CN111857659A - Data visualization design platform for dragging heterogeneous data source - Google Patents
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Abstract
The invention discloses a data visualization design platform dragged by heterogeneous data sources, which comprises a visualization unit, wherein the visualization unit comprises abundant visualization charts, professional visualization templates, multi-source data access, multi-resolution large-screen adaptation and application visualization interaction; the heterogeneous data source access unit comprises data adaptation, data monitoring, visual editing and visual output, integrates all relevant service data based on heterogeneous data source integration, manages and monitors the accessed data source, realizes large-screen layout through a simple dragging mode, and displays the data source to a user through multiple terminals in a visual interaction mode. The invention has the beneficial effects that: the heterogeneous data source can be accessed quickly, and the visual data platform can be built quickly in a configuration and dragging mode.
Description
Technical Field
The invention relates to the technical field of data visualization platforms, in particular to a data visualization design platform for dragging heterogeneous data sources.
Background
With the rapid development of information technology, mass data processing of big data becomes possible, data storage and processing cost is greatly reduced, and a big data era comes, so that a big screen display system is not used as a display tool, but only images and data signals are transmitted to a big screen to be displayed to a user, and mass data information needs to be analyzed efficiently, perfect combination of hardware carrying software is realized, a manager is helped to find the relation and the rule behind the data, and a basis is provided for decision making.
The report displayed by the traditional data display system is relatively static, the corresponding model is modeled by IT personnel according to analysis requirements in advance, if the requirements are changed, business personnel cannot directly adjust the report, the IT personnel need to re-model or adjust codes, the time consumption is long, the response speed is long, the displayed content and effect are limited, and the data can be displayed to users only through a basic chart.
Disclosure of Invention
Aiming at the technical problems in the related art, the invention provides a data visualization design platform dragged by heterogeneous data sources, which can be quickly accessed to the heterogeneous data sources and quickly set up a visualization data platform in a configuration and dragging mode.
In order to achieve the technical purpose, the technical scheme of the invention is realized as follows: a data visualization design platform for dragging heterogeneous data sources, the platform comprising:
the system comprises a visualization unit, a display unit and a display unit, wherein the visualization unit comprises abundant visualization charts, professional visualization templates, multi-source data access, multi-resolution large-screen adaptation and application visualization interaction, and the visualization unit adopts a dragging type self-defined arrangement mode to realize various interactive data signboards, data large screens and diversified and cool data visualization page design;
the heterogeneous data source access unit integrates all relevant service data based on heterogeneous data source integration, manages and monitors the accessed data source, realizes layout of a large screen through a simple dragging mode, and displays the data to a user through multiple terminals in a visual interaction mode.
Furthermore, the abundant visual chart is used for providing visual charts facing different services and different scene display requirements, the abundant visual chart comprises a basic chart and a special-shaped chart, and various color schemes and visual settings are built in the abundant visual chart, so that the user can be helped to simply, quickly and vividly realize data visualization and multi-scene data display requirements.
Furthermore, the professional visual template provides a professional cool visual large-screen template with business attributes according to different large-scale application scenes and in combination with a business field analysis model, and provides monitoring indexes and monitoring model references in the professional field.
And furthermore, the multi-source data access comprises receiving local CSV uploading, online API access and dynamic requests, and is used for calculating and monitoring various kinds of big data in real time, analyzing agile and lightweight data, selecting one or more data tables according to needs, and performing association analysis and data processing.
Furthermore, the multi-resolution large screen is suitable for self-defining the size of the large screen template according to the actual application requirements, and can be flexibly configured to meet the requirements of mobile phones, monitoring and display of different large screen devices.
Further, the application visualization interaction is based on a JavaScript runtime library and a matched online API document, various complex interactions of different applications and visualizations in the same page are generated, and the requirements of city operation monitoring, service analysis and various application scenes are met.
Further, the data adaptation is used for integrating all relevant service data through a service system and an external data source and sending the relevant service data to the big data platform.
Furthermore, the data monitoring is used for managing and monitoring the accessed data source, converting, correlating and mapping the format of the data source, adjusting the data correlation according to the requirement, performing correlation analysis and dynamic adjustment on the data of different sources, and monitoring the calling state of the accessed data source in real time.
Furthermore, the visual editor is used for setting a visual template, large-screen layout is carried out in a dragging mode, the visual editor is used for linkage of data in real time, multidimensional data drilling, sorting and screening are carried out through the visual editor, and the data are provided for users in a visual interaction mode.
Further, the visual output comprises a PC, a tablet, a smart phone, a television and a touch display screen.
The invention has the beneficial effects that: the river data visualization platform follows the design concept of 'insights, great troubles and simplifications', is dedicated to creating a threshold-free visualization design development tool, reduces the construction difficulty of visualization application in a whole-process visualization interaction configuration mode, helps non-professional design and development personnel to easily complete high-quality visualization application construction, and meets the application requirements of scenes such as propaganda and display, special report, operation monitoring, risk early warning, emergency scheduling and the like;
In view of the defects in the prior art, the draggable big data visualization analysis platform comprises a logic relation dragging layout module, a data filtering module, a field expanding module, a data statistics operation module, a data collision operation module, a dictionary translation module, an analysis result display module, an Excel import data module and a model publishing function module, the basic function modules and various data are configured at will and are finally evolved into thousands of analysis models, the models can be stored, published and applied, a plurality of different applications can be developed without coding through the design, the problem that the traditional technology and business are in each job but need to be communicated closely is solved, non-technical personnel who cannot write SQL language can participate in analysis work, and the requirements of diversification and analysis flexibility of big data era data are met.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings needed in the embodiments will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings without creative efforts.
FIG. 1 is a block diagram of a B/S structure adopted by a data visualization design platform dragged by heterogeneous data sources according to an embodiment of the present invention;
fig. 2 is a flowchart of a specific implementation manner of a data visualization design platform for dragging heterogeneous data sources according to an embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments that can be derived by one of ordinary skill in the art from the embodiments given herein are intended to be within the scope of the present invention.
As shown in fig. 1-2, a data visualization design platform dragged by heterogeneous data sources according to an embodiment of the present invention includes a visualization unit and a heterogeneous data source access unit;
visualization unit, visualization unit contains abundant visual chart, professional visual template, multisource data access, the big screen adaptation of multiresolution and uses visual interaction, visualization unit adopts the self-defined arrangement mode of dragging formula, realizes that all kinds of interactive data panels, data are big screen and pluralism, dazzle cool visual page design of data, further includes:
The system comprises a plurality of visual charts, wherein the visual charts are rich and used for providing visual charts facing different services and different scene display requirements, the visual charts contain basic charts and special-shaped charts, and various color schemes and visual settings are built in the visual charts, so that the user is helped to simply, quickly and vividly realize data visualization and multi-scene data display requirements.
The professional visual template combines a business field analysis model according to the difference of the large application scenes, provides a professional cool visual large-screen template with business attributes, provides monitoring indexes and monitoring model reference in the professional field, and can be used for making professional visual large screens without depending on developers and data analysts.
The multi-source data access comprises receiving local CSV uploading, online API access and dynamic requests, the multi-source data access is used for calculating and monitoring various big data in real time, carrying out agile and lightweight data analysis, selecting one or more data tables according to needs, carrying out association analysis and data processing, and business personnel simply and efficiently complete data analysis in a dragging and configuring mode.
And the multi-resolution large-screen adaptation is used for setting the size of the large-screen template in a user-defined manner according to actual application needs, and flexibly configuring and adapting to the display needs of mobile phones, monitoring and different large-screen devices.
And applying visual interaction, wherein the visual interaction of the application is based on a JavaScript runtime library and a matched online API document, and various complex interactions of different applications and visualization in the same page are generated, so that the requirements of city operation monitoring, service analysis and various application scenes are met.
In a particular embodiment of the present invention,
the heterogeneous data source access unit comprises data adaptation, data monitoring, visual editing and visual output, integrates all relevant service data based on heterogeneous data source integration, manages and monitors the accessed data source, realizes layout of a large screen through a simple dragging mode, and displays the data source to a user through multiple terminals in a visual interaction mode, and further comprises:
and the data adaptation is used for integrating all relevant service data through a service system and an external data source and sending the relevant service data to the big data platform.
And the data monitoring is used for managing and monitoring the accessed data source, converting, correlating and mapping the format of the data source, adjusting the data correlation according to the requirement, performing correlation analysis and dynamic adjustment on the data of different sources, and monitoring the calling state of the accessed data source in real time.
The visual template is arranged, large-screen layout is carried out in a dragging mode, the visual editor is used for linkage of data in real time, multidimensional data drilling, sorting and screening are carried out through the visual editor, and the data are provided for a user in a visual interaction mode.
And visual output, wherein the visual output comprises a PC (personal computer), a tablet, a smart phone, a television and a touch display screen.
In a specific embodiment of the invention, various technical statistical chart components including rendering a Chinese map full picture can be directly dragged and distributed and interactively configured, so that a colorful theme library, a colorful material library and more professional color matching schemes are provided, the use threshold of a user is reduced, and the color overall configuration operation is realized by one key.
In an embodiment of the present invention, MySql, SqlServer, Oracle, DB2, Access, and home database King OceanBase [ ali/ant golden clothes ], PolarDB [ aricloud ], GaussDB (gaussdatabase) [ hua technology limited ], cynodb [ tenuous cloud computing (beijing) limited liability company ], DM (dreaming database) [ wuhan dreaming database limited company ], GBase [ tianjin south china general data technology limited company ], Kingbase ES [ beijing large gold warehouse information technology limited company ], OSCAR (shentong database) [ tianshenzhou data technology limited company ], Obase [ shanghai cloud information technology limited company ], egyngeyndb (yi database) [ easy whale technology database ] [ easy seach whale development technology limited company ], tique database [ seqa development database ] [ seqaqqa software limited company ], [ guangjue development of seqai database ], seqa database ], and maqqa database [ ku database ] (seqa database, ku-e company ], maki database, ku, K-DB [ Langchao group Limited ], OpenBASE [ Dongsofu group Limited ], Huayisoft DB Server [ Jiujiang Yilong technology Limited ], HighGoDB (Han high database) [ Han high basic software component Limited ], SinoDB (Star Ruigg database) [ Fujian Xin Rui Ge software Limited ], HUABASE [ Qinghua-Guangdong ring days data and knowledge engineering research center ], iBASE [ Beijing Besse software Limited ], UXDB (super dazzling database) [ Beijing super dazzling software component Limited ], and the like, and provides an API access interface to facilitate the quick access of a third party database and a data source.
In order to facilitate understanding of the above-described technical aspects of the present invention, the above-described technical aspects of the present invention will be described in detail below in terms of specific usage.
When the data visualization design platform dragged by the heterogeneous data source is used specifically, as shown in fig. 2, the data visualization design platform based on the river data uses a complete front-end and back-end separation architecture design, the back-end service only provides the REST mode uniformly, the front end is a web end, and the mobile or other service ends are all facing the REST service uniformly, that is, all user end requests are consistent, and the use description is as follows:
firstly, project management is used for distinguishing and classifying services, each project comprises a data source, a data table, data resources and a visual large screen, all projects are separated, a new project button is clicked, a module of the new project can be popped up, the name and the code are indispensable items, the code is a unique identifier of a project created by a user, color icons are matched by self, and the serial number is the position of the project displayed in the list;
secondly, the data source configuration is used for configuring multiple JDBC data sources and multiple big data platforms;
thirdly, the data resource management is used for the SQL editor to process and convert data, visually inquire the association of multiple tables, upload CSV and JSON data conversion files and acquire HTTP and FTP protocol data files;
The visualization designer is used for supporting the data model to drag and intelligently generate visualization components, configuring the styles of the visualization components and analyzing the free and agile analysis capability;
fifthly, the data large screen is used for visualizing the free layout of the components, supporting the functions of picture layers, transparency setting, frames, background colors, alignment and label enrichment and beautifying the large screen, supporting the self-adaptive mode of the screen, supporting full-screen display, advanced filters, inter-component linkage, group control controller visual components and supporting large data display paging and sliders;
sixthly, release management comprises multi-screen self-adaption of a large screen, a PC, a Pad and a mobile terminal of a mobile phone;
and seventhly, the user management is used for carrying out unified management on the accounts of the visual system and comprises functions of user basic information management, user role and role group distribution management, account life cycle management, password resetting and the like.
In conclusion, by means of the technical scheme of the invention, a plurality of different applications can be developed without coding through the design, the problem that the traditional technology and the business respectively perform their own functions but need to communicate closely is solved, so that non-technical personnel who cannot write SQL language can participate in analysis work, and the requirements of diversification of data and flexibility of analysis in the big data era are met.
The above description is only for the purpose of illustrating the preferred embodiments of the present invention and is not to be construed as limiting the invention, and any modifications, equivalents, improvements and the like that fall within the spirit and principle of the present invention are intended to be included therein.
Claims (10)
1. A data visualization design platform for dragging heterogeneous data sources, the platform comprising:
the system comprises a visualization unit, a display unit and a display unit, wherein the visualization unit comprises abundant visualization charts, professional visualization templates, multi-source data access, multi-resolution large-screen adaptation and application visualization interaction, and the visualization unit adopts a dragging type self-defined arrangement mode to realize various interactive data signboards, data large screens and diversified and cool data visualization page design;
the heterogeneous data source access unit integrates all relevant service data based on heterogeneous data source integration, manages and monitors the accessed data source, realizes layout of a large screen through a simple dragging mode, and displays the data to a user through multiple terminals in a visual interaction mode.
2. The data visualization design platform dragged by heterogeneous data sources according to claim 1, wherein the rich visualization chart is used for providing visualization charts oriented to different services and different scene display requirements, and the rich visualization chart comprises a basic chart and a special-shaped chart, and is internally provided with various color schemes and visualization settings, so that a user is helped to simply, quickly and vividly realize data visualization and multi-scene data display requirements.
3. The data visualization design platform dragged by heterogeneous data sources according to claim 1, wherein the professional visualization template provides a professional cool visualization large-screen template with business attributes and provides professional monitoring indexes and monitoring model references according to different applications of the large-scale application in combination with a business field analysis model.
4. The data visualization design platform for dragging heterogeneous data sources according to claim 1, wherein the multi-source data access comprises receiving local CSV uploading, online API access and dynamic requests, and is used for real-time calculation and monitoring of various types of big data, performing agile and lightweight data analysis, selecting one or more data tables as needed, and performing association analysis and data processing.
5. The data visualization design platform dragged by heterogeneous data sources according to claim 1, wherein the multi-resolution large screen is adaptive to custom setting of the size of a large screen template according to actual application needs, and flexible configuration is adapted to mobile phones, monitoring and display needs of different large screen devices.
6. The data visualization design platform dragged by heterogeneous data sources according to claim 1, wherein the application visualization interaction is based on a JavaScript runtime library and a matched online API document, various complex interactions of different applications and visualizations in the same page are generated, and requirements of city operation monitoring, service analysis and various application scenes are met.
7. The data visualization design platform dragged by heterogeneous data sources according to claim 1, wherein the data adaptation is used for integrating all relevant business data through a business system and an external data source and sending the integrated business data to a big data platform.
8. The data visualization design platform dragged by heterogeneous data sources according to claim 1, wherein the data monitoring is used for managing and monitoring the accessed data sources, converting, correlating and mapping formats of the data sources, adjusting data correlation as required, performing correlation analysis and dynamic adjustment on data from different sources, and monitoring calling states of the accessed data sources in real time.
9. The data visualization design platform dragged by heterogeneous data sources according to claim 1, wherein the visualization editing is used for visualization template setting, large-screen layout is performed in a dragging mode, a visualization editor is used for real-time linkage of data, and multidimensional data drilling, sorting and screening are performed through the visualization editor to be provided for users in a visualization interaction mode.
10. The heterogeneous data source dragged data visualization design platform according to claim 1, wherein the visualization output comprises a PC, a tablet, a smartphone, a television, and a touch screen.
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