CN115373669B - Application program development platform and method based on low codes - Google Patents
Application program development platform and method based on low codes Download PDFInfo
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Abstract
The invention provides an application program development platform and a method based on low codes, wherein the platform comprises the following steps: the layout module is used for laying out the page; the user authority configuration module is used for configuring the role authority of the target user in the operation buttons of the page after layout; the interface construction module is used for constructing a visual interface based on the configuration result; and the editing module is used for editing in the visual interface and finishing the development of the application program based on an editing result. The visual interface is constructed by laying out the page and configuring the role authority of the target user in the operation buttons of the laid page, so that the visual interface is edited, the development of the application program is completed, a development platform for quickly generating the application program without codes or by a small amount of codes is realized, the working efficiency is increased, meanwhile, more people can participate in the development of the application program, and the labor cost and the initial cost of technical deployment are reduced.
Description
Technical Field
The invention relates to the technical field of computers, in particular to a low-code-based application program development platform and a method.
Background
The low-code development platform is a development platform which can quickly generate an application without coding or with a small amount of code. The method has the advantages that the method allows the terminal user to develop own application program by using a visual tool which is easy to understand, the traditional code writing mode is not adopted, the functions required by the construction of a business process, logic, a data model and the like are built, and own codes can be added when necessary. After the service logic and function construction is completed, the application can be delivered and updated by one key, and all the changed database scripts and the deployment flow are automatically tracked and processed.
The low-code development platform can enable more people to participate in application program development, not only programmers with professional programming ability, but also business personnel with non-technical backgrounds can build applications, and for large enterprises, the low-code development platform can reduce initial cost of IT team training and technical deployment, so that the invention provides the low-code-based application program development platform and the development method.
Disclosure of Invention
The invention provides a low-code-based application program development platform which is used for constructing a visual interface by laying out a page and configuring role authorities of target users in operation buttons of the laid page, editing the visual interface and developing an application program, so that the development platform of the application program can be quickly generated without codes or by a small amount of codes, the working efficiency is increased, more people can participate in the development of the application program, and the labor cost and the initial cost of technical deployment are reduced.
A low-code based application development platform comprising:
the layout module is used for laying out the page;
the user authority configuration module is used for configuring the role authority of the target user in the operation buttons of the page after layout;
the interface construction module is used for constructing a visual interface based on the configuration result;
and the editing module is used for editing in the visual interface and finishing the development of the application program based on an editing result.
Preferably, the layout module includes:
a layout control acquiring unit for acquiring the target control and determining the page target element
And the layout unit is used for calling the target control to layout the page target elements according to the target requirement, and determining the data details of the page and the list display page.
Preferably, the application development platform based on low code, the user right configuration module includes:
the information acquisition unit is used for acquiring the identity information of the target user and acquiring a target keyword for configuring the role authority of the target user;
the matching unit is used for matching the target keywords with the identity information of the target user and extracting the key information corresponding to the target keywords from the identity information of the target user based on the matching result;
and the configuration unit is used for filling the key information into the page after layout to complete the configuration of the role authority of the target user based on the operation buttons.
Preferably, the interface building module based on the low-code application development platform includes:
the information input unit is used for inputting the user name of the target user and the position name of the target user in a page design interface in the visual interface after the authority of the target user is configured;
a target page creating unit, configured to perform identity information verification on the target user based on an input result, and create a target page in the page design interface after the information verification is passed, where the target page includes: editing pages, auditing pages, and querying pages.
Preferably, the application development platform based on low code further includes:
the storage module is used for storing the current interface of the visual page as a page template after the visual interface is edited in the editing module;
and the page calling module is used for calling the page template when the visual interface is edited again.
Preferably, the saving module includes:
the device comprises a request determining unit, a page saving unit and a page searching unit, wherein the request determining unit is used for determining a page saving request based on an operation terminal and automatically positioning target users for operating a current page based on the page saving request, and the number of the target users is equal to or more than 1;
the request transmission unit is used for establishing a request transmission link, transmitting the page saving request to an operation interface end of the target user according to the request transmission link, and meanwhile, reading the page saving request and generating a selection response when the target user receives the page saving request at the operation interface end;
wherein the selection reply comprises: storing according to agreement and storing according to disagreement;
the page monitoring unit is used for starting a page monitoring instruction when the selection responses of all the target users are storage agreeing, monitoring the operation interface end of the target user based on the page monitoring instruction, and determining page metadata of the target user for operating the current interface at the operation interface end;
a storage unit to:
merging and compressing the page metadata of the target user to determine a page template, acquiring a user account of the target user, and determining a storage identifier for storing the page template according to the user account of the target user;
and storing the page template based on the storage identification.
Preferably, the editing module includes:
the process configuration unit is used for carrying out process configuration in the visual interface based on the first configuration requirement of the target user;
and the function configuration unit is used for performing function configuration in the visual interface based on the second configuration requirement of the target user.
Preferably, the application development platform based on low code further includes:
the editing object confirming module is used for determining an editing object based on the fact that the editing module edits the visual interface, and meanwhile, determining a development environment corresponding to the editing object;
the preparation module is used for determining a monitoring protocol based on the editing object and a development environment corresponding to the editing object and determining the interface characteristics of the visual interface;
an editing monitoring block creating module, configured to construct an editing monitoring block based on the monitoring protocol and the interface feature, where the editing monitoring block includes: the monitoring device comprises a first monitoring sub-block, a second monitoring sub-block, a third monitoring sub-block and a monitoring display sub-block;
the first monitoring sub-block is configured to:
the first monitoring sub-block comprises: a first monitoring index factor and a second monitoring index factor;
monitoring the operation data of the visual interface based on the first monitoring index factor to determine the overall operation data of the visual interface, and monitoring the current editing project in the visual interface based on the second monitoring index factor to determine target editing data;
performing data packing on the global operation data and the target editing data in the first monitoring sub-block, determining a target monitoring data packet, and transmitting the target monitoring data packet to the second monitoring sub-block;
the second monitor sub-block is configured to:
performing data decapsulation on the target monitoring data packet based on the second monitoring sub-block, reading the global operation data based on a decapsulation result, determining the current operation dynamics of the visual interface, and reading the target editing data by taking the operation dynamics of the visual interface as a reference background;
determining an execution operation statement of the target editing data based on the reading result, performing result simulation on the execution operation statement in the editing object, determining an execution simulation result of the target editing data, and inputting the execution simulation result corresponding to the target editing data to the third monitoring sub-block;
the third monitoring sub-block is configured to:
reading an execution simulation result corresponding to the target editing data based on the third monitoring sub-block, and determining a simulation object corresponding to the execution simulation result;
acquiring first object data corresponding to the simulation object, and acquiring second object data corresponding to the editing object;
comparing the first object data with the second object data, determining a data difference value of the first object data and the second object data, and determining a data behavior characteristic of the target editing data based on the data difference value;
the monitoring display sub-block is used for:
and acquiring the reference parameter of the editing object, configuring the monitoring display sub-block based on the reference parameter of the editing object, and transmitting the data behavior characteristics of the target editing data to the configured monitoring display sub-block for visual display.
Preferably, the third monitoring sub-block includes:
the data behavior characteristic reasonable analysis unit is used for:
setting a difference value standard interval;
comparing the data difference value of the first object data and the second object data with the difference value standard interval, and judging whether the data behavior characteristics of the target editing data are reasonable or not;
when the data difference value of the first object data and the second object data is within the difference value standard interval, judging that the data behavior characteristics of the target editing data are reasonable;
otherwise, judging that the data behavior characteristics of the target editing data are unreasonable;
an alarm display unit for:
and when the data behavior characteristics of the target editing data are unreasonable, generating alarm information, and transmitting the alarm information to the monitoring display sub-block for alarm display.
A low-code-based application program development method comprises the following steps:
step 1: laying out the page;
and 2, step: configuring role authority of a target user in an operation button of the page after layout;
and 3, step 3: constructing a visual interface based on the configuration result;
and 4, step 4: and editing in the visual interface, and completing application program development based on an editing result.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
The technical solution of the present invention is further described in detail by the accompanying drawings and embodiments.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the principles of the invention and not to limit the invention. In the drawings:
FIG. 1 is a block diagram of a low-code-based application development platform according to an embodiment of the present invention;
FIG. 2 is a diagram illustrating a structure of a user right configuration module according to an embodiment of the present invention;
fig. 3 is a flowchart of a method for developing an application based on low code according to an embodiment of the present invention.
Detailed Description
The preferred embodiments of the present invention will be described in conjunction with the accompanying drawings, and it should be understood that they are presented herein only to illustrate and explain the present invention and not to limit the present invention.
Example 1:
the embodiment provides a low-code-based application development platform, as shown in fig. 1, including:
the layout module is used for laying out the page;
the user authority configuration module is used for configuring the role authority of the target user in the operation buttons of the page after layout;
the interface construction module is used for constructing a visual interface based on the configuration result;
and the editing module is used for editing in the visual interface and finishing the development of the application program based on an editing result.
In this embodiment, a visualization interface is constructed by dragging and dropping layout controls, tables, table elements (input boxes, drop-down boxes, check boxes, date selections, multi-line input boxes, and the like), buttons, and the like, drawing data details and list display pages, and configuring corresponding user role permissions for operation buttons in the pages. And then creating a workflow, binding the workflow with the service, and realizing the approval process of the service document.
In this embodiment, page layout may include laying out pages via layout controls such as layout, tab pages, form groupings, and the like), data controls, base controls (such as single line entry, multiple line entry, numeric entry, and the like), enhancement controls, form query controls, system controls, and button controls.
In this embodiment, editing the visualization interface includes: the method comprises the following steps of page design (including a detail page, an editing page, a review page, an inquiry page and the like), process configuration (for example, the process configuration can comprise a process code, a process version, a process name, connecting line information and reviewer information, wherein the reviewer information comprises a serial number of 1, a review node state code of abc, a review node name of node one, signature authentication of no and countersign strategy of no) and function configuration, wherein the function configuration comprises the following steps: menu configuration and permission configuration.
In this embodiment, the role authority of the target user may include, when configuring: and configuring parameters such as user names, positions, education experiences and the like.
The beneficial effects of the above technical scheme are: the visual interface is constructed by laying out the page and configuring the role authority of the target user in the operation buttons of the laid page, so that the visual interface is edited, the development of the application program is completed, a development platform for quickly generating the application program without codes or by a small amount of codes is realized, the working efficiency is increased, meanwhile, more people can participate in the development of the application program, and the labor cost and the initial cost of technical deployment are reduced.
Example 2:
on the basis of embodiment 1, this embodiment provides a low-code-based application development platform, where the layout module includes:
a layout control acquiring unit for acquiring the target control and determining the page target element
And the layout unit is used for calling the target control to layout the page target elements according to target requirements and determining the data details and the list display pages of the page.
In this embodiment, the target control includes: layout controls, data controls, base controls, enhancement controls, form query controls, system controls, and button controls.
In this embodiment, the target element may be an input box, a drop down box, a check box, a date selection, a multi-line input box, or the like.
In this embodiment, the target requirements may be requirements of the target user for developing the application.
The beneficial effects of the above technical scheme are: the method and the device achieve accurate layout of the page, save layout time based on low codes and improve layout efficiency of the application program.
Example 3:
on the basis of embodiment 1, this embodiment provides a low-code-based application development platform, and a user right configuration module, as shown in fig. 2, includes:
the information acquisition unit is used for acquiring the identity information of the target user and acquiring a target keyword for configuring the role authority of the target user;
the matching unit is used for matching the target keywords with the identity information of the target user and extracting the key information corresponding to the target keywords from the identity information of the target user based on the matching result;
and the configuration unit is used for filling the key information into the page after layout to complete the configuration of the role authority of the target user based on the operation buttons.
In this embodiment, the identity information may be information of the target user's age, gender, name, educational background, and the like.
In this embodiment, the target keyword may be user information that needs to be registered when configuring role authority of the target user, where the user information that needs to be registered may be one or more kinds of identity information of the target user.
The beneficial effects of the above technical scheme are: the identity information of the target user is obtained and matched with the identity information based on the target keyword, so that the key information is determined, the role authority of the target user is configured in the operation button, the configuration accuracy is improved, and meanwhile, the safety and the management capacity of developing the application program are indirectly improved through authority configuration.
Example 4:
on the basis of embodiment 1, this embodiment provides a low-code-based application development platform, and an interface building module, including:
the information input unit is used for inputting the user name of the target user and the position name of the target user in a page design interface in the visual interface after the authority of the target user is configured;
a target page creating unit, configured to perform identity information verification on the target user based on an input result, and create a target page in the page design interface after the identity information verification passes, where the target page includes: a details page, an edit page, a review page, and a query page.
In this embodiment, the authentication of the identity information may be to determine whether the target user has the operation authority of the current operation button.
The beneficial effects of the above technical scheme are: the method is beneficial to realizing the accurate construction of the visual interface, thereby improving the development efficiency of the application program.
Example 5:
on the basis of embodiment 1, this embodiment provides a low-code-based application development platform, further including:
the storage module is used for storing the current interface of the visual page as a page template after the visual interface is edited in the editing module;
and the page calling module is used for calling the page template when the visual interface is edited again.
The beneficial effects of the above technical scheme are: the page template is saved in the whole process of editing in the visual interface, and when the page template is constructed again, the page prototype can be rapidly drawn, so that the construction efficiency is improved.
Example 6:
on the basis of embodiment 5, this embodiment provides a low-code-based application development platform, where the saving module includes:
the device comprises a request determining unit, a page saving unit and a page searching unit, wherein the request determining unit is used for determining a page saving request based on an operation terminal and automatically positioning target users for operating a current page based on the page saving request, and the number of the target users is equal to or more than 1;
the request transmission unit is used for establishing a request transmission link, transmitting the page saving request to an operation interface end of the target user according to the request transmission link, and meanwhile, reading the page saving request and generating a selection response when the target user receives the page saving request at the operation interface end;
wherein the selection reply comprises: storing according to agreement and storing according to disagreement;
the page monitoring unit is used for starting a page monitoring instruction when the selection responses of all the target users are stored agreeably, monitoring the operation interface end of the target user based on the page monitoring instruction, and determining page metadata of the target user for operating the current interface at the operation interface end;
a storage unit to:
merging and compressing the page metadata of the target user to determine a page template, acquiring a user account of the target user, and determining a storage identifier for storing the page template according to the user account of the target user;
and storing the page template based on the storage identification.
In this embodiment, when the application program is developed, a plurality of target users may be online at the same time to complete the part of the application program that needs to be edited, and therefore, the number of the target users is equal to or greater than 1, when a page saving request of the operation terminal is received, page saving may be performed only when all the target users send selection responses that agree with the saving, otherwise, page saving may not be performed, where the page saving request of the operation terminal may be initiated by one target user.
In this embodiment, the request transmission link may be a link for transmitting the page saving request to the operation interface of the target user.
In this embodiment, the page monitoring instruction may be an instruction for monitoring data at the operation interface end of the target user.
In this embodiment, the user account may be an account edited by a login page of the target user.
The beneficial effects of the above technical scheme are: the method comprises the steps of determining a page storage request at an operation terminal and then automatically positioning a target user operating a current page, improving the intelligence of application program development, transmitting the page storage request to an operation interface end of the target user through a request transmission link, achieving the accuracy of transmission, generating a selection response through the target user, determining page metadata based on a page monitoring instruction when the selection response is agreed to be stored, being beneficial to achieving the completeness of data storage and the accuracy of monitoring page metadata, and achieving the purpose of indexing a page template when the page template is constructed again by determining a storage identifier.
Example 7:
on the basis of embodiment 1, this embodiment provides a low-code-based application development platform, where the editing module includes:
the process configuration unit is used for carrying out process configuration in the visual interface based on the first configuration requirement of the target user;
and the function configuration unit is used for performing function configuration in the visual interface based on the second configuration requirement of the target user.
In this embodiment, the first configuration requirement may be a requirement when the process configuration is performed in the visual interface, for example, the process code, the process version, the process name, the connection line information, the reviewer information, and the like are determined to perform the configuration, where the first configuration requirement may be set according to a requirement of the target user.
In this embodiment, the second configuration requirement may be a requirement for performing function configuration in the visual interface, such as adding a menu configuration and a permission configuration, where the second configuration requirement may be set according to a requirement of the target user.
The beneficial effects of the above technical scheme are: the development of the application program based on the low code is realized by determining the first configuration requirement and the second configuration requirement and configuring in the visual interface.
Example 8:
on the basis of embodiment 1, this embodiment provides a low-code-based application development platform, further including:
the editing object confirming module is used for determining an editing object based on the fact that the editing module edits the visual interface, and meanwhile, determining a development environment corresponding to the editing object;
the preparation module is used for determining a monitoring protocol based on the editing object and the development environment corresponding to the editing object and determining the interface characteristics of the visual interface;
an editing monitoring block creating module, configured to construct an editing monitoring block based on the monitoring protocol and the interface feature, where the editing monitoring block includes: the monitoring device comprises a first monitoring sub-block, a second monitoring sub-block, a third monitoring sub-block and a monitoring display sub-block;
the first monitoring sub-block is configured to:
the first monitoring sub-block comprises: a first monitoring index factor and a second monitoring index factor;
monitoring the operation data of the visual interface based on the first monitoring index factor to determine the overall operation data of the visual interface, and monitoring the current editing project in the visual interface based on the second monitoring index factor to determine target editing data;
performing data packing on the global operation data and the target editing data in the first monitoring sub-block, determining a target monitoring data packet, and transmitting the target monitoring data packet to the second monitoring sub-block;
the second monitor sub-block is configured to:
performing data decapsulation on the target monitoring data packet based on the second monitoring sub-block, reading the global operation data based on a decapsulation result, determining the current operation dynamics of the visual interface, and reading the target editing data by taking the operation dynamics of the visual interface as a reference background;
determining an execution operation statement of the target editing data based on the reading result, performing result simulation on the execution operation statement in the editing object, determining an execution simulation result of the target editing data, and inputting the execution simulation result corresponding to the target editing data to the third monitoring sub-block;
the third monitor sub-block is configured to:
reading an execution simulation result corresponding to the target editing data based on the third monitoring sub-block, and determining a simulation object corresponding to the execution simulation result;
acquiring first object data corresponding to the simulation object, and acquiring second object data corresponding to the editing object;
comparing the first object data with the second object data, determining a data difference value of the first object data and the second object data, and determining a data behavior characteristic of the target editing data based on the data difference value;
the monitoring display sub-block is used for:
and acquiring the reference parameter of the editing object, configuring the monitoring display sub-block based on the reference parameter of the editing object, and transmitting the data behavior characteristics of the target editing data to the configured monitoring display sub-block for visual display.
In this embodiment, the monitoring protocol may be a protocol used to monitor in the visual interface.
In this embodiment, the interface feature may be an interface feature that constitutes the visual interface based on interface distribution, interface functions, and the like of the visual interface determined after operations such as layout and permission setting are performed on the visual interface.
In this embodiment, the editing monitoring block may be a monitoring block for monitoring when editing is performed in the visual interface, where the editing monitoring block includes: the monitoring system comprises a first monitoring sub-block, a second monitoring sub-block, a third monitoring sub-block and a monitoring display sub-block, wherein the first monitoring sub-block is used for monitoring global operation data of a monitoring visual interface and target editing data in a current editing project, the second monitoring sub-block can be used for carrying out result simulation on the target editing data and can predict the editing result of the target editing data in advance, the third monitoring sub-block can be used for monitoring data behavior characteristics of the target editing data, and the monitoring display sub-block can be used for displaying the data.
In this embodiment, the first monitoring index factor may be used to track and monitor the operation data of the visual interface, so as to extract the global operation data of the visual interface.
In this embodiment, the global operation data may be data that includes a background in the visualization interface and determines the operation of the visualization interface with the current editing result.
In this embodiment, the second monitoring factor may be tracking monitoring of a current editing item in the visual interface, and determine target editing data of the current editing item, where the current editing item may be an item for editing an editing object.
In this embodiment, the target monitoring packet may be a packet obtained by compressing and packaging the target editing data and the global operation data.
In this embodiment, the operation dynamics may be the operation dynamics of the current visual interface determined based on the global operation data, and the operation dynamics is used as a reference background, which is beneficial to analyzing the target editing data as a reference, so that the target editing data is read and analyzed more reasonably and objectively.
In this embodiment, the execution operation statement may be operation data to the target edit data.
In this embodiment, the simulation object may be an object determined by a simulation result executed corresponding to the target editing data, and may be an object corresponding to the edited object.
In this embodiment, the change status of the editing object can be determined by the data difference value between the first object data and the second object data, so as to determine the data behavior characteristic of the target editing data.
In this embodiment, the data behavior feature may be a data editing purpose, a data editing result, and the like that determine target editing data from a behavior level of data editing.
In this embodiment, the reference parameter of the editing target may be a parameter such as a target name target number for representing the editing target.
The beneficial effects of the above technical scheme are: by constructing the editing monitoring block, the monitoring of editing in a visual interface, the data simulation of target monitoring data and the determination and display of the data behavior characteristics of the target monitoring data are realized through the first monitoring sub-block, the second monitoring display sub-block, the third monitoring sub-block and the monitoring display sub-block, the monitoring comprehensiveness of application program development is improved in the whole editing process, and the intelligence of a low-code-based application program development platform is also improved.
Example 9:
on the basis of embodiment 8, this embodiment provides a low-code-based application development platform, where the third monitoring sub-block includes:
the data behavior characteristic reasonable analysis unit is used for:
setting a difference value standard interval;
comparing the data difference value of the first object data and the second object data with the difference value standard interval, and judging whether the data behavior characteristics of the target editing data are reasonable or not;
when the data difference value of the first object data and the second object data is within the difference value specification interval, judging that the data behavior characteristics of the target editing data are reasonable;
otherwise, judging that the data behavior characteristics of the target editing data are unreasonable;
an alarm display unit for:
and when the data behavior characteristics of the target editing data are unreasonable, generating alarm information, and transmitting the alarm information to the monitoring display sub-block for alarm display.
In this embodiment, the difference specification interval may be set in advance, and is used to determine whether the data behavior characteristics of the target editing object are reasonable.
In this embodiment, the alarm information may be a data distance between a data difference between the first object data and the second object data and the difference specification interval.
The beneficial effects of the above technical scheme are: whether the data behavior characteristics of the target editing data are reasonable or not is judged, so that the monitoring accuracy is improved, the target user can conveniently know the data behavior characteristics in advance by displaying the alarm information in the monitoring display sub-block, and the application program is more accurately developed.
Example 10:
on the basis of embodiment 1, the method further comprises the following steps:
the evaluation module is used for evaluating the application program after the development of the application program is completed based on the editing module, and comprises:
a commissioning unit to:
the method comprises the following steps of performing trial operation on the application program, acquiring background operation parameters of the application program, calculating the operation efficiency of the application program based on the background operation parameters, calculating the operation safety index of the application program, and evaluating the stability of the application program according to the operation efficiency of the application program and the operation safety index of the application program, wherein the specific process comprises the following steps:
the first calculating unit is used for acquiring background running parameters of the application program and calculating the running efficiency of the application program based on the background running parameters of the application program;
wherein η represents the operating efficiency of the application; phi is a unit of 1 Representing a first weight; t is a unit of 1 Representing an actual response time of the application; t is 0 Representing a baseline response time of the application, and the actual response time is greater than or equal to the baseline response time; χ represents a correlation factor between the reference response time and the time response time, and the numeric area is (0.98,0.99); phi is a 2 Representing a second weight; psi denotes the total background running data amount of the application; psi 1 Representing the background actual response data volume of the application program; psi 2 Representing the error data amount of the application program in the running process;
the second calculation unit is used for calculating the safe operation index of the application program according to the following formula;
wherein Q represents a safe operation index of the application; i represents the current pre-run of the application; n represents the total running times of the application program; k is a radical of i Run data representing the application at the i-th pre-run time; p i Representing the probability of the application being attacked at the i-th run-time; n is 0 Representing a number of times the application has not been attacked;
an evaluation unit for:
acquiring the reference operation efficiency of the application program and the safe operation index threshold of the application program;
performing a first comparison of the operating efficiency of the application program with a baseline operating efficiency of the application program, and simultaneously performing a second comparison of the safe operating index of the application program with a safe operating index threshold of the application program;
evaluating the stability of the application program according to the first comparison result and the second comparison result;
when the operation efficiency of the application program in the first comparison result is equal to or greater than the reference operation efficiency of the application program, and the safe operation index of the application program in the second comparison result is equal to or greater than the safe operation index threshold of the application program, determining that the stable performance of the application program is qualified;
otherwise, judging that the stability performance of the application program is unqualified, and developing the application program again.
In this embodiment, the background running parameters may include actual response time of the application program, total background running data amount, total running times of the application program, and the number of times of attack of the application program, and the like
In this embodiment, the reference response time may be a theoretical response time and may be data manually determined through a plurality of experiments.
In this embodiment, the reference operation efficiency may be a theoretical operation efficiency, is set in advance, and may be used as a criterion for evaluating whether the application program is stably operated.
In this embodiment, the safe operation index threshold may be set in advance, and is used as a criterion for determining whether the application program is operating stably.
The beneficial effects of the above technical scheme are: the operation efficiency of the application program and the safe operation index of the application program are determined through calculation, and the stability evaluation of the application program is realized by comparing the reference operation efficiency with the safe operation index threshold value, so that the inspection capability of the application program is improved, and the development stability and the development efficiency of the application program are improved.
Example 11:
the embodiment provides a method for developing an application program based on low code, as shown in fig. 3, including:
step 1: laying out the page;
step 2: configuring role authority of a target user in an operation button of the page after layout;
and 3, step 3: constructing a visual interface based on the configuration result;
and 4, step 4: and editing in the visual interface, and completing application program development based on an editing result.
The beneficial effects of the above technical scheme are: the visual interface is constructed by laying out the page and configuring the role authority of the target user in the operation buttons of the laid page, so that the visual interface is edited, the development of the application program is completed, a development platform for quickly generating the application program without codes or by a small amount of codes is realized, the working efficiency is increased, meanwhile, more people can participate in the development of the application program, and the labor cost and the initial cost of technical deployment are reduced.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.
Claims (8)
1. A low-code based application development platform, comprising:
the layout module is used for laying out the page;
the user authority configuration module is used for configuring the role authority of the target user in the operation buttons of the page after layout;
the interface construction module is used for constructing a visual interface based on the configuration result;
the editing module is used for editing in the visual interface and finishing application program development based on an editing result;
the storage module is used for storing the current interface of the visual page as a page template after the visual interface is edited in the editing module;
the page calling module is used for calling the page template when the visual interface is edited again;
further comprising:
the editing object confirming module is used for determining an editing object based on the fact that the editing module edits the visual interface, and meanwhile, determining a development environment corresponding to the editing object;
the preparation module is used for determining a monitoring protocol based on the editing object and the development environment corresponding to the editing object and determining the interface characteristics of the visual interface;
an editing monitoring block creating module, configured to build an editing monitoring block based on the monitoring protocol and the interface feature, where the editing monitoring block includes: the monitoring device comprises a first monitoring sub-block, a second monitoring sub-block, a third monitoring sub-block and a monitoring display sub-block;
the first monitoring sub-block is configured to:
the first monitoring sub-block comprises: a first monitoring index factor and a second monitoring index factor;
monitoring the operation data of the visual interface based on the first monitoring index factor to determine the global operation data of the visual interface, and monitoring the current editing project in the visual interface based on the second monitoring index factor to determine target editing data;
performing data packing on the global operation data and the target editing data in the first monitoring sub-block, determining a target monitoring data packet, and transmitting the target monitoring data packet to the second monitoring sub-block;
the second monitoring sub-block is configured to:
performing data decapsulation on the target monitoring data packet based on the second monitoring sub-block, reading the global operation data based on a decapsulation result, determining the current operation dynamics of the visual interface, and reading the target editing data by taking the operation dynamics of the visual interface as a reference background;
determining an execution operation statement of the target editing data based on the reading result, performing result simulation on the execution operation statement in the editing object, determining an execution simulation result of the target editing data, and inputting the execution simulation result corresponding to the target editing data to the third monitoring sub-block;
the third monitoring sub-block is configured to:
reading an execution simulation result corresponding to the target editing data based on the third monitoring sub-block, and determining a simulation object corresponding to the execution simulation result;
acquiring first object data corresponding to the simulation object, and acquiring second object data corresponding to the editing object;
comparing the first object data with the second object data, determining a data difference value of the first object data and the second object data, and determining a data behavior characteristic of the target editing data based on the data difference value;
the monitoring display sub-block is used for:
and acquiring the reference parameter of the editing object, configuring the monitoring display sub-block based on the reference parameter of the editing object, and transmitting the data behavior characteristics of the target editing data to the configured monitoring display sub-block for visual display.
2. The low-code-based application development platform of claim 1, wherein the layout module comprises:
a layout control acquiring unit for acquiring the target control and determining the page target element
And the layout unit is used for calling the target control to layout the page target elements according to the target requirement, and determining the data details of the page and the list display page.
3. The low-code-based application development platform as claimed in claim 1, wherein the user right configuration module comprises:
the information acquisition unit is used for acquiring the identity information of the target user and acquiring a target keyword for configuring the role authority of the target user;
the matching unit is used for matching the target keywords with the identity information of the target user and extracting the key information corresponding to the target keywords from the identity information of the target user based on the matching result;
and the configuration unit is used for filling the key information into the page after layout to complete the configuration of the role authority of the target user based on the operation button.
4. The low-code-based application development platform of claim 1, wherein the interface construction module comprises:
the information input unit is used for inputting the user name of the target user and the position name of the target user in a page design interface in the visual interface after the authority of the target user is configured;
a target page creating unit, configured to perform identity information verification on the target user based on an input result, and create a target page in the page design interface after the identity information verification passes, where the target page includes: editing pages, auditing pages, and querying pages.
5. The low-code-based application development platform of claim 1, wherein the saving module comprises:
the device comprises a request determining unit, a page saving unit and a page searching unit, wherein the request determining unit is used for determining a page saving request based on an operation terminal and automatically positioning target users for operating the current page based on the page saving request, and the number of the target users is equal to or more than 1;
the request transmission unit is used for establishing a request transmission link, transmitting the page saving request to an operation interface end of the target user according to the request transmission link, and meanwhile, reading the page saving request and generating a selection response when the target user receives the page saving request at the operation interface end;
wherein the selection reply comprises: storage agreeing and storage disagreement;
the page monitoring unit is used for starting a page monitoring instruction when the selection responses of all the target users are storage agreeing, monitoring the operation interface end of the target user based on the page monitoring instruction, and determining page metadata of the target user for operating the current interface at the operation interface end;
a storage unit to:
merging and compressing the page metadata of the target user to determine a page template, acquiring a user account of the target user, and determining a storage identifier for storing the page template according to the user account of the target user;
and storing the page template based on the storage identification.
6. The low-code-based application development platform of claim 1, wherein the editing module comprises:
the process configuration unit is used for carrying out process configuration in the visual interface based on a first configuration requirement of a target user;
and the function configuration unit is used for performing function configuration in the visual interface based on the second configuration requirement of the target user.
7. The low-code-based application development platform of claim 1, wherein the third monitoring sub-block comprises:
the data behavior characteristic reasonable analysis unit is used for:
setting a difference value standard interval;
comparing the data difference value of the first object data and the second object data with the difference value standard interval, and judging whether the data behavior characteristics of the target editing data are reasonable or not;
when the data difference value of the first object data and the second object data is within the difference value specification interval, judging that the data behavior characteristics of the target editing data are reasonable;
otherwise, judging that the data behavior characteristics of the target editing data are unreasonable;
an alarm display unit for:
and when the data behavior characteristics of the target editing data are unreasonable, generating alarm information, and transmitting the alarm information to the monitoring display sub-block for alarm display.
8. A method for developing an application program based on low codes is characterized by comprising the following steps:
step 1: laying out the page;
step 2: configuring role authority of a target user in an operation button of the page after layout;
and step 3: constructing a visual interface based on the configuration result;
and 4, step 4: editing in the visual interface, and completing application program development based on an editing result;
further comprising:
after editing is carried out in the visual interface, the current interface of the visual page is used as a page template to be stored;
when the visual interface is edited again, calling the page template;
further comprising:
when the visual interface is edited, an editing object is determined, and meanwhile, a development environment corresponding to the editing object is determined;
determining a monitoring protocol based on the editing object and a development environment corresponding to the editing object, and simultaneously determining the interface characteristics of the visual interface;
constructing an editing monitoring block based on the monitoring protocol and the interface characteristics, wherein the editing monitoring block comprises: the monitoring device comprises a first monitoring sub-block, a second monitoring sub-block, a third monitoring sub-block and a monitoring display sub-block;
the first monitoring sub-block comprises: a first monitoring index factor and a second monitoring index factor;
monitoring the operation data of the visual interface based on the first monitoring index factor to determine the global operation data of the visual interface, and monitoring the current editing project in the visual interface based on the second monitoring index factor to determine target editing data;
performing data packing on the global operation data and the target editing data in the first monitoring sub-block, determining a target monitoring data packet, and meanwhile, transmitting the target monitoring data packet to the second monitoring sub-block;
performing data decapsulation on the target monitoring data packet based on the second monitoring sub-block, reading the global operation data based on a decapsulation result, determining the current operation dynamics of the visual interface, and reading the target editing data by taking the operation dynamics of the visual interface as a reference background;
determining an execution operation statement of the target editing data based on the reading result, performing result simulation on the execution operation statement in the editing object, determining an execution simulation result of the target editing data, and inputting the execution simulation result corresponding to the target editing data to the third monitoring sub-block;
reading an execution simulation result corresponding to the target editing data based on the third monitoring sub-block, and determining a simulation object corresponding to the execution simulation result;
acquiring first object data corresponding to the simulation object, and acquiring second object data corresponding to the editing object;
comparing the first object data with the second object data, determining a data difference value of the first object data and the second object data, and determining a data behavior characteristic of the target editing data based on the data difference value;
and acquiring the reference parameter of the editing object, configuring the monitoring display sub-block based on the reference parameter of the editing object, and transmitting the data behavior characteristics of the target editing data to the configured monitoring display sub-block for visual display.
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