Software process and function dynamic implementation method

Abstract

The invention belongs to the technical field of software development, and particularly relates to a software process and function dynamic implementation method which comprises the following steps: S1, defining a process model: defining the process model of software; determining each node and edge in the process; assigning a function or operation that may be executed for each node; s2, realizing a process engine: developing the process engine which can analyze the process configuration information and control the execution of the process; the process engine can dynamically load and execute function modules associated with the process nodes; s3, functional module development: developing corresponding functional modules or components according to nodes in the process model; according to the method and the system, the running condition of software can be monitored, and performance data and user feedback can be collected; and optimizing the process model, the function module and the configuration information according to the monitoring result and the user demand.

Description

Technical Field

[0001] The present invention relates to the technical field of software development, and particularly relates to a method for dynamically implementing software processes and functions. Background Art

[0002] The method for dynamically implementing software processes and functions is a method that dynamically determines the running state of software processes and the functions to be implemented by the software in each state through configuration information. This method enables the software to flexibly adapt to the adjustment of the software running process or the change of the software implementation function brought about by system business changes, so as to quickly meet the new requirements brought about by system business changes and development.

[0003] In the prior art, it is not convenient to monitor the running situation of the software and optimize the software. Therefore, we propose a method for dynamically implementing software processes and functions to solve the above problems. Summary of the Invention

[0004] The purpose of the present invention is to propose a method for dynamically implementing software processes and functions to solve the disadvantages of inconvenient monitoring of the running situation of the software and inconvenient optimization of the software.

[0005] In order to achieve the above purpose, the present invention adopts the following technical solutions:

[0006] A method for dynamically implementing software processes and functions includes the following steps:

[0007] S1. Define the process model: Define the process model of the software; determine each node and edge in the process; specify the possible functions or operations to be executed for each node;

[0008] S2. Implement the process engine: Develop a process engine that can parse the process configuration information and control the execution of the process; the process engine can dynamically load and execute the function modules associated with the process nodes;

[0009] S3. Develop function modules: Develop corresponding function modules or components according to the nodes in the process model; ensure that each function module conforms to a unified interface standard so that the process engine can call them;

[0010] S4. Configure the process: Use the defined configuration information format to configure the process of the software; specify the start node of the process, the conversion conditions between nodes, and the function modules to be executed for each node in the configuration;

[0011] S5. Integrate and test: Integrate the process engine, function modules, and configuration information together; conduct comprehensive tests to ensure that the software can correctly execute the process and call the corresponding function modules according to the configuration information;

[0012] S6, Deployment and Operation: Deploy the software to the target environment; Dynamically adjust the process configuration information as needed to change the behavior of the software;

[0013] S7, Monitoring and Optimization: Monitor the running status of the software, collect performance data and user feedback; Optimize the process model, functional modules and configuration information according to the monitoring results and user requirements.

[0014] Preferably, in the above S6, the dynamic adjustment of the process configuration information is specifically as follows: When defining the process configuration information, use the extensible markup language structured format, develop a configuration management interface that allows users or system administrators to dynamically modify the process configuration information through this interface. This interface can be a Web interface, a command-line tool or an API. When the configuration information is modified, the process engine needs to be able to update its internal configuration information in real time, reload the new configuration, implement version control for the process configuration information so as to be able to track and roll back to the previous configuration version, quickly restore to a stable state when problems occur, perform permission management on the operations of modifying the process configuration information to ensure that only authorized users or system administrators can execute these operations, prevent unauthorized changes from causing system instability or data leakage, record each operation of modifying the process configuration information, including the modification time, modifier, configuration information before and after modification, etc., conduct fault troubleshooting and auditing when problems occur, and execute automated tests after modifying the process configuration information to verify whether the new configuration is correct, ensuring the stability and reliability of the system.

[0015] Preferably, in the above S7, monitoring the running status of the software and collecting performance data include data acquisition, data processing, data transmission, data storage and management, and data display and control.

[0016] Preferably, the data acquisition is specifically: Through network protocol analysis and image sensor capture, real-time capture the activity data of the monitored object, and the data includes employees' Internet behavior, application usage, file operation records, and system performance parameters.

[0017] Preferably, the data processing is: The collected raw data needs to go through processing steps, including data cleaning, format conversion and algorithm analysis, to extract valuable information, identify abnormal behaviors or sensitive operations through algorithms, and provide a basis for subsequent alarm and report generation.

[0018] Preferably, the data transmission is specifically: The processed data needs to be transmitted to the monitoring center or cloud platform in real time or at regular intervals through network or data line transmission media. During the transmission process, encryption technology is used to ensure the security and privacy protection of the data.

[0019] Preferably, the data storage and management are specifically as follows: The monitoring software stores the received data on a server, cloud storage, or other storage media for subsequent playback, retrieval, and analysis, and effectively manages the data, including regular backups, data encryption, and permission control to ensure the security and integrity of the data.

[0020] Preferably, the data display and control are specifically as follows: Through the interface of the monitoring software, the running status and key indicators of the monitored object are viewed in real time, and flexible operations are performed through the input device, including adjusting monitoring parameters, switching monitoring screens, and triggering alarms.

[0021] Preferably, in the S7, the optimized process model includes two aspects: algorithm optimization and system integration optimization. Algorithm optimization improves the generalization ability and processing speed of the model through data augmentation, transfer learning, and model pruning means; System integration optimization can improve the overall performance of the system through hardware upgrades, storage optimization, and software architecture adjustment methods.

[0022] Preferably, the optimization function module includes two aspects: code optimization and resource optimization. Code optimization requires concise and efficient code, avoiding excessive use of loop nesting, and preferably using more efficient algorithms. At the same time, attention should be paid to memory management, releasing objects that are no longer in use in a timely manner to prevent memory leaks. Resource optimization involves the optimization of picture, audio, and video resources, including compressing pictures and selecting appropriate encoding formats to reduce resource occupancy and improve loading speed.

[0023] Compared with the prior art, the advantages of the present invention are as follows:

[0024] Integrate the process engine, function module, and configuration information together; conduct comprehensive testing to ensure that the software can correctly execute the process and call the corresponding function module according to the configuration information; deploy the software to the target environment; dynamically adjust the process configuration information as needed to change the behavior of the software; monitor the running status of the software, collect performance data and user feedback; optimize the process model, function module, and configuration information according to the monitoring results and user requirements;

[0025] The present invention can monitor the running status of the software, collect performance data and user feedback; optimize the process model, function module, and configuration information according to the monitoring results and user requirements. BRIEF DESCRIPTION OF THE DRAWINGS

[0026] Figure 1 It is a flowchart of a method for dynamically implementing software processes and functions proposed by the present invention. DETAILED DESCRIPTION OF THE EMBODIMENTS

[0027] Next, the technical solutions in this embodiment will be clearly and completely described in conjunction with the accompanying drawings in this embodiment. Obviously, the described embodiments are only a part of the embodiments of this embodiment, rather than all the embodiments.

[0028] Embodiment 1

[0029] Referring to Figure 1 , a method for dynamically implementing software processes and functions includes the following steps:

[0030] S1. Define the process model: Define the process model of the software; determine each node and edge in the process; specify the possible functions or operations that can be performed for each node;

[0031] S2. Implement the process engine: Develop a process engine that can parse process configuration information and control the execution of the process; the process engine can dynamically load and execute the function modules associated with the process nodes;

[0032] S3. Develop function modules: Develop corresponding function modules or components according to the nodes in the process model; ensure that each function module conforms to a unified interface standard so that the process engine can call them;

[0033] S4. Configure the process: Use the defined configuration information format to configure the process of the software; specify the start node of the process, the conversion conditions between nodes, and the function modules to be executed for each node in the configuration;

[0034] S5. Integrate and test: Integrate the process engine, function modules, and configuration information together; conduct comprehensive tests to ensure that the software can correctly execute the process and call the corresponding function modules according to the configuration information;

[0035] S6. Deploy and run: Deploy the software to the target environment; dynamically adjust the process configuration information as needed to change the behavior of the software;

[0036] S7. Monitor and optimize: Monitor the running status of the software, collect performance data and user feedback; optimize the process model, function modules, and configuration information according to the monitoring results and user requirements.

[0037] In this embodiment, in S6, the process configuration information is dynamically adjusted as follows: When defining the process configuration information, the extensible markup language structured format is used to develop a configuration management interface that allows users or system administrators to dynamically modify the process configuration information through this interface. This interface can be a web interface, a command-line tool, or an API. After the configuration information is modified, the process engine needs to be able to update its internal configuration information in real time, reload the new configuration, implement version control for the process configuration information so that it can track and roll back to the previous configuration version, quickly restore to a stable state when problems occur, perform permission management on the operations of modifying the process configuration information to ensure that only authorized users or system administrators can execute these operations, prevent unauthorized changes from causing system instability or data leakage, record each operation of modifying the process configuration information, including the modification time, modifier, and configuration information before and after the modification, etc., for troubleshooting and auditing when problems occur, and execute automated tests after modifying the process configuration information to verify whether the new configuration is correct, ensuring the stability and reliability of the system.

[0038] In this embodiment, in S7, monitor the running status of the software and collect performance data including data acquisition, data processing, data transmission, data storage and management, and data display and control.

[0039] In this embodiment, data acquisition is specifically as follows: Through network protocol analysis and image sensor capture, actively capture the activity data of the monitored object in real time. The data includes employees' Internet access behaviors, application usage, file operation records, and system performance parameters.

[0040] In this embodiment, data processing is as follows: The collected raw data needs to go through processing steps, including data cleaning, format conversion, and algorithm analysis, to extract valuable information, identify abnormal behaviors or sensitive operations through algorithms, and provide a basis for subsequent alarm and report generation.

[0041] In this embodiment, data transmission is specifically as follows: The processed data needs to be transmitted to the monitoring center or cloud platform in real time or at regular intervals through network or data cable transmission media. During the transmission process, encryption technology is used to ensure data security and privacy protection.

[0042] In this embodiment, data storage and management are specifically as follows: The monitoring software stores the received data on a server, cloud storage, or other storage media for subsequent playback, retrieval, and analysis, and effectively manages the data, including regular backup, data encryption, and permission control, to ensure data security and integrity.

[0043] In this embodiment, data display and control are specifically as follows: Through the interface of the monitoring software, the running status and key indicators of the monitored object are viewed in real time, and flexible operations are performed through the input device, including adjusting monitoring parameters, switching monitoring screens, and triggering alarms.

[0044] In this embodiment, in S7, the optimized process model includes two aspects: algorithm optimization and system integration optimization. Algorithm optimization improves the generalization ability and processing speed of the model through data augmentation, transfer learning, and model pruning means; system integration optimization can improve the overall performance of the system through hardware upgrade, storage optimization, and software architecture adjustment methods.

[0045] In this embodiment, the optimized function module includes two aspects: code optimization and resource optimization. Code optimization requires concise and efficient code, avoiding excessive use of loop nesting, and preferably using more efficient algorithms. At the same time, pay attention to memory management, release objects that are no longer used in a timely manner, and prevent memory leaks. Resource optimization involves the optimization of picture, audio, and video resources, including compressing pictures and selecting appropriate encoding formats to reduce resource occupancy and improve loading speed.

[0046] Embodiment 2

[0047] The difference from Embodiment 1 is as follows: A software process and function dynamic implementation method includes the following steps:

[0048] S1. Define the process model: Define the process model of the software; determine each node and edge in the process; specify the possible functions or operations for each node;

[0049] S2. Implement the process engine: Develop a process engine that can parse process configuration information and control the execution of the process; the process engine can dynamically load and execute function modules associated with process nodes;

[0050] S3. Develop function modules: Develop corresponding function modules or components according to the nodes in the process model; ensure that each function module conforms to a unified interface standard so that the process engine can call them;

[0051] S4. Configure the process: Use the defined configuration information format to configure the process of the software; specify the start node of the process, the conversion conditions between nodes, and the function modules to be executed by each node in the configuration;

[0052] S5. Integrate and test: Integrate the process engine, function modules, and configuration information together; conduct comprehensive testing to ensure that the software can correctly execute the process and call the corresponding function modules according to the configuration information;

[0053] S6. Deployment and operation: Deploy the software to the target environment; Dynamically adjust the process configuration information as needed to change the behavior of the software;

[0054] S7. Monitoring and optimization: Monitor the running status of the software, collect performance data and user feedback; Optimize the process model, functional modules and configuration information according to the monitoring results and user requirements;

[0055] The optimization of functional modules also includes user experience optimization and code structure optimization. User experience optimization aims to increase the attractiveness and retention rate of the software. This includes two aspects: interface design optimization and interaction design optimization. The interface design should be simple, beautiful and in line with user operation habits, keeping the interface layout clear and buttons and controls easy to click. Interaction design should focus on fluency and usability, avoiding cumbersome operation steps and complex interaction logics. By optimizing the user experience, the satisfaction and loyalty of users to the software functional modules can be improved. Code structure optimization is an important means to improve the maintainability and scalability of software functional modules. By modular design, the functions are split into independent modules or plugins, which is convenient for maintenance and extension. At the same time, reduce unnecessary header file inclusions and dependencies, use forward declarations and the Pimpl pattern to hide implementation details. In addition, common functions can be encapsulated into utility classes or libraries to improve code reusability.

[0056] As mentioned above, only the specific implementation manners of this embodiment are preferred, but the protection scope of this embodiment is not limited thereto. Any person skilled in the art within the technical scope disclosed by this embodiment, according to the technical solutions and inventive concepts of this embodiment, makes equivalent substitutions or changes, and all should be covered by the protection scope of this embodiment.

Claims

1. A method for dynamically implementing software processes and functions, characterized in that: The following steps are involved: S1. Define the process model: define the process model of the software; determine the nodes and edges in the process; Specify the functions or operations that each node may perform; S2. Implement the process engine: Develop a process engine that can parse process configuration information and control process execution; the process engine can dynamically load and execute functional modules associated with process nodes; S3. Develop functional modules: Develop corresponding functional modules or components according to the nodes in the process model; Ensure that each functional module complies with unified interface standards so that the process engine can call them; S4, Configuration process: the process of configuring the software using a defined configuration information format; In the configuration, specify the starting node of the process, the transition conditions between nodes, and the functional modules to be executed at each node; S5. Integration and testing: Integrate the process engine, functional modules and configuration information; conduct comprehensive testing to ensure that the software can correctly execute the process and call the corresponding functional modules according to the configuration information; S6, Deployment and Operation: Deploy the software to the target environment; Dynamically adjust process configuration information as needed to change the behavior of the software; S7. Monitoring and optimization: Monitor the operation of the software, collect performance data and user feedback; optimize the process model, functional modules and configuration information based on the monitoring results and user needs.

2. A method for dynamically implementing software processes and functions according to claim 1, characterized in that: In said S6, dynamically adjusting the process configuration information is specifically as follows: when defining the process configuration information, using an extensible markup language structured format, developing a configuration management interface, allowing a user or a system administrator to dynamically modify the process configuration information through the interface; This interface can be a web interface, command line tool or API. When the configuration information is modified, the process engine needs to be able to update its internal configuration information in real time and reload the new configuration. It needs to implement version control on the process configuration information so that it can track and roll back to the previous configuration version and quickly restore to a stable state when problems occur. It needs to manage permissions for operations that modify process configuration information to ensure that only authorized users or system administrators can perform these operations to prevent unauthorized changes from causing system instability or data leakage. It needs to record each operation that modifies the process configuration information, including the modification time, modifier, configuration information before and after the modification, etc. It needs to perform troubleshooting and auditing when problems occur. After modifying the process configuration information, it needs to perform automated testing to verify that the new configuration is correct to ensure the stability and reliability of the system.

3. A method for dynamically implementing software processes and functions according to claim 2, characterized in that: In the S7, the running status of the software is monitored and the performance data is collected, including data acquisition, data processing, data transmission, data storage and management, and data display and control.

4. A method for dynamically implementing software processes and functions according to claim 3, characterized in that: The data collection specifically includes: real-time capture of activity data of the monitored object through network protocol analysis and image sensor capture, the data including employees' online behavior, application usage, file operation records and system performance parameters.

5. A method for dynamically implementing software processes and functions according to claim 4, characterized in that: The data processing is as follows: the collected raw data needs to go through processing steps, including data cleaning, format conversion and algorithm analysis, in order to extract valuable information, identify abnormal behaviors or sensitive operations through algorithms, and provide a basis for subsequent alarm and report generation.

6. A method for dynamically implementing software processes and functions according to claim 5, characterized in that: The data transmission specifically includes: the processed data needs to be transmitted to the monitoring center or cloud platform in real time or periodically through the network or data line transmission medium. During the transmission process, encryption technology is used to ensure the security and privacy protection of the data.

7. A method for dynamically implementing software processes and functions according to claim 6, characterized in that: The data storage and management specifically include: the monitoring software stores the received data on a server, cloud storage or other storage media for subsequent playback, retrieval and analysis, and effectively manages the data, including regular backup, data encryption and permission control, to ensure the security and integrity of the data.

8. A method for dynamically implementing software processes and functions according to claim 7, characterized in that: The data display and control specifically include: viewing the operating status and key indicators of the monitored object in real time through the interface of the monitoring software, and performing flexible operations through input devices, including adjusting monitoring parameters, switching monitoring screens, and triggering alarms.

9. A method for dynamically implementing software processes and functions according to claim 1, characterized in that: In S7, the optimization process model includes two aspects: algorithm optimization and system integration optimization. Algorithm optimization improves the generalization ability and processing speed of the model through data enhancement, transfer learning, and model pruning; system integration optimization can improve the overall performance of the system through hardware upgrades, storage optimization, and software architecture adjustments.

10. A method for dynamically implementing software processes and functions according to claim 1, characterized in that: The optimization function module includes two aspects: code optimization and resource optimization. Code optimization requires concise and efficient code, avoids excessive use of loop nesting, and tries to use more efficient algorithms. At the same time, pay attention to memory management, release objects that are no longer used in time, and prevent memory leaks. Resource optimization involves the optimization processing of images, audio, and video resources, including compressing images and selecting appropriate encoding formats to reduce resource usage and increase loading speed.

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