CN105183489A - Extjs frame based intelligent data analysis system and method - Google Patents
Extjs frame based intelligent data analysis system and method Download PDFInfo
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Abstract
The invention discloses an Extjs frame based intelligent data analysis method. The intelligent data analysis method adopts a B/S framework, all report configuration and query operation can be completed on a browser, and further, cross-system-platform and cross-browser operation can be realized. The invention further provides determination methods of a report template and a report. The determination method of the report template comprises steps as follows: determining size, line number and row number of the report template; determining the type of the report template; determining an array for storing added data rules. The determination method of the report comprises steps as follows: selecting one report template; spreading the data rules contained in the selected report template; binding a specific database object survey point for the data rules adopting a database as a data source. With the adoption of the methods, reuse of configuration files can be realized, and configuration work can be reduced. Besides, the invention provides a method for rapidly updating cell data. The execution speed can be greatly increased with the method for rapidly updating the cell data.
Description
Technical field
The present invention relates to technical field of data processing, particularly relate to a kind of intelligent data analysis system and method based on Extjs framework.
Background technology
In subway energy management system, form is mainly used in energy consumption statistic and the energy consumption analysis of the management objects such as each station air-conditioning system, ventilating system, illuminator, supply and drain water system, power supply-distribution system, Escalator.Because device type in each station, subsystem, number of devices are identical or close, need the operational factor of statistical study consistent, so in Report form application, all identical form of a large amount of content formats, calculating process can be there is, as each station 10KV electric degree load statistical report form etc.But these forms are all separate configurations in practice, cause a large amount of duplication of labour, increase job costs.
On the other hand, along with subway energy management system progressively shifts to B/S framework from traditional C/S framework, corresponding increasing Report form application will be developed and run under Web environment.In recent years, the research for web form is also increasing gradually, but there are following 2 problems:
1, partial software just achieves the function being inquired about and issued form by web mode, and basic form configuration tool still realizes based on C/S framework.
2, most of web report software is based on Microsoft Excel platform development, makes it cannot the compatible current a large amount of non-IE kernel browser (as Chrome, FireFox etc.) used, and versatility reduces greatly.
Summary of the invention
For the problem of above two aspects, the invention discloses a kind of intelligent data analysis system and method based on Extjs framework, the defining method of report form template of the present invention and form needs the problem of repeated configuration for solving the above-mentioned form identical for content format, and all form configurations and query manipulation can complete on a web browser, cross-system platform and browser-cross operation can be realized.
To achieve these goals, the technical solution used in the present invention is: a kind of intelligent data analysis method based on Extjs framework, adopts B/S framework, provides report form template and form.
According to an aspect of the present invention, it is characterized in that:
Be a series of cell, row, column by the division of teaching contents of form, each cell, row, column are defined as a data rule, divide accordingly, and the content of form is made up of a series of data rule.According to the difference of Data Source in data rule, data rule is divided into static state, computing, database three class.Wherein:
Static source, comprises in the title of form, gauge outfit, table tail and table body for representing the part of row, column title or other illustrative implications;
Computing is originated, and comprises cell, row or the row that just can obtain result after some needs to carry out certain operations by the data of other parts in table body;
Database source, some and database measuring point object binding in table body, need by obtaining cell, the row or column of result alternately with database.
Further, the defining method of report form template of the present invention, specifically comprises step:
S10: the size determining template, and the line number of template and columns;
S11: the type determining template, i.e. daily paper, weekly, monthly magazine, annual report etc.;
S12: determine that an array is for preserving the data rule of interpolation, adds the method for data rule: the division of teaching contents of template be different data rules and determine Data Source, creating corresponding data rule successively and add in template;
Further, what create data rule specifically comprises step:
S121: the Id determining data rule, in template, every bar data rule has unique Id;
S122: the Data Source determining data rule, namely derives from static state, computing or database;
S123: the type determining data rule, the type of data rule has cell, row or row three kinds;
S124: the position determining data rule, i.e. the row, column position that acts on of data rule;
S125: the length determining data rule, namely should from step S124 determines position, and according to the type that step S123 determines, this data rule is expert at or column direction is comprised how many cells, and the data rule length of cell types is defined as 1;
S126: the content determining data rule, originates according to step S122 established data:
Static rule needs to determine that content comprises static number or character string;
Operation rule needs the content determined to comprise operation expression and participates in the cell of computing, row or row;
Static rule needs the content determined to comprise disposal route to data base querying gained raw data, as got maximum, up-to-date, mean value etc., also can represent with a calculation expression.
Further, the defining method of form of the present invention, specifically comprises step:
S20: a selected report form template, the determined form of the present invention all needs to depend on a report form template and can run;
S21: launch the data rule that comprises of selected report form template;
S22: concrete database object measuring point is bound to the data rule that Data Source is database, measuring point and data rule one_to_one corresponding.
According to another aspect of the present invention, provide a kind of intelligent data analysis system based on Extjs framework, comprise web client, background server, described background server connection data storehouse, is characterized in that:
Described web client adopts B/S framework, comprises template configuration module, form configuration module, report query and generation module;
Described each module realizes based on Extjs grid control Ext.grid.Panel, and described each module is caught the operational order of user by the action listener mechanism of Extjs and reacted, and is carried out alternately by Ajax request with described background server simultaneously.
Described template configuration module is used for realizing described report form template and determines, comprising: drawing template establishment, browse template, amendment template, preserve template etc., and the content of report form template adopts JSON data layout to preserve;
Described form configuration module is used for realizing aforesaid form and determines, comprising: create form, browse form, revise form, preserve form etc., form content adopts JSON data layout to preserve;
Described report query and generation module, for providing query generation report capability.
Background server is used for realizing:
Web issues, and provides browser access interface, and responds the Ajax request of web client initiation;
Data processing, preserves, reads, resolves report form template and form, performs statistics and the computing of report data;
Data query, obtains the data needed from described database when query generation form;
File stores, the report form template that stored configuration is good and report file.
Further, query generation form, comprises the following steps:
S30: the inquiry form of selection and query time are sent to described background server as parameter by Ajax;
S31: resolve report file and obtain the database object measuring point configured in template name and form;
S32: resolve described report form template, obtains its size, type and data rule, and generates a two-dimensional array identical with described report form template size;
S33: expanding data source is static data rule, the array wherein comprised or character string is filled into the relevant position of described two-dimensional array;
S33: be written in corresponding data rule by resolving the database object measuring point obtained;
S34: SQL statement is generated to the data rule that every bar is written with database object measuring point according to the type of template, query time, perform every bar SQL statement and obtain raw data, and after performing statistical calculation, statistical calculation result is filled into the relevant position of two-dimensional array;
S35: expanding data source is the data rule of computing, performs the operation expression that every rule comprises, result is entered the relevant position to two-dimensional array;
S36: two-dimensional array is returned described report query and generation module, according to data genaration form.
Further, present invention also offers a kind of method that Ext.grid.Panel cell data are upgraded fast, comprise the following steps: S40: the corresponding dom object obtaining form component and Ext.grid.Panel example;
S41: the cell location and the data that obtain user's amendment;
S42: the cell line position revised according to user, finds corresponding tr node in the children object array of form component dom;
S43: the cell column position revised according to user, finds corresponding td node in the children object array of the tr node found in step S42;
S44: the Update Table that the innerHTML revising td node obtains for step S41;
S45 finds record and field corresponding in Store assembly according to the row and column that user revises, its value is revised as the Update Table that step S41 obtains, but do not trigger the load event of Stroe, with the data consistent keeping the data in Store assembly and form to show.
Beneficial effect of the present invention is, solves the problem in prior art, the form that content format is identical being needed to repeated configuration, and all form configurations and query manipulation can complete on a web browser, can realize cross-system platform and browser-cross operation.
The defining method of report form template of the present invention and form, can realize a report form template and can be supplied to the use of multiple report file; And form is when configuring, and only relating to the source comprised in selected solid plate is the data rule of database, and configuration effort is less, improves work efficiency.
The beneficial effect of the method adopting Ext.grid.Panel cell data to upgrade fast is, only need the innerHTML attribute revising dom node corresponding to institute's dispensing unit lattice to upgrade list data when template and form configuration at every turn, and without the need to refreshing whole form component, substantially increase execution speed.
Accompanying drawing explanation
When considered in conjunction with the accompanying drawings, by referring to detailed description below, more completely can understand the present invention better and easily learn wherein many adjoint advantages, but accompanying drawing described herein is used to provide a further understanding of the present invention, form a part of the present invention, schematic description and description of the present invention, for explaining the present invention, does not form inappropriate limitation of the present invention, wherein:
Fig. 1 is system construction drawing of the present invention;
Fig. 2 is report form template provided by the invention and form defining method embodiment;
Fig. 3 is report form template determination process flow diagram provided by the invention;
Fig. 4 is form determination process flow diagram provided by the invention;
Fig. 5 is query generation form process flow diagram provided by the invention.
Embodiment
For making the object, technical solutions and advantages of the present invention clearly, the present invention is described in further detail below in conjunction with the accompanying drawings and the specific embodiments.
As shown in Figure 1, be made up of web client and background server two parts during the invention process.
Web client realizes based on Extjs framework, for user provides form to configure and query manipulation man-machine interface, is made up of template configuration module, form configuration module, report query and generation module.Background server is by installing the software simulating web issuing function such as IIS or Apache, by backstage language as PHP, JSP etc. realize the reading of form and template file, parsing, preservation, data base querying and a series of data operation, create two catalogues at background server simultaneously and be respectively used to preserve the template and report file that configure.
Embodiment shown in Fig. 2 is in subway energy management system, station 750V protection act form, and in the drawings by its data rule comprised of different demarcation of Data Source.
As Fig. 3, during actual enforcement, the determination of template is realized by client template configuration module, describes report form template configuration concrete methods of realizing in detail in conjunction with the embodiments.
Determine the size of template, namely the line number of template and columns, represent with variable rowIndex and colIndex, creates an Ext.grid.Panel object identical with template size as template configuration window.
Monitor " celldbclick " event of this Ext.grid.Panel object, to catch the double mouse click operation on Ext.grid.Panel cell.
To Ext.grid.Panel object extension ruleArray attribute, type is Array, and initial value is empty, for preserving data rule.
Determine the type of template, report form template type variable temType represents, and expands in Ext.grid.Panel object by this variable, and this parameter value is about decided to be:
It is daily sheet that temType:0 represents type;
It is weekly return that temType:1 represents type;
It is moon form that temType:2 represents type;
It is year form that temType:3 represents type.
Add data rule
Table 1: in practical application, the variable parameter that data rule may comprise
Add form rule and trigger " celldbclick " event by double mouse click Ext.grid.Panel cell, after Ext.grid.Panel Object Snap event, call response function and create a corresponding form rule configuration window, this allocation window is used for the variable parameter involved by allocation list 1, wherein form code id generates by calling Ext.id () function, the position of the cell that the value of rowIndex and colIndex variable and current mouse are double-clicked.Gathering configuration information guarantor by the save button in form rule configuration window after having configured is an object, and is inserted into by this object in the determined ruleArray array of step S41.
Form rule embodiment one:
Form rule embodiment two:
Form rule embodiment three:
Form rule embodiment one, determining a Data Source is static, that type is cell data rule object, and this object effect in the table the 1st row 9 arranges, and implication is be " total " by the text definition of the 1st row 9 column unit lattice in form.
Form rule embodiment two, determining a Data Source is computing, type is the data rule of cell, this object acts on form the 5th row 5 and arranges, according to operateRange and operateFormula attribute, can determine that its implication is: get the data that the 2nd row 2 in form arranges to the 2nd row 8 row 7 cells and be added, the value after addition is filled into the 2nd row 9 column unit lattice.
Form rule embodiment three, determining a Data Source is database, type is the data rule of cell, this object acts on form the 5th row 2 and arranges, statisticType attribute is a self-defining expression formula, its implication is: according to the data object measuring point of its binding, in specified query time, and the number of times that inquiry value value equals 1 is filled into the 5th row 2 column unit lattice.
The content array of current template is turned to JSON object, by Ext.JSON.Ajax.request function by the php page corresponding to backstage for the character string POST after serializing, in the php page, use fwite function template content to be saved in template directory, and use template name as filename.
As Fig. 4, during actual enforcement, the determination of form is realized by Client Reports configuration module, describes form configuration concrete methods of realizing in detail in conjunction with the embodiments.
Determine to represent the report form template that form relies on variable templateFile, this variate-value is the title of relied on report form template.
TemplateFile is sent to as parameter the content that background server obtains corresponding template file, and uses Ext.JSON.decode function to resolve template content.
Obtain rowIndex and the colIndex variable of template, create the Ext.grid.Panel object of a corresponding size as form allocation window, and be its expansion objectArray attribute, type is Array, initial value is empty, for preserving the database object measuring point of binding.
Obtain the temType variable of template, this variate-value is saved as report form type, represents with variable type, the value implication of type is with step S41.
Obtain the data rule array ruleArray of template, every bar data rule is mapped in cell in Ext.grid.Panel object, row or row, and the Data Source of different chromatic zones divided data rules is set at cell, row or row.
Double-click in Ext.grid.Panel object table, represent database source cell, row or column, give corresponding data rule binding data storehouse measuring point object.The measuring point of each binding is as follows:
Added in the objectArray array that step S52 determines.
Preserve form.
The content array of current form is turned to JSON object, by Ext.JSON.Ajax.request function by the php page corresponding to backstage for the character string POST after serializing, in the php page, use fwite function form content to be saved in form catalogue, and use report name as filename.
As shown in Figure 5, during actual enforcement, inquiry and generating report forms are realized by Client Reports inquiry and generation module.Client Reports inquiry and generation module provide a list for showing in current reporting system the operable form configured, and comprise title and the type information of report file in list.Choosing after needing the form of inquiry provides a selection of time control to select query time.Describe the implementation method of report query and production in detail in conjunction with the embodiments.
The inquiry form of selection and query time are sent to background server as parameter by Ajax;
Resolve report file on backstage and obtain the database object measuring point configured in template name and form;
Resolve template file on backstage and obtain the type of template and data rule, and generate a two-dimensional array identical with template size;
At the data rule that expanding data source in backstage is static state, the relevant position array wherein comprised or character string being filled into two-dimensional array;
Resolve the objectArray array of REPORT-OBJECT and the ruleArray of template object on backstage, the database object measuring point that the former each element is preserved is write element corresponding in the latter according to Id;
According to the type of template, query time, SQL statement is generated to the data rule that every bar is written with database object measuring point on backstage, perform every bar SQL statement and obtain raw data, and after performing statistical calculation, statistical calculation result is filled into the relevant position of two-dimensional array;
At the data rule that expanding data source in backstage is computing, perform the operation expression that every rule comprises, result is entered the relevant position to two-dimensional array;
Two-dimensional array is returned report query and generation module, creates the Ext.grid.Panel object of a formed objects according to the size of two-dimensional array, and data in two-dimensional array are written in Ext.grid.Panel.
Above embodiment is just described for partial function of the present invention, but embodiment and accompanying drawing are not limit the present invention.Without departing from the spirit and scope of the invention, any equivalence change done or retouching, belong to the protection domain of the present invention equally.Therefore the content that protection scope of the present invention should define with the claim of the application is standard.
Claims (8)
1. the intelligent data analysis system based on Extjs framework, comprise web client, background server, described background server connection data storehouse, it is characterized in that: described web client adopts B/S framework, comprises template configuration module, form configuration module, report query and generation module;
Described each module realizes based on Extjs grid control Ext.grid.Panel, and described each module is caught the operational order of user by the action listener mechanism of Extjs and reacted, and is carried out alternately by Ajax request with described background server simultaneously.
2. intelligent data analysis system according to claim 1, it is characterized in that: described template configuration module is used for realizing report form template and determines, comprise: drawing template establishment, browse template, amendment template, preserve template, the content of report form template adopts JSON data layout to preserve;
Described form configuration module is used for realizing form and determines, comprising: create form, browse form, revise form, preserve form, form content adopts JSON data layout to preserve;
Described report query and generation module, for providing query generation form.
3. intelligent data analysis system according to claim 1, is characterized in that: described background server is used for realizing:
Web issues, and provides browser access interface, and responds the Ajax request of web client initiation;
Data processing, preserves, reads, resolves report form template and form, performs statistics and the computing of report data;
Data query, obtains the data needed from described database when query generation form;
File stores, the report form template that stored configuration is good and report file.
4. the described intelligent data analysis method based on Extjs frame system of one of claims 1 to 3, adopt B/S framework, provide report form template and form, it is characterized in that, the defining method of described report form template, comprises the following steps:
S10: the size determining described report form template, line number and columns;
S11: the type determining described report form template, i.e. daily paper, weekly, monthly magazine, annual report;
S12: determine that an array is for preserving the data rule of interpolation;
The defining method of described form, comprises the following steps:
S20: a selected report form template, determined form all needs to depend on a report form template and can run;
S21: launch the data rule that comprises of selected report form template;
S22: concrete database object measuring point is bound to the data rule that Data Source is database, measuring point and data rule one_to_one corresponding.
5. intelligent data analysis method according to claim 4, it is characterized in that, the method of adding described data rule is: the division of teaching contents of template is different data rules and determines Data Source, creates corresponding data rule successively and adds in described report form template.
6. intelligent data analysis method according to claim 4, is characterized in that, creates described data rule step and comprises:
S121: the Id determining data rule, in template, every bar data rule has unique Id;
S122: the Data Source determining data rule, i.e. static source, computing source or database source;
S123: the type determining data rule, the type of data rule has cell, row or row three kinds;
S124: the position determining data rule, i.e. the row, column position that acts on of data rule;
S125: the length determining data rule, namely should from step S124 determines position, and according to the type that step S123 determines, this data rule is expert at or column direction is comprised how many cells, and the data rule length of cell types is defined as 1;
S126: the content determining data rule, originates according to step S122 established data:
Static rule needs to determine that content comprises static number or character string;
Operation rule needs the content determined to comprise operation expression and participates in the cell of computing, row or row;
Static rule needs the content determined to comprise disposal route to data base querying gained raw data, also can represent with a calculation expression.
7. according to the intelligent data analysis method one of claim 4 to 6 Suo Shu, it is characterized in that, it also comprises query generation form step:
S30: the inquiry form of selection and query time are sent to background server as parameter by Ajax;
S31: resolve report file and obtain the database object measuring point configured in template name and form;
S32: resolve described report form template, obtains its size, type and data rule, and generates a two-dimensional array identical with report form template size;
S33: expanding data source is static data rule, the array wherein comprised or character string is filled into the relevant position of described two-dimensional array;
S33: be written in corresponding data rule by resolving the database object measuring point obtained;
S34: SQL statement is generated to the data rule that every bar is written with database object measuring point according to the type of template, query time, perform every bar SQL statement and obtain raw data, and after performing statistical calculation, statistical calculation result is filled into the relevant position of two-dimensional array;
S35: expanding data source is the data rule of computing, performs the operation expression that every rule comprises, result is entered the relevant position to two-dimensional array;
S36: two-dimensional array is returned described report query and generation module, according to data genaration form.
8. according to the intelligent data analysis method one of claim 4 to 6 Suo Shu, it is characterized in that, it also comprises cell Data Update step:
S40: obtain the dom object corresponding to form component;
S41: the cell location and the data that obtain user's amendment;
S42: the cell line position revised according to user, finds corresponding tr node in the children object array of form component dom;
S43: the cell column position revised according to user, finds corresponding td node in the children object array of the tr node found in step S42;
S44: the Update Table that the innerHTML revising td node obtains for step S41;
S45 finds record and field corresponding in Store assembly according to the row and column that user revises, its value is revised as the Update Table that step S41 obtains, but do not trigger the load event of Stroe, with the data consistent keeping the data in Store assembly and form to show.
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