CN109739909B - Method and system for rapidly realizing display of data visualization chart based on label - Google Patents

Method and system for rapidly realizing display of data visualization chart based on label Download PDF

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CN109739909B
CN109739909B CN201910012160.0A CN201910012160A CN109739909B CN 109739909 B CN109739909 B CN 109739909B CN 201910012160 A CN201910012160 A CN 201910012160A CN 109739909 B CN109739909 B CN 109739909B
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label
sql
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张立珠
张壮
张兴振
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Inspur General Software Co Ltd
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Abstract

The invention discloses a method and a system for rapidly realizing display of a data visualization chart based on a label, belonging to the technical field of computers, and aiming at solving the technical problem of how to rapidly realize display of the data visualization chart and achieve the effect of developing an original visualization chart; the technical scheme is as follows: (1) a method for rapidly realizing display of a data visual chart based on a label is characterized in that a group of label attributes are defined, database SQL (structured query language) configuration is inquired through the label attributes, dynamic chart data inquiry is realized, formatting processing and concise chart display style setting are carried out on data through the label attributes, and complicated display style attribute setting and data acquisition of the visual chart are packaged in a user-defined label, so that the visual chart is more convenient to develop. (2) A display system for rapidly realizing data visualization charts based on labels comprises a representation module, a control module and a model module.

Description

Method and system for rapidly realizing display of data visualization chart based on label
Technical Field
The invention relates to the technical field of computers, in particular to a method and a system for rapidly realizing data visualization chart display based on a label.
Background
In the development of a visual chart, a programmer can show a required chart by starting with four processes of chart initialization, data acquisition, chart style and chart display, and if a page needs to show a plurality of charts, the process is tedious and error-prone. How to rapidly realize the display of the data visualization chart and achieve the effect of developing the original visualization chart is a technical problem solved by the prior art.
Patent document No. CN107491553A discloses a data mining method and system, including: and the SQL query engine based on the memory queries and analyzes the source data in the big data warehouse according to the query instruction, and stores the analysis result. And the data exploration and visualization tool explores and visually displays the query result. However, the technical scheme can not realize the display of the data visualization chart, and achieves the effect of developing the original visualization chart.
Disclosure of Invention
The invention provides a method and a system for rapidly displaying a data visualization chart based on a label, and aims to solve the problem of how to rapidly display the data visualization chart and achieve the effect of developing an original visualization chart.
The technical task of the invention is realized in the following way, the method for rapidly realizing the display of the data visual chart based on the label is characterized in that a group of label attributes are defined, the SQL configuration of a database is inquired through the label attributes, the dynamic chart data inquiry is realized, the formatting processing and the concise chart display style setting are carried out on the data through the label attributes, the fussy display style attribute setting and data acquisition of the visual chart are encapsulated in a user-defined label, and therefore, the development of the visual chart is more convenient.
Preferably, the tag attributes include id, reportId, reportType, reportSpecs, reportParams, chartType, mapType, clickcart, dbclickcart, chartttle, chartDataOptions, chartplayoptions, height, width, display, style.
Preferably, the label attribute query database SQL configuration realizes the specific steps of dynamically querying chart data as follows:
(1) Configuring reportId and reportParams attributes of the custom tag;
(2) Querying dynamic SQL from the table according to the configured reportId;
(3) Dynamically splicing SQL according to the configured reportParams parameter to generate executable SQL and query data;
(4) And packaging the inquired data into a JSON string which can be used by the visual chart and returning the JSON string to the user-defined label.
Preferably, the label attribute query database SQL configuration implements dynamic query of chart data mainly including two data acquisition approaches:
(1) transmitting the SQL identification ID to a background by using a reportId attribute, inquiring the SQL by the background through an inquiry database, splicing parameters into the SQL according to the configuration of reportParam and then inquiring data;
(2) and directly executing the SQL query data configured by the reportSpecs attribute by the background by using the reportSpecs attribute.
Preferably, when the data is formatted through the tag attribute, the chartDataOptions attribute is used for formatting the page display data; for example: { ' DATA _0' [ ' bar ', ' health ', '% ',0, ' p2' ], DIM _0' [ ' Category ' ] }, DATA formats the DATA axis content, DIM formats the X axis;
the formatted content includes visual chart message prompt box display content, chart type selection, axis name, and data decimal point percentage handling.
Preferably, the specific case of the chart display style set by the concise tag attributes is as follows:
(1) properties lists common chart attributes in a KEY = VALUE mode, and chart display style configuration is carried out by using chartDisplayoptions attributes; for example: chartDisplayOptions = "{ ' cpl ': 8% ', ' cpr ': 13% };
(2) and aiming at the configuration of the difficult chart display style, if the difficult chart display style configuration in the resource files cannot be realized, the custom label also supports the conventional visual chart form definition OPTION to configure the chart style.
Preferably, the tag attribute is configured by configuring chartType and mapType attributes, the self-defined tag is finally displayed as a plurality of visual charts, and the self-defined tag sets a display style for the charts by default through the configured content; meanwhile, the user-defined label also reserves an interface for visual chart expansion.
More preferably, the visualization chart includes a line graph, a bar graph, a pie graph, a map, a thermodynamic diagram, and a point graph.
A display system for rapidly realizing data visualization charts based on labels comprises a representation module, a control module and a model module;
the representation module is used for defining a group of label attributes;
the control module is used for querying the SQL configuration of the database through the tag attributes, realizing dynamic query of the chart data, and formatting the data and concisely setting the chart display style through the tag attributes;
the model module is used for encapsulating the fussy style attribute setting and data acquisition of the visual chart in the user-defined label, so that the visual chart is more convenient to develop.
Preferably, the tag attributes include id, reportId, reportType, reportSpecs, reportParams, chartType, mapType, clickcart, dbclickcart, chartttle, chartDataOptions, chartplayoptions, height, width, display, style.
The method and the system for rapidly realizing the display of the data visualization chart based on the label have the following advantages that:
the method comprises the steps that firstly, a visual chart development process is packaged by using a custom label, a programmer can achieve the effect of original visual chart development by configuring the attribute of the custom label, and meanwhile, the purpose of visual chart display can be achieved by configuring the attribute of the label;
the style attribute setting and data acquisition of the complex visual chart are encapsulated in the custom label, so that the visual chart is developed more conveniently;
the method comprises the steps that a group of custom tag attributes are defined, wherein the group of custom tag attributes comprise style setting required by visual chart display, dynamic SQL configuration for acquiring display data of a support visual chart and subsequent editing operation for data display; compared with the existing visual chart programming development mode, the method is easy to analyze and expand, eliminates the tedious work of programming personnel on setting the visual chart, simplifies codes, improves development efficiency, and has good popularization and application values.
Drawings
The invention is further described below with reference to the accompanying drawings.
FIG. 1 is a block diagram of a tag attribute query database SQL configuration flow;
FIG. 2 is a block diagram of a display system for rapidly implementing data visualization charts based on labels;
FIG. 3 is a diagram showing the effect of the page table in example 3.
Detailed Description
The method and system for displaying a chart based on rapid data visualization based on labels according to the present invention are described in detail below with reference to the drawings and specific embodiments of the specification.
Example 1:
the method for rapidly realizing the display of the data visualization chart based on the label is characterized in that a group of label attributes are defined, SQL configuration of a database is inquired through the label attributes, dynamic chart data inquiry is realized, formatting processing and concise chart display style setting are carried out on the data through the label attributes, and complicated display style attribute setting and data acquisition of the visualization chart are packaged in a user-defined label, so that the visualization chart is developed more conveniently. The tag attributes include id, reportId, reportType, reportSpecs, reportParams, chartType, mapType, clickChart, dbClickChart, chartTitle, chartDataOptions, chartDisplayOptions, height, width, display, style.
As shown in fig. 1, the specific steps of querying the database SQL configuration by the tag attribute to dynamically query the chart data are as follows:
(1) Configuring reportId and reportParams attributes of the custom tag;
(2) Querying dynamic SQL from the table according to the configured reportId;
the table structure is as follows:
Figure BDA0001937742890000041
(3) Dynamically splicing SQL according to the configured reportParams parameters to generate executable SQL and query data;
(4) And packaging the inquired data into a JSON string which can be used by a visual chart and returning the JSON string to the user-defined label.
The label attribute query database SQL configuration realizes dynamic query of chart data mainly comprises two data acquisition ways:
(1) transmitting the SQL identification ID to a background by using a reportId attribute, inquiring the SQL by the background through an inquiry database, splicing parameters into the SQL according to the configuration of reportParam and then inquiring data;
(2) and directly executing SQL query data configured by the reportSpecs attribute by using the reportSpecs attribute.
When the data is formatted through the tag attribute, formatting the page display data by using a chartDataOptions attribute; for example: { ' DATA _0' [ ' bar ', ' health ', '% ',0, ' p2' ], DIM _0': ' Category ' ], DATA formats the DATA axis contents, DIM formats the X axis; the formatted content includes visual chart message prompt box display content, chart type selection, axis name, and data decimal point percentage handling.
The specific situations of the chart display style are set through the concise label attribute as follows:
(1) listing common chart attributes in a manner of KEY = VALUE in properties, and configuring the chart display style by using chartDisplayoptions attributes; for example: chartDisplayOptions = "{ 'cpl': 8% ',' cpr ': 13%' };
(2) and aiming at the configuration of the graph display style which is difficult, if the configuration of the graph display style which is difficult in properties cannot be realized, the custom tag also supports the configuration of the graph style by using the conventional visual graph form definition OPTION.
The label attribute is configured by configuring chartType and mapType attributes, the user-defined label is finally displayed into a plurality of visual charts, and the user-defined label sets a display style for the charts through the configured content in a default mode; meanwhile, the user-defined label also reserves an interface for visual chart expansion. The visualization charts include line charts, bar charts, pie charts, maps, thermodynamic diagrams, and point diagrams.
Example 2:
as shown in FIG. 2, the system for displaying a chart based on rapid data visualization of a tag of the present invention comprises a representation module, a control module and a model module; the representation module is used for defining a group of label attributes; the control module is used for querying the SQL configuration of the database through the tag attributes, realizing dynamic query of the chart data, and formatting the data and concisely setting the chart display style through the tag attributes; the model module is used for setting style attributes and acquiring data of the complex visual chart and packaging the style attributes and the data in the user-defined label, so that the visual chart is developed more conveniently. The tag attributes include id, reportId, reportType, reportSpecs, reportParams, chartType, mapType, clickChart, dbClickChart, chartTitle, chartDataOptions, chartDisplayOptions, height, width, display, style.
Example 3:
bar graph example:
(1) The general property configuration of properties, the main code is as follows:
cpl=/grid/x
cpr=/grid/x2
cpt=/grid/y
cpb=/grid/y2
s0bgw=/series/0/barWidth
y1=/yAxis/1/show
ls=/legend/show
lx=/legend/x
ly=/legend/y
y0ntfs=/yAxis/0/nameTextStyle/fontSize;
(2) And importing a custom tag into the JSP page, wherein the main codes are as follows:
<%@taglibprefix="ichart"tagdir="/WEB-INF/tags/mashups/ichart"%>;
(3) The main codes of the DIV container where the echarts chart is added are as follows:
<div style="height:200px;width:200px;"></div>;
(4) The column diagram is configured by using the custom tag attribute of the invention, and the main codes are as follows:
Figure BDA0001937742890000061
description of parameter configuration:
a) The id = "lqjkd _ bar _ lwjkdpm _ qs" parameter: the id name of the built-in div of the custom tag is designated as "lqjkd _ bar _ lwjkdpm _ qs".
b) reportId = "lqjkd _ bar _ lwjkdpm _ qs", reportType = "sqlquery", reportSpecs = "", three parameters: when the reportSpecs is empty, the dynamic SQL with the ID of "lqjkd _ bar _ lwjkdpm _ qs" is inquired from the table again, and reportType = "sqlquery" indicates that the execution mode of SQL is a select retrieval mode.
c).reportParams="{'p_date':'$selDateStart(yyyyMMdd,1)$',
'p_sz':'$selSzZz$',
'p _ kd' $ selZz $ '}' parameter states: the parameter indicates the parameter that the dynamic SQL query needs to use. For example: in SQL text, $ ahwheterestmt (and a = '# p _ date #) $, the background java code will obtain the value of selDateStart from sesseiton, if not, then $ ahwheterestmt (and a =' # p _ date #) $ this segment of SQL content will not appear in final SQL, and if the value of selDateStart is '20180801', then final SQL will be spliced with upper and a = '20180801' for query.
d) chartType = "linebar" parameter description: the custom tag searches for the default style of the column diagram according to the linebar parameter in the chartType, and performs default style rendering on the diagram.
e) chartTitle = "" -parameter description: the visual chart is provided with a title.
f).chartDisplayOptions="{'cpl':'8%',
'cpr':'13%',
'cpt':'20%',
'cpb':'20%',
's0bgw':25,
'y1':false,
'x0lr':-10,
'ls':true,
'lx':'right',
'ly':'top',
The 'y0ntfs': 0 '}' parameter states: when the default chart style in chartType does not satisfy the chart style, the chart attributes are expanded using the parameter values in chartDisplayOptions. The parameters in chartDisplayOptions are to configure the chart style with the resource configuration files (. Properties). For example: cpl is/grid/x in properties file, indicating cpl is the distance of the configuration coordinate system from the div container coordinates, s0bgw is/series/0/barWidth in properties file, indicating sobgw is the width of the bar graph configuring series set 0 data.
g) Width = "100%" parameter description: the chart is indicated to account for 100% of the width of the DIV container.
h) Height = "100%" parameter description: the chart is indicated to account for 100% of the height of the DIV container.
(5) If there are no attributes required for the graph display in the resource profiles (. Properties), the graph attributes may be extended in the resource profiles (. Properties) using the KEY = VALUE format. For example: the display of the Y-axis scale label is controlled by adding Y0ls =/yAxis/0/axisLabel/show, and then the attribute chartDisplayoptions uses 'Y0ls' to control the display of the Y-axis scale label, 'Y0ls' and false to control the display of the Y-axis scale label.
(6) If the attribute is not well assigned by using KEY = VALUE of the resource configuration file (. Properties), the OPTION attribute can be set by using the original mode of the visual chart. Setting an OPTION variable name in a form of adding a suffix _ chartOptionVar to a self-defined tag id;
the main codes are as follows:
Figure BDA0001937742890000081
(7) And page diagram effect diagram, as shown in fig. 2.
Finally, it should be noted that: the above embodiments are only used to illustrate the technical solution of the present invention, and not to limit the same; while the invention has been described in detail and with reference to the foregoing embodiments, it will be understood by those skilled in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some or all of the technical features may be equivalently replaced; and these modifications or substitutions do not depart from the spirit of the corresponding technical solutions of the embodiments of the present invention.

Claims (3)

1. A display method for rapidly realizing data visualization charts based on labels is characterized in that a group of label attributes are defined, SQL configuration of a database is inquired through the label attributes, dynamic chart data inquiry is realized, formatting processing and concise chart display style setting are carried out on data through the label attributes, and complicated display style attribute setting and data acquisition of visualization charts are encapsulated in custom labels, so that visualization charts are developed more conveniently;
wherein the label attribute comprises id, reportId, reportType, reportSpecs, reportParams, chartType, mapType, clickChart, dbClickChart, chartTitle, chartDataOptions, chartDisplayOptions, height, width, display and style;
the label attribute queries database SQL configuration, and the specific steps for realizing dynamic query of chart data are as follows:
(1) Configuring reportId and reportParams attributes of the custom tag;
(2) Querying dynamic SQL from the table according to the configured reportId;
(3) Dynamically splicing SQL according to the configured reportParams parameters to generate executable SQL and query data;
(4) Packaging the inquired data into a JSON string which can be used by a visual chart and returning the JSON string to the user-defined label;
the label attribute query database SQL configuration realizes that the chart data is dynamically queried, and mainly comprises two data acquisition ways:
(1) transmitting the SQL identification ID to a background by using a reportId attribute, inquiring the SQL by the background through an inquiry database, splicing parameters into the SQL according to the configuration of reportParam and inquiring data;
(2) using the reportSpecs attribute, and directly executing SQL query data configured by the reportSpecs attribute by a background;
when the data is formatted through the tag attribute, formatting the page display data by using a chartDataOptions attribute;
the formatted content comprises visual chart message prompt box display content, chart type selection, axis name and data decimal point percentage processing;
the specific situation of chart display style set through concise label attributes is as follows:
(1) properties lists common chart attributes in a KEY = VALUE mode, and chart display style configuration is carried out by using chartDisplayoptions attributes;
(2) aiming at the configuration of the graph display style which is difficult, if the configuration of the graph display style which is difficult in properties cannot be realized, the custom tag also supports the configuration of the graph style by using the conventional visual graph form definition OPTION;
configuring a self-defined label to be finally displayed into a plurality of visual charts by configuring attributes of chartType and mapType, and setting a display style for the charts by the self-defined label through the configured content default; meanwhile, the custom label also reserves an interface for visual chart expansion.
2. The method for displaying a label-based data visualization chart on a fast basis as claimed in claim 1, wherein the visualization chart comprises a line chart, a bar chart, a pie chart, a map, a thermodynamic chart and a dot chart.
3. A display system for rapidly realizing data visualization charts based on labels is characterized by comprising a representation module, a control module and a model module;
the representation module is used for defining a group of label attributes;
the control module is used for querying the SQL configuration of the database through the tag attributes, realizing dynamic query of the chart data, and formatting the data and concisely setting the chart display style through the tag attributes;
the model module is used for encapsulating style attribute setting and data acquisition of a fussy visual chart in a user-defined label, so that the visual chart is more convenient to develop;
the label attributes comprise id, reportId, reportType, reportSpecs, reportParams, chartType, mapType, clickChart, dbClickChart, chartTitle, chartDataOptons, chartDisplayOptons, height, width, display and style;
the label attribute queries database SQL configuration, and the specific steps for realizing dynamic query of chart data are as follows:
(1) Configuring reportId and reportParams attributes of the self-defined label;
(2) Querying dynamic SQL from the table according to the configured reportId;
(3) Dynamically splicing SQL according to the configured reportParams parameter to generate executable SQL and query data;
(4) Packaging the inquired data into a JSON string which can be used by a visual chart and returning the JSON string to the user-defined label;
the label attribute query database SQL configuration realizes that the dynamic query of chart data mainly comprises two data acquisition ways:
(1) transmitting the SQL identification ID to a background by using a reportId attribute, inquiring the SQL by the background through an inquiry database, splicing parameters into the SQL according to the configuration of reportParam and inquiring data;
(2) using the reportSpecs attribute, and directly executing SQL query data configured by the reportSpecs attribute by a background;
when formatting the data through the tag attribute, formatting the page display data by using a chartDataOptions attribute;
the formatted content comprises visual chart message prompt box display content, chart type selection, axis name and data decimal point percentage processing;
the specific situation of chart display style set by concise tag attributes is as follows:
(1) listing common chart attributes in a manner of KEY = VALUE in properties, and configuring the chart display style by using chartDisplayoptions attributes;
(2) aiming at the configuration of the difficult chart display style, if the difficult chart display style configuration in the resource files cannot be realized, the custom label also supports the conventional visual chart form definition OPTION to configure the chart style;
configuring a self-defined label to be finally displayed into a plurality of visual charts by configuring attributes of chartType and mapType, and setting a display style for the charts by the self-defined label through the configured content default; meanwhile, the user-defined label also reserves an interface for visual chart expansion.
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