CN111506315A - Code deployment method for flexible digital control and digital control platform - Google Patents
Code deployment method for flexible digital control and digital control platform Download PDFInfo
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Abstract
The invention provides a code deployment method for flexible digital control and a digital control platform, wherein the code deployment method comprises the following steps: s1: respectively generating sub-codes for a plurality of service sub-functions, storing the sub-codes to a server, and establishing a digital control platform comprising a plurality of sub-codes, wherein the sub-codes comprise one or more configuration interfaces; s2: on the digital control platform, selecting corresponding service subcodes according to service requirements, and configuring corresponding service constraints and data constraints; s3: and packaging the plurality of subcodes which are configured and generated, and generating an installation package for deployment or upgrading. The code deployment method provided by the invention directly selects a plurality of subcodes of corresponding business functions, flexibly configures data constraints of the corresponding subcodes, and packs the subcodes to generate the installation package, thereby greatly improving the development efficiency of developers, flexibly controlling the data constraints, reducing the storage space, reducing repeated operation, reducing redundant codes and improving the code running efficiency.
Description
Technical Field
The invention relates to a code deployment method for flexible digital control and a digital control platform.
Background
In the field of software development, an existing back-end development mode is carried out according to the concept of flow and continuous iterative improvement in cooperation with a front end, codes need to be repeatedly constructed, deployed and released for a plurality of service requirements, development and deployment of each new function depend on the experiences of developers and operation and maintenance personnel, and the experiences cannot be passed through; in the development process, the previously developed subcodes with similar functions are usually copied as templates and then modified, but the codes written by different developers are different due to experience and habit, and the differences easily cause that the known BUG cannot be repaired, so that the development progress is influenced and the code quality is influenced; on the other hand, in the existing development mode, the above operations need to be repeated for each development, so that developers are tired of dealing with heavy business development, and how to improve and optimize codes is not considered in spare time.
Therefore, how to implement flexible control and deployment of codes and improve software development efficiency of developers becomes a technical problem to be solved urgently in the industry.
Disclosure of Invention
Aiming at the defects of the prior art, the invention aims to provide a code deployment method for flexible digital control, which can directly select a plurality of subcodes of corresponding business functions, flexibly configure data constraints of the corresponding subcodes, and pack the subcodes to generate an installation package, thereby greatly improving the software development efficiency of developers, flexibly controlling the data constraints, reducing the storage space, reducing redundant codes and improving the code quality and the operating efficiency.
In order to achieve the above object, an aspect of the present invention provides a code deployment method for flexible digital control, which includes the following steps:
s1: respectively generating sub-codes for a plurality of service sub-functions, storing the sub-codes to a server, and establishing a digital control platform comprising a plurality of sub-codes, wherein the sub-codes comprise one or more configuration interfaces;
s2: on the digital control platform, selecting corresponding service subcodes according to service requirements, and configuring corresponding service constraints and data constraints on a configuration interface;
s3: and packaging the configured plurality of subcodes, and generating an installation package for deployment or upgrading.
In the invention, each subcode is developed by developers with abundant experience, is stored in a server after being tested and confirmed for a plurality of times to be error-free, and is provided with a plurality of configuration interfaces for flexibly configuring corresponding fields related to the subcodes; after configuration is completed, a plurality of subcodes capable of realizing related business requirements are packaged to generate an installation package, and by means of the method, development efficiency of developers is greatly improved, data constraint can be flexibly controlled, storage space is reduced, redundant codes are reduced, and code quality and operation efficiency are improved.
The flexible digital control code deployment method provided by the invention has the advantages that in the process of software development, only the subcodes with corresponding functions are selected and automatically deployed and generated, the operation process is simple and convenient, and the method can be completed without too much experience, so that the development efficiency of developers is effectively improved, the workload of the developers is reduced, the entry threshold of software developers is reduced, and the experienced developers have more amateur time to research how to optimize and improve.
According to another embodiment of the present invention, a server comprises: any one of a physical server or a virtual server of an individual user, a physical server or a virtual server of an enterprise user, a physical server or a virtual server provided by a cloud service provider for a user, and a physical server cluster or a virtual server cluster provided by a cloud service provider for a user.
According to another embodiment of the present invention, the deployment method of the selected subcode in step S3, including one or more of drag-type deployment, guided deployment, and AI intelligent deployment methods, can automatically generate the deployment, and meanwhile, can be further adjusted according to the requirements, so as to further improve the software development efficiency and ensure the accuracy.
According to another embodiment of the present invention, in step S1, each subcode includes corresponding identification information, and the subcodes are sorted and stored according to the identification information, where the sorted and stored subcodes include a first-level directory and a second-level directory, and may also include a third-level directory and a fourth-level directory, in sequence, according to the actual application. The identification information of the subcodes is used for identifying the functions of the subcodes and classifying and identifying according to the function content, so that software developers can find the required subcodes quickly and software development efficiency is further improved.
According to another embodiment of the present invention, in step S2, the corresponding service subcodes are selected according to the service requirement, and may be selected one by one according to the subcode storage directory, or may be selected according to the subcodes intelligently matched with the recommended subcodes.
According to another embodiment of the present invention, the recommendation of intelligent matching of sub-codes comprises the following steps:
judging the similarity between the selected subcodes and the subcodes stored in the system;
and recommending according to the sub-codes with higher similarity obtained by judgment.
According to another embodiment of the present invention, the configuration interface comprises:
setting comments for display for the data table, the data field and the data key according to business requirements;
setting a main key, a unique constraint, a null constraint and a main foreign key constraint for a data table, a data field and a data key according to business needs;
setting a main external key corresponding relation for a data table, a data field and a data key according to service requirements;
and setting or adjusting data type storage constraints for the data table, the data field and the data key according to the service requirements. Related storage constraints are realized on the configuration interface, and the function information of related subcodes is known in detail, so that the error rate is reduced, and the software development efficiency is improved. Meanwhile, relevant storage constraints are configured through the configuration interface, so that a reasonable data range can be selected according to actual service projects, the storage space is reduced, and the running efficiency of software is improved.
According to another embodiment of the present invention, before step S2, the method further includes step S20: configuring or reading type configuration information; the type configuration information includes:
relational or key-value database addresses, user permissions of databases;
the user right of Web access to the directory;
FTP user authority of Web access directory;
a service access configuration provided by a third party service provider. And the platform management and maintenance are convenient.
In another aspect of the present invention, a digital control platform for the code deployment method is further provided, which includes:
the subcode module comprises a plurality of subcodes which can be directly called and is used for selecting the subcodes of the corresponding functions according to the service requirements;
the newly-built module is used for newly building a subcode of a new function which is not included in the digital control platform;
the deployment module is used for arranging and deploying the selected subcodes;
and the generating module is used for packaging the selected subcodes, generating an installation package and sending the installation package to the local environment.
According to another embodiment of the invention, the subcode comprises detailed annotation information and interface description, so that later update and maintenance personnel can improve and optimize the corresponding subcode more quickly.
According to another specific embodiment of the invention, the digital control platform further comprises an intelligent recommending module, and the intelligent recommending module is used for matching and recommending the sub-codes associated with the selected sub-codes.
According to another embodiment of the present invention, the digital control platform further includes a testing module, and the testing module is configured to test newly added sub-codes and/or perform continuity testing on a plurality of deployed sub-codes.
According to another specific embodiment of the present invention, the digital control platform further includes a log module, and the log module is configured to record the adding information of the sub-codes, and the selection and deployment information of each sub-code.
Compared with the prior art, the invention has the following beneficial effects:
1. the code deployment method provided by the invention is simple and quick to operate, greatly improves the efficiency of developers, and reduces the workload and the test quantity.
2. The subcode can be continuously used in a plurality of business projects, the development experience of the code is inherited, the entry threshold of software developers is reduced, and experienced developers have more amateur time to research how to optimize the improvement.
3. By flexibly configuring the data constraint of each subcode, the constraint range is more reasonable, the storage space is saved, and the operating efficiency of software is improved.
4. The subcodes in the invention are developed by experienced developers through full and perfect thinking, and the accuracy of the subcodes is ensured through testing, so that the codes are more reasonable and standard.
The present invention will be described in further detail with reference to the accompanying drawings.
Drawings
FIG. 1 is a schematic structural view of a digital control platform according to embodiment 1;
fig. 2 is a schematic distribution diagram of the sub-code modules of embodiment 1.
Detailed Description
Example 1
The embodiment provides a code deployment method for flexible digital control, which comprises the following steps:
s1: respectively generating sub-codes for a plurality of service sub-functions, storing the sub-codes to a server, and establishing a digital control platform comprising a plurality of sub-codes, wherein the sub-codes comprise one or more configuration interfaces; the server includes: any one of a physical server or a virtual server of an individual user, a physical server or a virtual server of an enterprise user, a physical server or a virtual server provided by a cloud service provider for a user, and a physical server cluster or a virtual server cluster provided by a cloud service provider for a user. Each subcode comprises corresponding identification information, and the subcodes are classified and stored according to the identification information, wherein the classified storage comprises a first-level directory and a second-level directory, for example, the first-level directory can be a service field, and the second-level directory is a service function, so that the subcodes are classified and stored; according to practical application, a third-level directory, a fourth-level directory and the like can also be sequentially included. The identification information of the subcodes is used for identifying the functions of the subcodes and classifying and identifying according to the function content, so that software developers can find the required subcodes quickly and software development efficiency is further improved.
Step S20: configuring or reading type configuration information on the digital control platform; the type configuration information includes: relational or key-value database addresses, user permissions of databases; the user right of Web access to the directory; FTP user authority of Web access directory; a service access configuration provided by a third party service provider. And the platform management and maintenance are convenient.
S2: on the digital control platform, selecting corresponding service subcodes according to service requirements, and configuring corresponding service constraints and data constraints on a configuration interface; the corresponding configuration interface in each subcode comprises: setting comments for display for the data table, the data field and the data key according to business requirements; setting a main key, a unique constraint, a null constraint and a main foreign key constraint for a data table, a data field and a data key according to business needs; setting a main external key corresponding relation for a data table, a data field and a data key according to service requirements; and setting or adjusting data type storage constraints for the data table, the data field and the data key according to the service requirements. And the flexible configuration is carried out on the configuration interface to realize the related storage constraint and know the function information of the related subcodes in detail, thereby reducing the error rate and improving the software development efficiency. Meanwhile, relevant storage constraints are configured through the configuration interface, so that a reasonable data range can be selected according to actual service projects, the storage space is reduced, and the running efficiency of software is improved.
S3: and packaging the configured plurality of subcodes, and generating an installation package for deployment or upgrading. The deployment method comprises one or more of dragging type deployment, guiding type deployment and AI intelligent deployment methods, so that the deployment can be automatically generated, and meanwhile, the deployment can be further adjusted according to requirements, the software development efficiency is further improved, and the accuracy is ensured.
For example, a software system in the management aspect of a company needs to be developed, and functions such as attendance checking, card punching, access recording and the like are needed; finding out the subcodes corresponding to attendance checking and card punching and access records in the digital control platform, configuring related data constraints on configuration interfaces of the subcodes, and finally packaging the subcodes to generate an installation package, wherein the development speed is simple, rapid and convenient. Further, for example, the access record needs to include information recording functions such as access date, access time, number of persons who access, name of visitor, contact address of visitor, and the like; the functions are completely covered by the information contained in the subcode of the access record, and comprise information recording functions of access date, access time, number of visitors, name of the visitor, access information, age of the visitor, contact information of the visitor, access duration, name of the interviewee and the like, and the functions contained in the subcode are realized by developers with abundant experience through careful thinking and development after comprehensive deployment, so that the subcode of the access record comprises comprehensive functions and has wider applicability; after selecting the subcodes of the access record, configuring data constraints on related data fields in the subcodes, and adapting to data constraints applied by a company to the function configuration to be used, wherein the access time constraints are the working hours and working hours of the company, the access cause constraints are 10 words, the visitor contact information constraints are 11 numbers and the like, so that the judgment time is reduced and the operation rate is improved in the code operation process; on the other hand, functions that are not required, such as visit courier, visit duration, interviewee name; a null constraint is set.
The access record subcodes comprise access date, access time, number of access persons, name of the access person, access reasons, age of the access person, contact information of the access person, access duration, name of the accessed person and other information recording functions, wherein the access date and the access time can be superior to a time module; the name of the visitor, the visiting affair and the name of the interviewee can be superior to a text module; the number of visitors, the age of the visitor, the contact way of the visitor and the visiting duration can be arranged as a digital module; so that the functional application requiring the upper module can directly select the subcode. For example, the subcode of the access record can also be applied to the consumption record of a restaurant, and the text module records the product name of consumption; the digital module records the product quantity and the product amount respectively; the time module records consumption time and the like; therefore, the subcodes of the access records can be directly selected, and the production installation package can be packaged after the corresponding data is restrained.
The code deployment method for flexible digital control provided by the embodiment is suitable for service projects in a plurality of different fields; each business project requires a number of different business sub-functions to achieve the complete, systematic functionality of the business project. In view of the requirement, the present embodiment further provides an intelligent sub-code recommendation method, which can automatically match and recommend the associated sub-codes, so as to facilitate direct selection by the user, and further improve the development efficiency of developers. For example: when the power generator application is started, intelligently configuring the subcodes of the subfunctions of the attributes such as color, size, production place, weight, size, thickness and the like of related commodities, and then carrying out selective calling by developers according to the intelligently configured subcodes; when developing the application of the clothing category, the intelligent configuration obtains the subcodes with the functions of color, size, style, collar shape, thickness and the like; when the application of the 'automobile' product is developed, subcodes with functions of wheelbase, seat number, braking mode, brand, finished automobile quality, automobile grade and the like are obtained through intelligent configuration.
The intelligent subcode recommending method in the embodiment comprises the following steps: step 1, judging the similarity between the selected subcodes and the subcodes stored in the system; and 2, recommending according to the sub-codes with higher similarity obtained by judgment. In the similarity judgment, firstly, a parameterized generative model is established, and the similarity judgment comprises two layers: the visible layer and the hidden layer are connected in both directions, and no connection exists in the layers. Each cell in the visible layer represents an observed variable value, and the cells in the hidden layer are used to model interdependencies between the cells in the visible layer. In this embodiment, the number of hidden layer units represents the number of eigenvalues; each cell represents an angular consideration; the value of each cell represents the probability of activation of a feature value; in the training process, we do not know which feature value each unit specifically corresponds to, but can only distinguish different feature types according to the number of the units of the hidden layer. For example, the similarity of the business types is considered from four aspects of ' people ', ' properties ', ' things ', ' and the like, and when considered from the aspect of ' things ', the business type similarity can comprise a plurality of characteristic values of administrative affairs, business affairs, process affairs and the like; the corresponding hidden layer units are also multiple, and each unit corresponds to the probability of activation of a subject characteristic value. Let the number of eigenvalues be K, i.e. the number of cells in the hidden layer be K.
Each unit in the visible layer represents an observed variable value, and each unit in the visible layer represents the calling condition of each subcode in the system when the item code is developed for n times, xi∈ {0,1}, where 0 represents no call and 1 represents a call in this embodiment, subcode similarity is modeled, where FiRepresents the (i) th angle of the angle,
the activation probability of the characteristic value representing the j state at the i angle,
in the process of calculating the similarity, the present embodiment adopts a nonlinear function sigmoid as an activation function of the model. The sigmoid function is of the form:
according to the understanding of the sub-code types in the system, K angles for calculating the functional similarity of the sub-codes are specified, and the number of characteristic values which the corresponding similarity calculation angles should have is specified for the K angles. Then, a model is constructed according to the angle calculated by each similarity, the K models are trained, and after the K models are trained, the probability vector value of the activation of the characteristic value of each class under the K angles and the weight lambda occupied by each angle in the similarity measurement are obtainedk，
Then for each sub-code in the system, a feature value activation probability vector value at K angles can be obtained.
The eigenvalue activation probability vector values for K angles represent the probability distribution of possible eigenvalue activation for one sub-code at each angle, the eigenvalues activate the parameters to the right of the probability vector,λirepresenting the magnitude of the weight of the ith metric similarity angle specified in the system. Then for sub-code i, the similarity between it and sub-code j is:
if it is a sub-code j, the similarity between it and the sub-code i is:
wherein, K L (F)k(i)||Fk(j) K L divergence values representing the activation distribution of the feature values of the sub-code j at the kth angle for the sub-code i, S (i, j) ≠ S (j, i) because the K L divergence has asymmetry, the reason why the K L divergence is used here to calculate the similarity between the sub-codes is because when calculating the feature distributions of the other sub-codes and the feature distribution of the subject sub-code i, it can be considered to be the case that the feature distribution of the sub-code i is approximated by the feature distributions of the other sub-codes, in which case K L (F L) is used (Fk(j)||Fk(i) To calculate the similarity, the matching of the subcode j to the feature value with a higher activation probability in the feature distribution of the subcode i can be emphasized, i.e. the angle feature at which the two subcodes are most matched is considered among all the feature values.
In another aspect of this embodiment, a digital control platform for the code deployment method is further provided, as shown in fig. 1-2, including: the system comprises a sub-code module, a new building module, a deployment module and a generation module.
The subcode module comprises a plurality of subcodes which can be directly called and is used for selecting the subcodes of the corresponding functions according to the service requirements; each subcode is developed by developers with years of experience through full and perfect thinking, and the accuracy of the subcode is ensured through testing, so that the code is more reasonable and standard. The subcode comprises detailed annotation information and interface description, so that updating and maintenance are facilitated. The newly-built module is used for newly building a subcode of a new function which is not included in the digital control platform; the developed subcodes are stored and selected, so that the digital control platform is more complete in function and has wider application. The deployment module is used for arranging and deploying the selected subcodes; the deployment module comprises one or more of dragging type deployment, guiding type deployment and AI intelligent deployment methods, so that the deployment can be automatically generated, and meanwhile, the deployment can be further adjusted according to requirements, the software development efficiency is further improved, and the accuracy is ensured. And the generating module is used for packaging the selected subcodes, generating an installation package and sending the installation package to the local environment.
The digital control platform 1 further comprises an intelligent recommending module, and the intelligent recommending module is used for matching and recommending the sub-codes associated with the selected sub-codes.
The digital control platform 1 further comprises a testing module, and the testing module is used for testing newly added sub-codes and/or testing the continuity of a plurality of deployed sub-codes, so that the packaged installation package can be directly used. And the code can be continuously developed and adjusted in the packaged installation package and tested for use.
The digital control platform 1 further comprises a log module, wherein the log module is used for recording the adding information of the subcodes and the selection and deployment information of each subcode, so that the management of the control platform is facilitated.
Although the present invention has been described with reference to the preferred embodiments, it is not intended to limit the scope of the invention. It will be appreciated by those skilled in the art that changes may be made without departing from the scope of the invention, and it is intended that all matter contained in the above description or shown in the accompanying drawings shall be interpreted as illustrative and not in a limiting sense.
Claims (10)
1. A code deployment method for flexible digital control is characterized by comprising the following steps:
s1, generating sub-codes for a plurality of service sub-functions respectively and storing the sub-codes to a server, and establishing a digital control platform comprising a plurality of sub-codes, wherein the sub-codes comprise one or more configuration interfaces;
s2, selecting corresponding service subcodes according to service requirements on the digital control platform, and configuring corresponding service constraints and data constraints on the configuration interface;
and S3, packaging the configured plurality of subcodes, and generating an installation package for deployment or upgrading.
2. The code deployment method of flexible digital control according to claim 1, wherein the server comprises: any one of a physical server or a virtual server of an individual user, a physical server or a virtual server of an enterprise user, a physical server or a virtual server provided by a cloud service provider for a user, and a physical server cluster or a virtual server cluster provided by a cloud service provider for a user.
3. The code deployment method of flexible digital control according to claim 1, wherein the deployment method of the selected subcode in step S3 includes one or more of drag-type deployment, guided deployment, AI-intelligent automatic deployment methods.
4. The flexible digitally controlled code deployment method of claim 1, wherein in said step S1, each of said subcodes includes corresponding identification information, and said subcodes are stored in a sorted manner based on said identification information, said sorted storage including a first level directory and a second level directory.
5. The flexible digitally controlled code deployment method of claim 1, wherein said configuration interface comprises:
setting comments for display for the data table, the data field and the data key according to business requirements;
setting a main key, a unique constraint, a null constraint and a main foreign key constraint for a data table, a data field and a data key according to business needs;
setting a main external key corresponding relation for a data table, a data field and a data key according to service requirements;
and setting or adjusting data type storage constraints for the data table, the data field and the data key according to the service requirements.
6. The code deployment method of flexible digital control according to claim 1, wherein said step S2 is preceded by further comprising: step S20, configuring or reading type configuration information;
the type configuration information includes:
relational or key-value database addresses, user permissions of databases;
the user right of Web access to the directory;
FTP user authority of Web access directory;
a service access configuration provided by a third party service provider.
7. A digital control platform, comprising:
the subcode module comprises a plurality of subcodes which can be directly called and is used for selecting the subcodes of the corresponding functions according to the service requirements;
the newly-built module is used for newly building a subcode of a new function which is not contained in the digital control platform;
the deployment module is used for arranging and deploying the selected subcodes;
and the generating module is used for packaging the selected subcodes, generating an installation package and sending the installation package to the local environment.
8. The digital control platform of claim 7, further comprising an intelligent recommendation module to match and recommend sub-codes associated with selected sub-codes.
9. The digital control platform according to claim 7, further comprising a testing module for testing newly added sub-code and/or for testing continuity of a plurality of sub-codes completed in deployment.
10. The digital control platform of claim 7, further comprising a logging module to record subcode add-in information, selection of each subcode, and deployment information.
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