CN112540759B - Basic element construction method for visual UI interface generation - Google Patents
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F8/00—Arrangements for software engineering
- G06F8/30—Creation or generation of source code
- G06F8/38—Creation or generation of source code for implementing user interfaces
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- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
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Abstract
The invention relates to the technical field of visual page construction, in particular to a basic element construction method for visual UI interface generation, which comprises the following steps: a) Constructing a basic element list, wherein the basic element comprises a name, an icon and an associated program; b) Reading an existing database of a user to obtain a common field set of the user; c) Sorting the commonly used fields according to the frequency of use; d) Associating the common fields with the base elements; e) And ordering the basic elements according to the common fields associated with the basic elements on the page generated by the visual UI interface, and displaying the controls of the basic elements for the user. The invention has the following substantial effects: the initial basic element list is obtained by constructing basic elements, the basic elements and the fields are in one-to-one correspondence, the common fields of the user are obtained, and the basic elements corresponding to the fields most likely to be used by the user can be ordered before the user by using the frequent ordering, so that the efficiency of generating the user page is improved.
Description
Technical Field
The invention relates to the technical field of computers, in particular to a basic element construction method for visual UI interface generation.
Background
The Client Server model, the Client-Server (C/S) architecture, has become an increasingly important mode of office automation implementation. The C/S architecture typically takes a two-layer structure, with the server responsible for data management and the client responsible for completing the interaction tasks with the user. The client is connected with the server through a network, receives the request of the user, and makes a request to the server through the network to operate the database. The server accepts the client's request, submits the data to the client, and the client computes the data and presents the results to the user. The C/S structure is mainly characterized by strong interactivity, safe access mode, fast response speed and being beneficial to processing a large amount of data. And thus is becoming a more and more widespread mode of office automation for enterprise users. However, the C/S structure lacks versatility, and system maintenance and upgrade require redesign and development, which increases the difficulty of maintenance and management. Therefore, enterprises without program development capability are difficult to build own office automation systems.
The visual page generation technology has been developed, the visual page generation adopts a build mode obtained by seeing, the splicing of the background associated codes is automatically completed in the background, and a user can complete the construction of an office automation system by simply building a UI interface, so that the construction of the user system is greatly facilitated. However, the current visual page generation technology has the following problems: the visual page generation technology is oriented to a plurality of industries, the basic element controls are too brief, so that a user needs to spend a great deal of time to customize each attribute of the controls, or too many basic element controls are provided, so that the user needs to spend a great deal of time to find a proper control. So that the efficiency of the user in building the system is affected.
As in chinese patent CN102662651a, publication day 2012, 9 and 12, a method and a module for generating a visual component, where the method for generating a visual component includes: selecting a Graphical Editing Framework (GEF) model according to the component type of a programming tool component to be generated and a flow control keyword required by the programming tool component to be generated; setting a view corresponding to each selected GEF model, and representing the flow of the programming tool component to be generated as a combination of views corresponding to the selected GEF model; and automatically generating the source code file of the programming tool component to be generated according to the model instance attribute information and the model instance relation information stored in the GEF file. The technical scheme reduces the requirement on the C/C++ development capability of the developer, so that the developer can pay more attention to business logic. But it cannot solve the technical problem of low efficiency of user building system.
Disclosure of Invention
The invention aims to solve the technical problems that: the technical problem of low construction efficiency of the existing visual system is solved. The method arranges the commonly used fields in front through intelligent field ordering, thereby improving the efficiency of user building the UI interface.
In order to solve the technical problems, the invention adopts the following technical scheme: a basic element construction method for visual UI interface generation comprises the following steps: a) Constructing a basic element list, wherein the basic element comprises a name, an icon and an associated program; b) Reading an existing database of a user to obtain a common field set of the user; c) Sorting the commonly used fields according to the frequency of use; d) Associating the common fields with the base elements; e) And ordering the basic elements according to the common fields associated with the basic elements on the page generated by the visual UI interface, and displaying the controls of the basic elements for the user. The initial basic element list is obtained by constructing basic elements, the basic elements and the fields are in one-to-one correspondence, the visual UI interface is provided with basic element controls for dragging or clicking, the common fields of the user are obtained, the basic elements which are not needed to be used by the user are screened out or displayed in sequence, and the basic elements corresponding to the fields which are most likely to be used by the user can be ordered in front by using the frequency ordering, so that the efficiency of generating the user page is improved.
Preferably, the base element further comprises a designation, the designation is an array, a plurality of preset designations and a designated designation are stored in the array, the designated designation is manually obtained according to the name association of the existing database of the user with the base element, and when the designated designation is associated in the existing database of the user exceeding the preset number, the designated designation is moved into the preset designation. The fields and the basic elements can be better associated by the generic terms.
Preferably, in step B), the method for obtaining the set of fields commonly used by the user includes: b1 Reading all tables T of the user's existing database a,a∈[1,M] Thereby obtaining all fields C i,i∈[1,N] M is the number of tables, N is the total number of fields; b2 Statistics of each field C i The number of valid dataAnd null rate->Said null rate-> For with field C i Sum of data lines of the table; b3 Number of valid data +.>Greater than a preset threshold, or null rate +.>Field C less than a preset threshold i A set of fields common to the user is added. By the number of valid data ∈ ->And null rate->The common fields of the user can be screened out.
Preferably, in step B), the method for obtaining the set of fields commonly used by the user further includes: reading the log of the user existing database in the last period of time, obtaining the UPDATE statement therein and counting the field C i Number of occurrences in the UPDATE statementIf->Less than the set threshold, field C i The user common field set is removed. The accuracy of the identification of the commonly used fields of the user can be improved through the UPDATE statement.
Preferably, in step C), the method for ordering the common fields according to the usage frequency includes: c1 Construction field C) i Using the frequency characteristic value f Ci The method comprises the steps of carrying out a first treatment on the surface of the C2 Obtaining total data quantity R of database data existing in user, and dividing interval 0, R]Divided into a plurality of numerical intervals R k,k∈[1,K] K is the number of divided intervals, and each field C is divided into i The number of valid dataAfter falling into the divided interval, obtain its interval sequence number +.>C3 Frequency characteristic value)
Wherein,for field C i Is defaulted to 0, a 1 A) 2 Respectively weighting coefficients; c4 Field C) i,i∈[1,N] According to the characteristic value of the frequency +.>And (5) arranging in a descending order. By means of the frequency characteristic value->Will field C i Sequencing can be performed to make the basic element sequence as objective as possible, and blindness is avoided.
Preferably, in step C), the method for ordering the common fields according to the usage frequency further includes: reading a log of the user existing database in the last period of time, obtaining INSERT sentences in the log, and counting a field C i Number of occurrences in INSERT statementsIf->Greater than the set threshold, field C i Frequency characteristic value of (2)
Wherein a is 3 As the weighting coefficient(s),I N to obtain the total number of INSERT sentences. By reading the log of the last period of time of the user's existing database, the frequency characteristic value is increased +.>Accurate reflection of the user.
Preferably, each field C is counted i Is used for the rate of utilization of (a)Use rate-> To include field C i If field C i Null rate +.>If the usage rate is greater than the preset threshold value, judging the usage rate +.>Whether greater than a preset threshold, if the usage is +.>Greater than a preset threshold τ 0 Then update a as follows 2 Value of-> Wherein b is a preset coefficient, b>1. By use of +.>More objectiveReflected user pair field C i Provide more fields C i Objective basis of sequencing.
Preferably, the basic elements further comprise initial categories, the initial categories are marked by manual, the initial categories at least comprise personnel management categories, data input categories, data update categories and data query categories, in the step C), the initial categories are fields C associated with the basic elements under each initial category respectively i Sorting to obtain category sorting, moving the first 2 to 3 bits in each initial category sorting to the corresponding 1 st bit in the frequency characteristic valueThe positions in the order in descending order and immediately follow. Field C of the same initial class i The centralized display can facilitate users to drag or click the basic element controls corresponding to the fields of the same category, and improves the efficiency of user page generation.
Preferably, in step B), after the user common field set is obtained, each field C in the common field set is counted i Obtaining the dominant initial category of the user, and the field C which is the same as the dominant initial category of the user i Initial frequency of (a)The user's industry category or data preference is reflected by obtaining the dominant initial category of the user, so that the construction efficiency of the user page is further improved.
Preferably, the base element further comprises an association element that is moved to a first or designated position in the ranking when dragged into the region generated by the visual UI interface. And setting common associated elements, and adjusting the position of the basic element when the associated elements are dragged into the area generated by the visual UI interface, so that the efficiency of generating the basic element by a user can be improved.
The invention has the following substantial effects: an initial basic element list is obtained by constructing basic elements, and one-to-one pairs of basic elements and fields are obtainedThe visual UI interface is provided with a basic element control used for dragging or clicking, so that common fields of a user are obtained, basic elements which are not needed to be used by the user are screened out or displayed in sequence, and the basic elements corresponding to the fields which are most likely to be used by the user are ranked in front by using frequency ranking, so that the efficiency of generating the user page is improved; by the amount of valid dataAnd null rate->The common fields of the user can be screened out.
Drawings
FIG. 1 is a flow chart of a basic element construction method according to an embodiment.
FIG. 2 is a diagram illustrating a visual UI interface generation according to an embodiment.
Wherein: 100. basic elements, 200, a visual UI interface generates a page.
Detailed Description
The following description of the embodiments of the present invention will be made with reference to the accompanying drawings.
Embodiment one:
a basic element construction method for visual UI interface generation, as shown in FIG. 1, comprises the following steps: a) A list of base elements 100 is constructed, the base elements 100 including names, icons, and associated programs. As shown in FIG. 2, the visual UI interface has a one-to-one correspondence between base elements 100 and fields with base element 100 controls for dragging or clicking. The base element 100 further includes a designation, referred to as an array, in which a plurality of preset designations and a designation, which is manually obtained by associating the user's existing database with the name of the base element 100, are stored, and when the designation is associated in the existing database for more than a preset number of users, the designation is moved into the preset designation. By saying it is better to associate fields with the base element 100.
The base element 100 also includes an initial classThe initial category is marked by manual, and at least comprises a personnel management category, a data input category, a data updating category and a data query category, and in the step B), after a user common field set is obtained, each field C in the common field set is counted i Obtaining the dominant initial category of the user, and the field C which is the same as the dominant initial category of the user i Initial frequency of (a)In step C), the fields C associated with the base elements 100 under each initial category are respectively for each initial category i Sorting to obtain category sorting, moving the first 2 to 3 bits in each initial category sorting to the corresponding 1 st bit in the frequent characteristic value +.>The positions in the order in descending order and immediately follow. When the associated element of the base element 100 is dragged into the region generated by the visual UI interface, it will be moved to the first or specified position in the ranking.
B) And reading the existing database of the user to obtain a common field set of the user. Comprising the following steps: b1 Reading all tables T of the user's existing database a,a∈[1,M] Thereby obtaining all fields C i,i∈[1,N] M is the number of tables, N is the total number of fields; b2 Statistics of each field C i The number of valid dataAnd null rate->Null rate-> For with field C i Sum of data lines of the table; b3 Number of valid data +.>Greater than a preset threshold, or null rate +.>Field C less than a preset threshold i A set of fields common to the user is added. Reading the log of the user existing database in the last period of time, obtaining the UPDATE statement therein and counting the field C i The number of times in the UPDATE statement +.>If->Less than the set threshold, field C i The user common field set is removed.
C) Ordering the commonly used fields by usage frequency, including: c1 Construction field C) i Using frequent eigenvaluesC2 Obtaining total data quantity R of database data existing in user, and dividing interval 0, R]Divided into a plurality of numerical intervals R k,k∈[1,K] K is the number of divided intervals, and each field C is divided into i The number of valid data below +.>After falling into the divided interval, obtain its interval sequence number +.>C3 Frequency characteristic value)
Wherein,for field C i Is defaulted to 0, a 1 A) 2 Respectively weighting coefficients; c4 Field C) i,i∈[1,N] According to the characteristic value of the frequency +.>And (5) arranging in a descending order.
D) Common fields are associated with the base element 100. E) A page 200 is generated at the visual UI interface, ordering the base elements 100 in the usual fields associated therewith, and displaying controls of the base elements 100 for the user.
The beneficial technical effects of this embodiment are: the method comprises the steps that an initial basic element 100 list is obtained through constructing basic elements 100, the basic elements 100 correspond to fields one by one, a visual UI interface is provided with basic element 100 controls for dragging or clicking, common fields of a user are obtained, the basic elements 100 which are not needed to be used by the user are screened out or displayed in sequence, and the basic elements 100 corresponding to the fields which are most likely to be used by the user can be ranked in front through using frequency ranking, so that the efficiency of generating a user page is improved; by the amount of valid dataAnd null rate->The common fields of the user can be screened out.
Embodiment two:
in this embodiment, in step C), each field C is also counted i Is used for the rate of utilization of (a)Use rate-> To include field C i The number of tables of (a)If field C i Null rate +.>If the usage rate is greater than the preset threshold value, judging the usage rate +.>Whether greater than a preset threshold, if the usage is +.>Greater than a preset threshold τ 0 Then update a as follows 2 Value of->Wherein b is a preset coefficient, b>1. Reading a log of the user existing database in the last period of time, obtaining INSERT sentences in the log, and counting a field C i The number of times +.>If->Greater than the set threshold, field C i Frequency characteristic value of (2)
Wherein a is 3 As the weighting coefficient(s),I N to obtain the total number of INSERT sentences. By use of +.>More objectively reflected user-pair field C i Provide more fields C i Objective basis of sequencing. The rest steps are the same as in the first embodiment.
Compared with the first embodiment, the embodiment can more objectively reflect the common field C of the user i Ordering is more conducive to improving the efficiency of page generation for users.
The above-described embodiment is only a preferred embodiment of the present invention, and is not limited in any way, and other variations and modifications may be made without departing from the technical aspects set forth in the claims.
Claims (8)
1. A basic element construction method for visual UI interface generation is characterized in that,
the method comprises the following steps:
a) Constructing a basic element list, wherein the basic element comprises a name, an icon and an associated program;
b) Reading an existing database of a user to obtain a common field set of the user;
in the step B), the method for obtaining the field set commonly used by the user comprises the following steps:
b1 Reading all tables T of the user's existing database a ,a∈[1,M]Thereby obtaining all fields C i ,i∈[1,N]M is the number of tables, N is the total number of fields;
b2 Statistics of each field C i The number of valid dataAnd null rate->Said null rate-> For with field C i Sum of data lines of the table;
b3 Number of valid dataGreater than a preset threshold, or null rate +.>Field C less than a preset threshold i Adding a common field set of a user;
c) Sorting the commonly used fields according to the frequency of use;
in step C), the method for ordering the common fields according to the usage frequency includes:
c1 Construction field C) i Using frequent eigenvalues
C2 Obtaining total data quantity R of database data existing in user, and dividing interval 0, R]Divided into a plurality of numerical intervals R k ,k∈[1,K]K is the number of divided intervals, and each field C is divided into i The number of valid dataAfter falling into the divided interval, obtain its interval sequence number +.>
C3 Frequency characteristic value)
Wherein,for field C i Is defaulted to 0, a 1 A) 2 Respectively weighting coefficients; c4 Field C) i ,i∈[1,N]According to the characteristic value of the frequency +.>Descending order arrangement;
d) Associating the common fields with the base elements;
e) And generating a page on the visual UI interface, sequencing the basic elements according to the common fields associated with the basic elements, and displaying controls of the basic elements for the user.
2. The method for constructing a base element for visual UI interface generation of claim 1,
the base element further comprises a designation, the designation is called an array, a plurality of preset designations and a designated designation are stored in the array, the designated designation is manually obtained according to the name association of the existing database of the user and the base element, and when the designated designation is associated in the existing database of the user exceeding the preset number, the designated designation is moved into the preset designation.
3. The method for constructing a base element for visual UI interface generation of claim 1,
in step B), the method for obtaining the user common field set further includes:
reading the log of the user existing database in the last period of time, obtaining the UPDATE statement therein and counting the field C i Number of occurrences in the UPDATE statementIf->Less than the set threshold, field C i The user common field set is removed.
4. The method for constructing a base element for visual UI interface generation of claim 1,
in step C), the method for ordering the common fields according to the usage frequency further includes:
reading a log of the user existing database in the last period of time, obtaining INSERT sentences in the log, and counting a field C i Number of occurrences in INSERT statementsIf->Greater than the set threshold, field C i Frequency characteristic value of (2)
Wherein a is 3 As the weighting coefficient(s),I N to obtain the total number of INSERT sentences.
5. The method for constructing a base element for visual UI interface generation of claim 4,
statistics of each field C i Is used for the rate of utilization of (a)Use rate-> To include field C i If field C i Null rate +.>If the usage rate is greater than the preset threshold value, judging the usage rate +.>Whether or not it is greater than a preset threshold τ 0 If the rate of use is->Greater than a preset threshold τ 0 Then update a as follows 2 Value of->Wherein b is a preset coefficient, b>1。
6. The method for constructing a base element for visual UI interface generation of claim 1,
the basic elements also comprise initial categories, the initial categories are marked by manpower, the initial categories at least comprise personnel management categories, data input categories, data updating categories and data query categories, in the step C), the initial categories are respectively fields C associated with the basic elements under each initial category i Sorting to obtain category sorting, moving the first 2 to 3 bits in each initial category sorting to the corresponding 1 st bit in the frequency characteristic valueThe positions in the order in descending order and immediately follow.
7. The method for constructing a base element for visual UI interface generation of claim 6,
in the step B), after the user common field set is obtained, each field C in the common field set is counted i Obtaining the dominant initial category of the user, and the field C which is the same as the dominant initial category of the user i Initial frequency of (a)
8. The method for constructing a base element for visual UI interface generation of claim 1,
the base element also includes an association element that is to be moved to a first or designated position in the ranking when the association element of the base element is dragged into an area generated by the visual UI interface.
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