CN110427410A - A kind of method and system for realizing data statistics based on form component - Google Patents
A kind of method and system for realizing data statistics based on form component Download PDFInfo
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- CN110427410A CN110427410A CN201910690668.6A CN201910690668A CN110427410A CN 110427410 A CN110427410 A CN 110427410A CN 201910690668 A CN201910690668 A CN 201910690668A CN 110427410 A CN110427410 A CN 110427410A
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- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
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Abstract
The invention discloses a kind of method and system that data statistics is realized based on form component, the system includes the list generation module for generating list, and the data statistics component and data statistics analytic unit for including to list are handled, and obtain the component processing module of data statistics field and data statistic analysis field.The system further includes field attribute definition module and data statistics module, in which: the field attribute definition module, for the statistical attribute of configuration data static fields and the relating attribute of data statistic analysis field；The data statistics module, based on the field that data source and parsing obtain, generates sql sentence to inquire database, obtains statistical result for obtaining and parsing configured good relating attribute and statistical attribute.During realizing statistical method, it is based on above-mentioned various functions module, realizes data statistics and displaying.Using this method and system, bring, which has the beneficial effect that, realizes that shared data source shows that different statistics shows result.
Description
Technical field
The present invention relates to data statistics field, more specifically to the data statistics component for including in a kind of list and
Components of data analysis carries out the method and system of data statistics in list.
Background technique
Customizing form is characterized in that the operation (increase, delete, changing) of very powerful and flexible form controls, therefore is creating
It after building form templat, needs to be tracked customized list, statistics etc. can not just directly adopt the mode of conventional list.
Existing mode is the certain part fixed fields of a statistics/tracking, be unable to reach user to the inquiries of data, point
Analysis, process demand, however custom design is required to using traditional data collection and analysis, therefore existing data acquire, divide
Analysis technology has been extremely difficult to the demand that client constantly changes, and for different data sets this require to make software it is more
Modification, to need to put into more manpower and time cost.
Summary of the invention
The technical problem to be solved in the present invention is that being extremely difficult to visitor for the acquisition of existing data, analytical technology
The demand defect that family is constantly changed provides a kind of method and system that data statistics is realized based on form component.
The technical solution adopted by the present invention to solve the technical problems is: constructing a kind of based on form component realization data system
The system of meter, the system include the list generation module for generating list, and for the list for generation, to list packet
The data statistics component and data statistics analytic unit included is handled, and corresponding data statistics field and data statistics point are obtained
Analyse the component processing module of field, which is characterized in that the system further includes field attribute definition module and data statistics mould
Block, in which:
The field attribute definition module, statistical attribute and data statistic analysis for configuration data static fields
The relating attribute of field；Wherein, the statistical attribute includes following 3 class, respectively list source attribute, packet attributes and high fraction
Group attribute, statistical attribute and advanced statistical attribute；The relating attribute includes data statistics source attribute；
Data statistics module is obtained for obtaining and parsing configured good relating attribute and statistical attribute based on parsing
Data source, grouping field and static fields, generate sql sentence and inquire database, obtain statistical result.
Further, the data statistics module includes that list analysis module, data association module and data are analyzed,
In:
The list analysis module is carried out for obtaining list from list generation module, and to the field structure of list
Analysis, finds data statistic analysis field；
The data association module, for being configured in data statistic analysis field from being got in field attribute definition module
Data statistics source attribute, the data statistics source i.e. data statistics field that data statistic analysis field is associated with is found, according to pass
The data statistics source being linked to obtains the statistical attribute configured in the data statistics field；
The data analysis module, the statistical attribute for being associated with to the data association module are parsed, are based on
The configuration item of list source attribute, packet attributes and high level packet attribute, statistical attribute and advanced statistical attribute generates corresponding
Sql query statistic sentence inquires database based on the sql query statistic sentence of generation, obtains data statistics result.
Further, the data statistics module further includes data display module, and the data display module is for obtaining
Data statistics that data analysis module is calculated as a result, and using web server feedback to terminal presentation facility, carry out real-time
Display.
Further, the component processing module needs to be patterned statistical result displaying for user, in list
When configuring multiple data component exhibitings, which further includes the processing to data component exhibiting, and the corresponding field attribute is fixed
Adopted module further includes the configuration to the data statistics source attribute of each data component exhibiting.
Further, the field attribute definition module includes packet attributes configuration module, high level packet attribute configuration
Module, advanced statistical attribute configuration module, basic statistics attribute configuration module, in which:
The packet attributes configuration module, high level packet attribute configuration module, define the field to be grouped；The base
This statistical attribute configuration module, advanced statistical attribute configuration module, define the field to be counted；
The packet attributes configuration module, for defining the constant type field to be grouped；
The high level packet attribute configuration module, for defining the types of variables field to be grouped, wherein by configuring one
A grouping expression formula comprising including types of variables field, at runtime, by further parsing the value of grouping expression formula, according to
The value for parsing obtained expression formula realizes the grouping of types of variables field；
Basic statistics attribute configuration module, for defining the basic statistical field that carry out statistical calculation；
Advanced statistical attribute configuration module defines its corresponding statistical calculation formula for being directed to basic statistical field.
Further, which is to configure basis based on list to realize, by configuring the attribute of corresponding component, is defined
The behavioural characteristic of field, wherein the component processing module includes using Graphic Design device, for every component of list,
Generate the corresponding field of every component.
A kind of method that data statistics is realized based on form component disclosed by the invention, using such as above-mentioned realization data statistics
The various functions module of system carry out form data analysis and statistics, method includes the following steps:
S1, in the service design stage, after creating list, the data statistics component and components of data analysis that will include in list
It is dragged in Graphic Design device, generates corresponding data statistics field and data analysis field.
S2, user are according to business demand, using the field attribute definition module, to the statistics category of data statistics field
The relating attribute of property and data statistic analysis field is configured；
S3, list is obtained from list generation module, and right using the list analysis module in the service operation stage
The field structure of list is analyzed, and data statistic analysis field is found；
S4, after finding data statistic analysis field, using the data association module, from field attribute definition module
The data statistics source attribute configured in data statistic analysis field is got, the data that data statistic analysis field is associated with are found
Statistic Source, that is, data statistics field obtains the system configured in the data statistics field according to the data statistics source being associated with
Count attribute；
S5, using data analysis module, the statistical attribute being associated with to the data association module parses, based on solution
Obtained data source, grouping field and static fields are analysed, corresponding sql query statistic sentence is generated, the sql inquiry based on generation
Sentence is counted to inquire database, obtains data statistics result.
Further, user needs to be patterned statistical result displaying, configures multiple data component exhibitings in list
When, first with the component processing module, data component exhibiting is handled to obtain corresponding field；
Secondly, using the field attribute definition module, to matching for the data statistics source attribute of each data component exhibiting
It sets, wherein when configuration data Statistic Source attribute, all data component exhibitings are configured to the same data statistics group
When part or data statistics collection component, realize the shared of data source, shared i.e. all data component exhibiting configurations jointly after
Data statistics component or data statistics collection component are held；
The data statistics collection component is made of multiple data statistics components.
Further, in step S2, the packet attributes configuration module, high level packet attribute configuration module, definition are utilized
The field to be grouped；
Using the basic statistics attribute configuration module, advanced statistical attribute configuration module, the field to be counted is defined；
It is postponed in completion statistical attribute and matching for relating attribute, later data analysis module passes through the configuration for calling attribute
, it does and handles in next step.
It is of the present invention it is a kind of based on form component realize data statistics method and system in, adopted by configuration
Collection and analysis data, solution traditional software acquisition data are very long, the drawbacks of taking time and effort.
Implement a kind of method and system for realizing data statistics based on form component of the invention, has below beneficial to effect
Fruit:
1, the concrete function of component is realized by different characteristics possessed by component based on Components Development；
2, data statistics collection component and data statistics analytic unit based on list, data statistics function is separated,
The multi-party different analytical effect of a data source is formd well；
3, it is based on a data statistics component, the Allocation Analysis of multiple data statistic analysis components can be associated with, is shared
Data source.
Detailed description of the invention
Present invention will be further explained below with reference to the attached drawings and examples, in attached drawing:
The flow chart of data statistical approach is executed when Fig. 1 is operation；
Fig. 2 is the flow chart of data statistics configuration design；
Fig. 3 is the structure chart of data statistics system.
Specific embodiment
For a clearer understanding of the technical characteristics, objects and effects of the present invention, now control attached drawing is described in detail
A specific embodiment of the invention.
Fig. 1-Fig. 2 is please referred to, to execute the flow chart of data statistical approach, the stream of data statistics configuration design when operation
Cheng Tu describes to the implementation steps of data statistical approach in detail below in conjunction with above-mentioned two width figure.
This method is divided into service design stage and service operation stage；It is that user is based on first at the service design stage
List generation module creates list；Then, using Graphic Design device, to data statistics component corresponding in list and data point
Analysis component processes, and obtains corresponding data statistics field and data statistic analysis field；Then, user is according to practical business need
It asks, using field attribute definition module, the association category of statistical attribute and data statistic analysis field to data statistics field
Property is configured；I.e. user defines relevant attribute according to demand, in the attribute of data statistics field, defines to be counted
Data source, packet attributes and high level packet attribute (define and counted according to based on what type of grouping), statistics and height
Grade statistical attribute (defining the static fields to be inquired) is summarized as defining the data source to be counted, the field of Yao Tongji and want
The field of grouping；In the attribute of data analysis field, its relating attribute is defined, i.e., is data statistics word by attribute configuration
Section, is associated with data statistics field for the analysis field, i.e., by the data source of data statistics field definition, the analysis field the most
Data source；Wherein, the data statistics field is directed in list to carry out the data of data statistics, the data analysis
Field is directed to using data statistics field as data source, by getting data source, is further carried out to data source data
Statistics, analysis processing.
Then, in service operation, in the service operation stage, using the list analysis module, from list generation module
Middle acquisition list, and the field structure of list is analyzed, find data statistic analysis field；Then, number is being found
After analyzing field according to statistics, using the data association module, data statistic analysis is got from field attribute definition module
The data statistics source attribute configured in field finds the data statistics source i.e. data statistics word that data statistic analysis field is associated with
Section, according to the data statistics source being associated with, obtains the statistical attribute configured in the data statistics field；Then, number is utilized
According to analysis module, the statistical attribute being associated with to the data association module is parsed, and is based on list source attribute, packet attributes
With the configuration item of high level packet attribute, statistical attribute and advanced statistical attribute, corresponding sql query statistic sentence is generated, is based on
The sql query statistic sentence of generation, calling interface further obtain data statistics result to inquire database.
It in present example, needs to be patterned statistical result displaying in user, configures multiple data exhibitions in list
When showing component, first with the component processing module, data component exhibiting is handled to obtain corresponding field；Secondly,
Using the field attribute definition module, the data statistics source attribute of each data component exhibiting is configured, wherein matching
When setting data statistics source attribute, all data component exhibitings are configured to the same data statistics collection component, realize number
According to the shared of source, shared i.e. all data component exhibiting configurations inherit data statistics component or data statistics collection jointly
Component.
In the middle, in step s 2, the packet attributes configuration module, high level packet attribute configuration module, define and want
The field of grouping；The basic statistics attribute configuration module, advanced statistical attribute configuration module, define the word to be counted
Section；Wherein, the packet attributes configuration module defines the constant type field to be grouped；Matched using the high level packet attribute
Module is set, the types of variables field to be grouped is defined；
Using the basic statistics attribute configuration module, definition will carry out the basic statistical field of statistical calculation；Using institute
Advanced statistical attribute configuration module is stated, for basic statistical field, defines its corresponding statistical calculation formula.
Later period, data statistics module, then data source, grouping field and the static fields that can be obtained according to parsing generate
Sql sentence inquires database, obtains statistical result.
It needs to be further explained, high level packet attribute is the extension of packet attributes, and packet attributes can only configure
The grouping of constant type, and high level packet can be with the grouping of configuration variables type, such as: high level packet attribute is for field
When the data of " aa ", " 22 ", it on the one hand can use packet attributes, the constant field this kind of to " 22 " is directly grouped；But
It is for " aa " this kind of variable field, then in the present embodiment, specially to define one comprising including the variable field
Expression formula, such as: expression formula as { aa } can be defined, wherein " aa " is variable field, when program operation, then can
The value of this expression formula is parsed, the later period is grouped according to the value of the expression formula of parsing.
What basic statistics attribute to be counted is basic field, summation including field, the basic statistics such as average, if
It needs to calculate basic statistical data, then needs to configure advanced statistical attribute.Such as: two are configured in static fields attribute
Field f1, f2, field f1, f2 have respectively corresponded the statistical number of field, calculate the two statistics numbers to statistics
With then need to configure formula as " f1+f2 " in statistical calculation formula, and the formula be named as the system with newname
Count field；In the present embodiment, the statistical calculation formula is directed to the formula in mysql, such as: field f1 and field f2,
Field name is respectively the amount of money 1 and the amount of money 2, if the summation to carry out to the amount of money, can define sum formula: f1+f2, or
Person SUM (f1, f2), wherein the formula is named as total amount.
Because this system is developed based on sql, query result, therefore advanced statistical category are obtained by directly inquiring sql
Property formula in as needed, the function of sql can also be configured, this system can solve formula according to the incidence relation of field
Analysis generates the grammer that sql can be identified to inquire database.
The system results of above-mentioned realization data statistical approach, referring to FIG. 3, it is the structure chart of data statistics system.It should
System includes list generation module L1, component processing module L2, field attribute definition module L3 and data statistics module L4,
In:
The list generation module L1 is used to generate the list generation module of list；
The component processing module L2 is used for for the list generated, the data statistics component for include to list and data system
Meter analytic unit is handled, and corresponding data statistics field and data statistic analysis field are obtained；
The field attribute definition module L3 is used for the statistical attribute and data statistic analysis of configuration data static fields
The relating attribute of field；Wherein:
The field attribute definition module L3 includes packet attributes configuration module L31, high level packet attribute configuration module
L32, basic statistics attribute configuration module L33, advanced statistical attribute configuration module L34, in which:
The packet attributes configuration module L31 is for defining the constant type field to be grouped；
The high level packet attribute configuration module L32 is for defining the types of variables field to be grouped, wherein passes through and configures
One includes the grouping expression formula including types of variables field, at runtime, by further parsing the value of grouping expression formula, root
The value of the expression formula obtained according to parsing realizes the grouping of types of variables field；
Basic statistics attribute configuration module L33 is for defining the basic statistical field that carry out statistical calculation；
Advanced statistical attribute configuration module L34 is used to be directed to basic statistical field, defines its corresponding statistical calculation formula.
Data statistics module L4 is obtained for obtaining and parsing configured good relating attribute and statistical attribute based on parsing
Data source, grouping field and static fields, generate sql sentence and inquire database, obtain statistical result.Wherein:
The data statistics module L4 includes that list analysis module L41, data association module L42 and data analyze L43,
In:
The list analysis module L41 for obtaining list from list generation module, and to the field structure of list into
Row analysis, finds data statistic analysis field；
The data association module L42 is used to match in data statistic analysis field from getting in field attribute definition module
The data statistics source attribute set finds the data statistics source i.e. data statistics field that data statistic analysis field is associated with, according to
The data statistics source being associated with obtains the statistical attribute configured in the data statistics field；
The statistical attribute that the data analysis module L43 is used to be associated with the data association module parses, base
In list source attribute, the configuration item of packet attributes and high level packet attribute, statistical attribute and advanced statistical attribute, generate corresponding
Sql query statistic sentence inquires database based on the sql query statistic sentence of generation, obtains data statistics result.
It is also provided with data display module L44 in the data statistics module L4, the data display module L44 is for obtaining
The data statistics that data analysis module is calculated is taken as a result, and utilizing web server feedback to terminal presentation facility, progress reality
When show.
The present embodiment when needing to be patterned displaying to statistical result for user, can also be configured in list
Multiple data component exhibitings (such as histogram component, cake chart component and data statistics show list element), pass through data exhibition
Show that component carries out the displaying of statistical data.The data component exhibiting being currently related to, it is also necessary to utilize the component processing module
Data component exhibiting is handled, corresponding field is obtained；Then, to each data in the field attribute definition module
The configuration of the data statistics source attribute of component exhibiting.Each data component exhibiting is configured to the same data statistics component, i.e.,
One data statistics component liaison has arrived multiple data statistics component exhibitings, and all data component exhibitings have shared same
Data source visualizes statistical result by different component exhibitings, forms the different exhibitions in many ways of a data source
The effect shown.
The embodiment of the present invention is described with above attached drawing, but the invention is not limited to above-mentioned specific
Embodiment, the above mentioned embodiment is only schematical, rather than restrictive, those skilled in the art
Under the inspiration of the present invention, without breaking away from the scope protected by the purposes and claims of the present invention, it can also make very much
Form, all of these belong to the protection of the present invention.
Claims (9)
1. a kind of system for realizing data statistics based on form component, which includes generating mould for generating the list of list
Block, and for the list for generation, the data statistics component and data statistics analytic unit for include to list are handled,
Obtain the component processing module of corresponding data statistics field and data statistic analysis field, which is characterized in that the system is also wrapped
Include field attribute definition module and data statistics module, in which:
The field attribute definition module, statistical attribute and data statistic analysis field for configuration data static fields
Relating attribute；Wherein, the statistical attribute includes following 3 class, respectively list source attribute, packet attributes and high level packet category
Property, statistical attribute and advanced statistical attribute；The relating attribute includes data statistics source attribute；
Data statistics module, for obtaining and parsing configured good relating attribute and statistical attribute, based on the obtained number of parsing
According to source, grouping field and static fields, sql sentence is generated to inquire database, obtains statistical result.
2. the system according to claim 1 for realizing data statistics, which is characterized in that the data statistics module includes table
Single analysis module, data association module and data analysis, in which:
The list analysis module is analyzed for obtaining list from list generation module, and to the field structure of list,
Find data statistic analysis field；
The data association module, for from getting the number configured in data statistic analysis field in field attribute definition module
Source attribute according to statistics finds the data statistics source i.e. data statistics field that data statistic analysis field is associated with, according to being associated with
Data statistics source, obtain the statistical attribute configured in the data statistics field；
The data analysis module, the statistical attribute for being associated with to the data association module parse, and are based on list
The configuration item of source attribute, packet attributes and high level packet attribute, statistical attribute and advanced statistical attribute generates corresponding sql and looks into
Statistics sentence is ask, database is inquired based on the sql query statistic sentence of generation, obtains data statistics result.
3. the system according to claim 1 or 2 for realizing data statistics, which is characterized in that the data statistics module is also
Including data display module, the data display module be used to obtain data statistics that data analysis module is calculated as a result,
And using web server feedback to terminal presentation facility, real-time display is carried out.
4. the system according to claim 1 for realizing data statistics, which is characterized in that the component processing module, for
User needs to be patterned statistical result displaying, and when list configures multiple data component exhibitings, the component handles mould
Block further includes the processing to data component exhibiting, the corresponding field attribute definition module, further includes showing to each data
The configuration of the data statistics source attribute of component.
5. the system according to claim 1 for realizing data statistics, which is characterized in that the field attribute definition module packet
Packet attributes configuration module, high level packet attribute configuration module, advanced statistical attribute configuration module, basic statistics attribute has been included to match
Set module, in which:
The packet attributes configuration module, high level packet attribute configuration module, define the field to be grouped；The basic system
Attribute configuration module, advanced statistical attribute configuration module are counted, the field to be counted is defined；
The packet attributes configuration module, for defining the constant type field to be grouped；
The high level packet attribute configuration module, for defining the types of variables field to be grouped, wherein by configuring a packet
Grouping expression formula including field containing types of variables, at runtime, by further parsing the value of grouping expression formula, according to parsing
The value of obtained expression formula realizes the grouping of types of variables field；
Basic statistics attribute configuration module, for defining the basic statistical field that carry out statistical calculation；
Advanced statistical attribute configuration module defines its corresponding statistical calculation formula for being directed to basic statistical field.
6. the system according to claim 1 for realizing data statistics, which is characterized in that the system is to configure base based on list
Plinth, by configuring the attribute of corresponding component, defines the behavioural characteristic of field come what is realized, wherein the component processing module packet
It includes using Graphic Design device, for every component of list, generates the corresponding field of every component.
7. a kind of method for realizing data statistics based on form component, which is characterized in that using the reality as described in claim 1-6
The various functions module of the system of existing data statistics carries out form data analysis and statistics, method includes the following steps:
S1, the data statistics component and components of data analysis that include in list are dragged in after creating list in the service design stage
Into Graphic Design device, corresponding data statistics field and data analysis field are generated.
S2, user are according to business demand, using the field attribute definition module, to the statistical attribute of data statistics field, with
And the relating attribute of data statistic analysis field is configured；
S3, list is obtained from list generation module, and to list using the list analysis module in the service operation stage
Field structure analyzed, find data statistic analysis field；
S4, it after finding data statistic analysis field, using the data association module, is obtained from field attribute definition module
The data statistics source attribute configured on to data statistic analysis field, finds the data statistics that data statistic analysis field is associated with
Source, that is, data statistics field obtains the statistics category configured in the data statistics field according to the data statistics source being associated with
Property；
S5, using data analysis module, the statistical attribute being associated with to the data association module parses, based on parsing
Data source, grouping field and the static fields arrived generate corresponding sql query statistic sentence, the sql query statistic based on generation
Sentence inquires database, obtains data statistics result.
8. the method according to claim 7 for realizing data statistics, which is characterized in that user needs to carry out statistical result
Graphical representation, when list configures multiple data component exhibitings, first with the component processing module, to data displaying group
Part is handled to obtain corresponding field；
Secondly, using the field attribute definition module, configuration to the data statistics source attribute of each data component exhibiting,
In, when configuration data Statistic Source attribute, by all data component exhibitings be configured to the same data statistics component or
When data statistics collection component, the shared of data source is realized, shared i.e. all data component exhibiting configurations inherit jointly
Data statistics component or data statistics collection component；
The data statistics collection component is made of multiple data statistics components.
9. the method according to claim 7 for realizing data statistics, which is characterized in that in step S2, utilize the grouping
Attribute configuration module, high level packet attribute configuration module define the field to be grouped；Utilize the basic statistics attribute configuration mould
Block, advanced statistical attribute configuration module define the field to be counted；
It is postponed in completion statistical attribute and matching for relating attribute, later data analysis module is done by calling the configuration item of attribute
It handles in next step.
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| CN113434130A (en) * | 2021-06-25 | 2021-09-24 | 平安科技（深圳）有限公司 | SQL automatic generation method and device |
| CN118171640A (en) * | 2024-05-09 | 2024-06-11 | 山东未来网络研究院(紫金山实验室工业互联网创新应用基地) | Dynamic form and data processing method and system |
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| CN113434130A (en) * | 2021-06-25 | 2021-09-24 | 平安科技（深圳）有限公司 | SQL automatic generation method and device |
| CN118171640A (en) * | 2024-05-09 | 2024-06-11 | 山东未来网络研究院(紫金山实验室工业互联网创新应用基地) | Dynamic form and data processing method and system |
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