CN116578300B - Application creation method, device and storage medium based on visualization component - Google Patents
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- 238000000034 method Methods 0.000 title claims abstract description 44
- 238000012800 visualization Methods 0.000 title claims description 15
- 230000000007 visual effect Effects 0.000 claims abstract description 15
- 238000012545 processing Methods 0.000 claims abstract description 13
- 238000004590 computer program Methods 0.000 claims description 12
- 230000006870 function Effects 0.000 claims description 9
- 238000012795 verification Methods 0.000 claims description 6
- 230000003044 adaptive effect Effects 0.000 claims description 4
- 230000000737 periodic effect Effects 0.000 claims description 3
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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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- 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
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management
Abstract
The application discloses an application creation method, equipment and a storage medium based on a visual component, which are applied to the technical field of data processing, and the method comprises the following steps: acquiring an application creation request of a user, wherein the application creation request comprises an application name, an application type and a user password; analyzing and authenticating the authority of the user and the application creation request, creating the user in the server, and distributing the quota of the application space to the user; constructing a scene assembly and a scene assembly in an application space, configuring parameters of the scene assembly according to the selection of a user, processing the parameters by the scene assembly, and classifying and combining the application space in a dragging mode; after the generation of the application is determined, setting a navigation style, a theme, a login page and a domain name; detecting the application and generating an application space preview by a one-key; the components are deployed through the flow model, so that the parameters most needed in the task progress of the user are clearly described, the waiting time of the user is saved, and the efficiency of application creation is effectively improved.
Description
Technical Field
The present application relates to the field of data processing technologies, and in particular, to an application creation method, device, and storage medium based on a visualization component.
Background
Drag-and-drop creation applications on a browser are called low code platforms, which are development platforms that can generate applications without coding or with a small amount of code, and methods for application development through visualization enable developers with different experience levels to create web pages and mobile applications through graphical user interfaces using drag components and model-driven logic, and existing application deployments have the following problems:
(1) The application running needs to be embedded into a unified platform of an enterprise, the bottom layer needs to depend on the environment in which the application is running to normally run, and the application range and the scene of the application are limited;
(2) Defects in the development environment and data can lead to problems of unavailability of the development environment and loss of user data.
Reference to patent application number cn202111508834.X discloses a method and a device for constructing a visual application of service data, which specifically comprises the following steps: detecting interface type indication information; creating a target interface with the interface type matched with the interface type indication information; detecting a component configuration operation based on a component set; the assembly set comprises a plurality of assembly subsets, and different assembly subsets respectively and correspondingly comprise a plurality of assemblies of different types; configuring components corresponding to the layout on the target interface according to the component configuration operation; detecting component information configuration operation of a component on the target interface; according to the component information configuration operation, corresponding component information configuration processing is executed on the corresponding component on the target interface; wherein the component information configuration processing at least includes: and configuring component data realized by binding each component on the target interface with service data in a pre-accessed service data source to obtain a visual application in a page form of the service data, and supporting rendering of the components in the visual application based on the bound service data.
This prior art builds visual applications of business data through component drag, component data/component attribute configuration, but ignores the data processing of the visual content, and does not allow the user to get in depth knowledge of the data within the component.
Disclosure of Invention
The application aims to provide an application creation method, equipment and a storage medium based on a visual component, which aim to solve the problem that the existing scheme omits data processing of visual contents.
In order to achieve the above purpose, the present application provides the following technical solutions:
the application provides an application creation method based on a visual component, which comprises the following steps:
s1: acquiring an application creation request of a user, wherein the application creation request comprises an application name, an application type and a user password;
s2: analyzing and authenticating the authority of the user and the application creation request, creating the user in the server, and distributing the quota of the application space to the user;
s3: constructing a scene assembly and a scene assembly in an application space, configuring parameters of the scene assembly according to the selection of a user, processing the parameters by the scene assembly, and classifying and combining the application space in a dragging mode;
s4: after the generation of the application is determined, setting a navigation style, a theme, a login page and a domain name;
s5: detecting the application and then generating an application space preview.
Further, the step of constructing the scene component and the scene component in the application space, configuring parameters for the scene component according to the selection of the user, processing the parameters by the scene component, and classifying and combining the application space in a drag mode includes:
the scene component and the scene component are built by adopting a component deployment method, which comprises the following specific steps: let the flow model M of the component deployment consist of a task model tm,is the state in M, defining T as the task set, wherein the task set contains all tasks in the task model tm, A (T) is the set of the task T at all ancestor nodes, D (T) is the set of the task T at all offspring nodes, (-)>For the component corresponding to task t, sets S and C are initialized to the empty set.
Further, the specific steps of the component deployment are as follows:
state in all-and-flow modelCorresponding tasks are put into the set S, A (t) is determined for each task t in the set S, the set S and the A (t) are combined, and when no newly added state is left in the flow model->In this case, the component corresponding to task t is then +.>Put into set C, thereby yielding a deployment component set: />。
Further, the classifying and combining the application space by adopting the drag mode includes a graphic symbol library in the parameters of the field Jing Zujian, which correspondingly generates an image symbol template, including: a graphic definition for generating graphic data of graphic symbols and generating parameters of scene components, and establishing association between the graphic symbols created according to the graphic symbol templates and the scene components; a graphic symbol template from which the graphic symbol is created is specified from the graphic symbol library; a context component corresponding to the context component parameter type is specified.
Further, the drag mode is that the user completes the configuration of the application template in the application space in a drag mode, after the configuration is completed, an application template creating request is initiated, the application space system judges whether the application template contains parameters of the scene component, and the verification of whether the application template is normally used is completed.
Further, the step of analyzing and authenticating the authority of the user and the application creation request, creating the user in the server, and allocating the quota of the application space to the user includes:
if the authentication is not passed, the user needs to rewrite the submitting request; if the user requests verification pass, creating according to application templates, wherein each type of application corresponds to one application template; the user can view the used space and the residual space of the application through the client management component, and can directly upload and download the application codes.
Further, the quota for allocating the application space to the user further includes expanding the application space, setting the history window length of the user as n, the adaptive window length as w, and predicting the periodic load in the w sub-adaptive windowsWherein n < i < n+w, < ->Wherein->For the average value of the history window, +.>In the event of noise, the noise is,the relation function is when the delay step number is 1, and the relation function is as follows:
，
wherein the method comprises the steps ofStandard deviation of history window;
solving a predicted maximum expansion index I for the adaptive window:。
further, the application name is used as an identification of the application and is also used for constructing a domain name and a database of the application; the user password is used for creating an identity authentication service of the database, and all applications of each user share the same password.
The application also provides a computer device comprising a memory and a processor, wherein the memory stores a computer program, and the processor realizes the steps of the application creation method based on the visualization component when executing the computer program.
The present application also provides a computer-readable storage medium having stored thereon a computer program which, when executed by a processor, implements the steps of a visualization component-based application creation method described above.
The application provides an application creation method, equipment and a storage medium based on a visual component, which have the following beneficial effects:
(1) Based on the expansion of the application space, the expansion has certain predictability, the application can determine the expansion time as early as possible by solving the maximum value of the prediction window as an expansion index, meanwhile, the comprehensive treatment of the multi-index monitoring value is added, the load which is most likely to be a bottleneck is emphasized, so that the application of different load characteristics has certain universality, the failure of the prediction algorithm caused by improper selection of a single index is avoided, and the practical application shows that the application of the multi-index predictive expansion algorithm can effectively expand and contract, and the excessively frequent expansion and contraction operation can be prevented;
(2) The scene components and the scene components are built in the application space, and the application space is classified and combined in a dragging mode, so that one-stop deployment of the application space is realized, an intelligent service mode is provided for a user, and parameters in the scene components are orderly scheduled to be matched with the corresponding scene components;
(3) Deploying the components through a flow model, wherein the flow model also represents each component forming the application space due to the association of the components with the tasks; the component deployment is used for clearly describing the most needed parameters in the task process of the user, so that the waiting time of the user is saved, and the efficiency of application creation is effectively improved.
Drawings
FIG. 1 is a flow chart of a method for creating an application based on a visualization component according to an embodiment of the present application;
FIG. 2 is a functional block diagram of an application creation method based on a visualization component according to an embodiment of the present application;
fig. 3 is a schematic block diagram of a computer device according to an embodiment of the present application.
Detailed Description
It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the application.
The following description of the embodiments of the present application will be made clearly and fully with reference to the accompanying drawings, in which it is evident that the embodiments described are only some, but not all embodiments of the application. All other embodiments, which can be made by those skilled in the art based on the embodiments of the application without making any inventive effort, are intended to be within the scope of the application.
Referring to fig. 1, a flow diagram of an application creation method based on a visualization component according to the present application is provided;
the application provides an application creation method based on a visual component, which comprises the following steps:
s1: acquiring an application creation request of a user, wherein the application creation request comprises an application name, an application type and a user password; the application name is used as an identification of the application and is also used for constructing domain names and databases of the application; the user password is used for creating an identity authentication service of the database, and all applications of each user share the same password.
In this step, an application creation request of a user is obtained, and an application configuration parameter is generated for the creation application request submitted by the user, where the application configuration parameter may include a code input by the user, a number of configuration application parameter packages, and the like, and the application configuration parameter may be used to describe information of a to-be-deployed application corresponding to Chart, hardware configuration information, software configuration information, network configuration information, monitoring configuration information, plug-in configuration information, configuration file mounting information, additional modification information, and the like. The information of the application to be deployed corresponding to the Chart may include a workload type of the application, such as stateless load, stateful load, and the like, and may further include a version of a material generating the Chart template; the hardware configuration information is the requirement for hardware resources, such as the number of cores of the central processing unit, whether the graphics processor is needed, etc.; the software configuration information may include configuration of a system environment when the application to be deployed runs, such as a system environment variable, a start command, a probe for ready survival, etc.; the network configuration information includes configuration that the application to be deployed is running in a network environment, such as whether an external network access/visited capability is required, whether an open port is required, whether routing control is required, whether a host alias is required, whether firewall restriction is required, etc.; the monitoring configuration information comprises descriptions of resources such as monitoring related information to be adopted, log acquisition related information to be required and the like; the plug-in configuration information can comprise plug-ins required by application running, such as a database needing to be started with a service, a remote dictionary service needing to be started with the service, and the like; the configuration file mounting information may include a configuration file to be mounted, where the configuration file may be stored in a cover (Git), which is an open-source distributed version control system; when the configuration file needs to be mounted or corresponding triggering operation exists, the configuration file can be pulled from Git and mounted.
In one embodiment, a common user registers through a login interface, and after the login system successfully authenticates the identity of the user, the user is given permission to deploy the application; the user submits a creation request of the application through an application interface, the system gives an application creation result after a period of time, and if the application creation is successful, the system returns a Web address and a database address of the application; after the application is successfully created, a user can inquire the space quota use condition of the application, upload own code packages or download the application on a line, transfer the legacy application containing data to a platform by one key, and an administrator can check the load information and the system log information of all the applications through a management interface; when the load of the application is too large or too small, the dynamic capacity expansion function of the system can automatically increase or decrease the number of the instances of the back-end server.
S2: analyzing and authenticating the authority of the user and the application creation request, creating the user in the server, and distributing the quota of the application space to the user; if the authentication is not passed, the user needs to rewrite the submitting request; if the user requests verification pass, creating according to application templates, wherein each type of application corresponds to one application template; the user can check the used space and the residual space of the application through the client management component, and can directly upload and download the application codes; the quota of the application space allocated to the user also comprises capacity expansion of the application space, the history window length of the user is set to be n, the self-adaptive window length is set to be w, and periodic loads in the w sub-adaptive windows are predictedWherein n < i < n+w,wherein->For the average value of the history window, +.>Is noise (I)>The relation function is when the delay step number is 1, and the relation function is as follows:
，
wherein the method comprises the steps ofStandard deviation of history window;
solving a predicted maximum expansion index I for the adaptive window:。
in the step, based on the expansion of the application space, the expansion has certain predictability, the application can determine the expansion time as early as possible by taking the maximum value of the prediction window as an expansion index, meanwhile, the comprehensive treatment of the multi-index monitoring value is added, the load which is most likely to be a bottleneck is considered seriously, the application of different load characteristics has certain universality, the failure of the prediction algorithm caused by the improper selection of a single index is avoided, and the practical application shows that the application of the multi-index predictive expansion algorithm can effectively expand and contract, and the excessively frequent expansion and contraction operation can be prevented; in order to ensure the reliability and availability of the application, the deployment process uses a task flow model, so that the fault tolerance and recovery capability are improved from the design level, and a new application is quickly created.
The method for deploying the application quickly and reliably is provided for the user, the user does not need to care about preparation of the underlying physical resources and establishment of the application environment, the deployed application space can be quickly obtained only by submitting an application deployment request through an interface, and the application is provided with enough performance guarantee according to the load condition of the application. The monitoring service program is utilized to collect load information on the server, whether the application needs to expand or contract capacity or not is determined according to a strategy, and corresponding operation is automatically completed, so that the service capacity of the application and the utilization rate of server resources are greatly improved, the service capacity can be automatically expanded and contracted in a short time according to the load condition, and the application performance is ensured.
S3: constructing a scene assembly and a scene assembly in an application space, configuring parameters of the scene assembly according to the selection of a user, processing the parameters by the scene assembly, and classifying and combining the application space in a dragging mode; the scene component and the scene component are built by adopting a component deployment method, which comprises the following specific steps: let the flow model M of the component deployment consist of a task model tm,is the state in M, defining T as the task set, wherein the task set contains all tasks in the task model tm, A (T) is the set of the task T at all ancestor nodes, D (T) is the set of the task T at all offspring nodes, (-)>For the component corresponding to task t, sets S and C are initialized to an empty set; status in all AND flow model +.>Corresponding tasks are put into the set S, A (t) is determined for each task t in the set S, the set S and the A (t) are combined, and when no newly added state is left in the flow model->In this case, the component corresponding to task t is then +.>Put into set C, thereby yielding a deployment component set:；
the drag mode is that a user completes the configuration of the application template in an application space in a drag mode, after the configuration is completed, an application template creation request is initiated, an application space system judges whether the application template contains parameters of the scene component, and the verification of whether the application template is normally used is completed; the classifying and combining the application space by adopting a drag mode includes a graphic symbol library in the parameters of the field Jing Zujian, which correspondingly generates an image symbol template, including: a graphic definition for generating graphic data of graphic symbols and generating parameters of scene components, and establishing association between the graphic symbols created according to the graphic symbol templates and the scene components; a graphic symbol template from which the graphic symbol is created is specified from the graphic symbol library; a context component corresponding to the context component parameter type is specified.
In this step, the flow model contains several state sets, each state set represents a group of tasks that can be concurrently executed at the same time in the lifecycle of the application space, and since we associate the components with the tasks, the flow model also represents each component that constitutes the application space; each state comprises a group of tasks and triggering conditions for state transition, the triggering conditions trigger state jump, and the process finally enters an accepting state; the application deployment aims at describing the most needed parameters in the task process of the user, so that the waiting time of the user is saved, and the efficiency of application creation is effectively improved.
In another embodiment, referring to FIG. 2, basic information and administrator information for an application system is configured, including system name, system description, usage unit name, unit address, industry, administrator account, administrator name, administrator contact; the industry expert can rapidly configure data classification and classification of the application space through the scene component and the scene component provided by the platform in a dragging mode according to the use scene of the application, wherein the data classification and classification comprises the place type, the equipment type, the data coverage range and the like of the application space; industry experts can conveniently configure application programs of the application space through a scene template and a scene component provided by a platform according to the use scene of a user in a dragging mode, wherein the application programs comprise all entity application functions and classification combination modes of the functions; the industry expert configures menu arrangement modes, tab configuration, theme style, login pages, domain names and the like of an application space according to the use preference of industry users; the industry expert detects the application space related configuration and the application components in a visual mode, and can generate the application space by one key after checking the application space, so that the application space can be created, and the application can be created and used immediately.
Referring to fig. 3, in an embodiment of the present application, there is further provided a computer device, which may be a server, and an internal structure thereof may be as shown in fig. 3. The computer device includes a processor, a memory, a network interface, and a database connected by a system bus. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, computer programs, and a database. The internal memory provides an environment for the operation of the operating system and computer programs in the non-volatile storage media. The database of the computer device is used for storing data such as parameters. The network interface of the computer device is used for communicating with an external terminal through a network connection. The computer program, when executed by a processor, implements a visualization component based application creation method.
It will be appreciated by those skilled in the art that the architecture shown in fig. 3 is merely a block diagram of a portion of the architecture in connection with the present inventive arrangements and is not intended to limit the computer devices to which the present inventive arrangements are applicable.
An embodiment of the present application further provides a computer readable storage medium having stored thereon a computer program, which when executed by a processor, implements the steps of a visualization component-based application creation method, specifically:
s1: acquiring an application creation request of a user, wherein the application creation request comprises an application name, an application type and a user password;
s2: analyzing and authenticating the authority of the user and the application creation request, creating the user in the server, and distributing the quota of the application space to the user;
s3: constructing a scene assembly and a scene assembly in an application space, configuring parameters of the scene assembly according to the selection of a user, processing the parameters by the scene assembly, and classifying and combining the application space in a dragging mode;
s4: after the generation of the application is determined, setting a navigation style, a theme, a login page and a domain name;
s5: detecting the application and then generating an application space preview.
In summary, the application analyzes and authenticates the authority of the user and the application creation request by acquiring the application creation request of the user, and allocates the quota of the application space to the user; constructing a scene assembly and a scene assembly in an application space, and classifying and combining the application space in a dragging mode; setting a navigation style, a theme, a landing page and a domain name after determining the generation of the application; and detecting the application, and then generating an application space preview by one key to realize one-stop visual application creation.
Those skilled in the art will appreciate that implementing all or part of the above described methods may be accomplished by way of a computer program stored on a non-transitory computer readable storage medium, which when executed, may comprise the steps of the embodiments of the methods described above. Any reference to memory, storage, database, or other medium provided by the present application and used in embodiments may include non-volatile and/or volatile memory. The nonvolatile memory can include Read Only Memory (ROM), programmable ROM (PROM), electrically Programmable ROM (EPROM), electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), dual speed data rate SDRAM (SSRSDRAM), enhanced SDRAM (ESDRAM), synchronous Link DRAM (SLDRAM), memory bus direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM), among others.
It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, apparatus, article, or method that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, apparatus, article, or method. Without further limitation, an element defined by the phrase "comprising one … …" does not exclude the presence of other like elements in a process, apparatus, article or method that comprises the element.
The foregoing description is only of the preferred embodiments of the present application and is not intended to limit the scope of the application, and all equivalent structures or equivalent processes using the descriptions and drawings of the present application or direct or indirect application in other related technical fields are included in the scope of the present application.
Although embodiments of the present application have been shown and described, it will be understood by those skilled in the art that various changes, modifications, substitutions and alterations can be made therein without departing from the principles and spirit of the application, the scope of which is defined in the appended claims and their equivalents.
Claims (6)
1. An application creation method based on a visualization component, comprising:
s1: acquiring an application creation request of a user, wherein the application creation request comprises an application name, an application type and a user password;
s2: analyzing and authenticating the authority of the user and the application creation request, creating the user in the server, and distributing the quota of the application space to the user;
s3: constructing a scene assembly and a scene assembly in an application space, configuring parameters of the scene assembly according to the selection of a user, processing the parameters by the scene assembly, and classifying and combining the application space in a dragging mode;
s4: after the generation of the application is determined, setting a navigation style, a theme, a login page and a domain name;
s5: detecting the application and generating an application space preview by a one-key;
the scene component and the scene component are built by adopting a component deployment method, which comprises the following specific steps: let the flow model M of the component deployment consist of a task model tm,is the state in M, defining T as the task set, wherein the task set contains all tasks in the task model tm, A (T) is the set of the task T at all ancestor nodes, D (T) is the set of the task T at all offspring nodes, (-)>For the component corresponding to task t, sets S and C are initialized to an empty set;
the specific steps of the component deployment are as follows:
state in all-and-flow modelCorresponding tasks are put into the set S, A (t) is determined for each task t in the set S, the set S and the A (t) are combined, and when no newly added state is left in the flow model->In this case, the component corresponding to task t is then +.>Put into set C, thereby yielding a deployment component set: />；
The step of analyzing and authenticating the authority of the user and the application creation request, creating the user in the server and distributing the quota of the application space to the user comprises the following steps:
if the authentication is not passed, the user needs to rewrite the submitting request; if the user requests verification pass, creating according to application templates, wherein each type of application corresponds to one application template; the user can check the used space and the residual space of the application through the client management component, and can directly upload and download the application codes;
for expansion of application space, the history window length of the user is set as n, the self-adaptive window length is set as w, and the periodic load in w sub-adaptive windows is predictedWherein n < i < n+w, < ->Wherein->For the average value of the history window, +.>Is noise (I)>The relation function is when the delay step number is 1, and the relation function is as follows:
，
wherein the method comprises the steps ofStandard deviation of history window;
solving a predicted maximum expansion index I for the adaptive window:。
2. the application creation method based on the visualization component according to claim 1, wherein the classifying and combining the application space in a drag mode includes a graphic symbol library in parameters of the field Jing Zujian, which correspondingly generates an image symbol template, and includes: a graphic definition for generating graphic data of graphic symbols and generating parameters of scene components, and establishing association between the graphic symbols created according to the graphic symbol templates and the scene components; a graphic symbol template from which the graphic symbol is created is specified from the graphic symbol library; a context component corresponding to the context component parameter type is specified.
3. The application creation method based on the visual component according to claim 1, wherein the drag mode is that a user completes configuration of an application template in an application space in a drag mode, after the configuration is completed, an application template creation request is initiated, an application space system judges whether the application template contains parameters of the scene component, and verification of whether the application template is normally used is completed.
4. The application creation method based on the visual component according to claim 1, wherein the application name is used as an identification of the application and is also used for constructing domain names and databases of the application; the user password is used for creating an identity authentication service of the database, and all applications of each user share the same password.
5. A computer device comprising a memory and a processor, the memory having stored therein a computer program, characterized in that the processor, when executing the computer program, implements the steps of a visualization component based application creation method as claimed in any of claims 1 to 4.
6. A computer-readable storage medium, on which a computer program is stored, characterized in that the computer program, when being executed by a processor, implements the steps of a visualization component based application creation method as claimed in any of claims 1 to 4.
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