiving a screening condition and sending a data request instruction according to the screening condition;
receiving network data responding to the data request instruction, wherein the network data is responded by the data source platform, is received by the foreground data processing platform, is subjected to rendering processing and then is sent to the display module;
according to the digital display control instruction, drawing a topological structure and displaying back data of the received network data, and dynamically changing display layout through free dragging operation;
and displaying the network data of the corresponding topological node according to the positioning dragging instruction or the positioning clicking instruction of the display module.
In further embodiments, there is also provided:
an electronic device comprising a memory and a processor and computer instructions stored on the memory and executed on the processor, the computer instructions when executed by the processor performing the method described in embodiment 3. For brevity, no further description is provided herein.
It should be understood that in this embodiment, the processor may be a central processing unit CPU, and the processor may also be other general purpose processors, digital signal processors DSP, application specific integrated circuits ASIC, off-the-shelf programmable gate arrays FPGA or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, and so on. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.
The memory may include both read-only memory and random access memory, and may provide instructions and data to the processor, and a portion of the memory may also include non-volatile random access memory. For example, the memory may also store device type information.
A computer readable storage medium storing computer instructions which, when executed by a processor, perform the method described in embodiment 3.
The method in embodiment 3 may be directly implemented by a hardware processor, or implemented by a combination of hardware and software modules in the processor. The software modules may be located in ram, flash, rom, prom, or eprom, registers, etc. as is well known in the art. The storage medium is located in a memory, and a processor reads information in the memory and completes the steps of the method in combination with hardware of the processor. To avoid repetition, it is not described in detail here.
Those of ordinary skill in the art will appreciate that the various illustrative elements, i.e., algorithm steps, described in connection with the embodiments disclosed herein may be implemented as electronic hardware or combinations of computer software and electronic hardware. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the implementation. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present application.
Although the embodiments of the present invention have been described with reference to the accompanying drawings, it is not intended to limit the scope of the present invention, and it should be understood by those skilled in the art that various modifications and variations can be made without inventive efforts by those skilled in the art based on the technical solution of the present invention.
Claims (10)
1. A network data visualization platform, comprising:
the screening module is used for receiving the screening conditions and sending out a data request instruction according to the screening conditions;
the display module is used for receiving network data responding to the data request instruction, responding to the network data by the data source platform, receiving, rendering and sending the rendered network data to the display module by the foreground data processing platform; the display module draws a topological structure and displays back data of the received network data according to the digital display control instruction, and dynamically changes the display layout through free dragging operation;
and the information module is used for displaying the network data of the corresponding topological node according to the positioning dragging instruction or the positioning clicking instruction of the display module.
2. The network data visualization platform as recited in claim 1, wherein the information module displays the network data of the corresponding topology node in a drawer-type manner.
3. The network data visualization platform as recited in claim 1, further comprising a marking module, wherein the marking module is configured to send a marking instruction to the display module, and the display module marks the network data according to the marking instruction to track the abnormal data.
4. The network data visualization platform as recited in claim 1, wherein the presentation module renders the topology structure in an animation mode and a step-by-step lighting mode to dynamically observe data changes.
5. The platform of claim 4, wherein the step-by-step lighting is implemented by lighting nodes and lines to realize hierarchical change of data regularity.
6. The platform of claim 1, wherein the presentation module employs a directional spatial topology to reflect the mapping relationship of the view information and provide interactive operation of controllable playback.
7. A network data visualization system, comprising: the network data visualization platform, the data source platform, and the foreground data processing platform of any of claims 1-6;
the network data visualization platform sends a data request instruction to a data source platform;
the data source platform responds to the corresponding network data to the foreground data processing platform according to the data request instruction;
and the foreground data processing platform receives the responded network data, renders the network data and sends the rendered network data to the network data visualization platform so as to enable the network data visualization platform to perform visualization display.
8. A method for visualizing network data, comprising:
receiving a screening condition and sending a data request instruction according to the screening condition;
receiving network data responding to the data request instruction, wherein the network data is responded by the data source platform, is received by the foreground data processing platform, is subjected to rendering processing and then is sent to the display module;
according to the digital display control instruction, drawing a topological structure and displaying back data of the received network data, and dynamically changing display layout through free dragging operation;
and displaying the network data of the corresponding topological node according to the positioning dragging instruction or the positioning clicking instruction of the display module.
9. An electronic device comprising a memory and a processor and computer instructions stored on the memory and executed on the processor, the computer instructions when executed by the processor performing the method of claim 8.
10. A computer-readable storage medium storing computer instructions which, when executed by a processor, perform the method of claim 8.
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| CN111522565A (en) * | 2020-04-21 | 2020-08-11 | 北京邮电大学 | Real-time data updating visualization large-screen method and system based on componentization |
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