Enterprise application configuration system based on digital basic platform

Abstract

The invention relates to the technical field of enterprise application configuration management, and discloses an enterprise application configuration system based on a digital basic platform, and the system comprises a configuration center module which is responsible for the centralized storage and management of the configuration information of all applications, and supports the multi-environment configuration, version control, and real-time pushing and updating; executing the steps through the configuration center module, identifying an application configuration requirement, selecting and deploying a configuration center service, and loading a standard configuration file; and the workflow engine module is used for realizing configuration change approval and execution process automation and designing complex workflows including configuration change application, auditing, preview and deployment. According to the method, the intelligent workflow engine is used for automatically executing the processes of application, approval, preview, deployment and the like of configuration change, so that on the premise of reducing manual intervention, the accuracy of configuration information and the effectiveness of version control can be kept, and the influence of the configuration change on the application performance can be monitored in real time.

Description

Technical Field

[0001] The present invention relates to the field of enterprise application configuration management, and more specifically, to an enterprise application configuration system based on a digital basic platform. Background Art

[0002] As enterprises’ digital transformation deepens, application architecture tends to be microservice-oriented. Each service may have its own unique configuration requirements, resulting in a surge in the number of configuration items.

[0003] These configurations include not only basic service settings, but also dependency management, security credentials, environment variables, etc., which makes configuration management extremely complex. The configurations at each stage are different, increasing the frequency and complexity of configuration changes.

[0004] The challenges faced by enterprise application configuration management include high configuration complexity, frequent changes, and difficulty in ensuring consistency. Summary of the invention

[0005] The present invention provides an enterprise application configuration system based on a digital basic platform to solve the challenges faced by enterprise application configuration management in related technologies, including technical problems such as high configuration complexity, frequent changes, and consistency.

[0006] The present invention provides an enterprise application configuration system based on a digital basic platform, comprising:

[0007] Configuration center module: responsible for centralized storage and management of configuration information of all applications, supporting multi-environment configuration, version control, and real-time push updates;

[0008] Execute step S100 through the configuration center module to identify application configuration requirements, select and deploy configuration center services, and load standard configuration files;

[0009] Workflow engine module: automates the approval and execution process of configuration changes and designs complex workflows, including application, review, preview, and deployment of configuration changes;

[0010] Execute step S200 through the workflow engine module, design the change approval process in the workflow engine, and assign access control permissions according to roles;

[0011] Permission and access control module: authorized users or services can access and modify configuration information;

[0012] Execute step S300 through the permission and access control module to customize the application configuration template, configure environment-specific variables, and support multi-environment deployment requirements;

[0013] Monitoring and alarm module: real-time monitoring of configuration status and application operation status, timely detection and warning of potential problems;

[0014] Execute step S400 through the monitoring and alarm module to modify the application integration configuration center and integrate the automated testing unit into the change process;

[0015] Self-service portal module: configuration query, modification, approval and deployment are realized through the operation interface.

[0016] Step S500 is executed through the self-service portal module to enable the change request process and configure the monitoring system to monitor the configuration status and application performance.

[0017] Further, the steps to identify application configuration requirements, select and deploy configuration center services, and load standard configuration files are as follows:

[0018] S110, collects configuration requirements for different applications, including database connections, API keys, and log levels;

[0019] S120, based on the demand analysis results, evaluate the configuration center solutions on the market;

[0020] S130, prepare infrastructure resources, including servers, network configuration, and security policies;

[0021] S140, design configuration file template, in YAML or JSON format.

[0022] Furthermore, the design change approval process is implemented in the workflow engine, and the steps for assigning access control permissions based on roles are as follows:

[0023] S210, analyzing the business process of configuration changes and identifying key steps;

[0024] In the workflow engine module, use the graphical interface to drag elements to create a flowchart and define the participants, task types, and conditional branches of each step;

[0025] Configure workflow logic;

[0026] S220, determine the various roles involved in configuration management and clarify the scope of responsibilities of each role;

[0027] S230, define access control policies based on roles to achieve fine-grained control;

[0028] S240, integrate the designed workflow with the configuration center module, so that the change request triggers the workflow and automatically updates the configuration after completion;

[0029] Test the permission configuration to verify whether the permissions of different roles in actual operations are correct and whether the process can be executed as expected.

[0030] Further, the steps to customize the application configuration template, configure environment-specific variables, and support multi-environment deployment requirements are as follows:

[0031] S310, construct a configuration template set T, and customize a template t for each type of application or service i , so that the template contains necessary configuration items and variable placeholders;

[0032] S320, establish a variable set V, for each variable v j define its role and expected environmental suitability;

[0033] S330, clarify the environment set E, for each environment e m , design mapping function M;

[0034] S340, for template t k Any variable v in l , through the mapping function M(t k , v l , e m ) Determine its environment m Specific value in ;

[0035] S350, apply the configuration template to each environment, and use the interface or tool of the configuration center to associate the template with the environment variables to ensure that each application instance can load the correct configuration according to the environment;

[0036] Perform deployment and testing to verify the correctness of variable mapping and ensure that applications in each environment can start and run based on the correct configuration.

[0037] Furthermore, the steps to modify the application integration configuration center and integrate the automated testing unit into the change process are as follows:

[0038] S410, modify the application code to support dynamic acquisition of configuration from the configuration center;

[0039] S420, configuring each application instance to ensure communication with the configuration center, including specifying a configuration file path and an environment identifier;

[0040] Set up a monitoring mechanism so that the application can automatically reload the configuration when the configuration is updated, without restarting;

[0041] S430, design automated test suites to cover all critical business scenarios and edge cases that may be affected by configuration changes;

[0042] Integrate the testing framework with the continuous integration / continuous deployment process so that each configuration change automatically triggers testing;

[0043] S440, inserting an automated testing phase into the configuration change workflow;

[0044] Define test pass conditions, such as test coverage, performance indicators, and error rate thresholds, as preconditions for configuration change approval;

[0045] S450, configure monitoring tools to monitor the execution status and results of automated tests;

[0046] Implement feedback loops to automatically roll back configuration changes when tests fail or pause the deployment process until the issue is resolved.

[0047] Furthermore, the steps to enable the change request process and configure the monitoring system to monitor the configuration status and application performance are as follows:

[0048] S510, the user submits a configuration change request through a self-service portal or API of the configuration management system, including the change content, affected applications, and expected environment;

[0049] S520: The submitted change request automatically enters the preset workflow and triggers the corresponding approval process based on the importance and impact of the change.

[0050] S530, the approved change request is automatically deployed to the target environment, and the application configuration center pushes the new configuration information to the application instance;

[0051] S540, the status and configuration version of the configuration center are continuously tracked by the monitoring system, so that all configuration changes are accurately recorded and reported;

[0052] Monitoring system setting thresholds and rules, such as configuration update frequency and success rate;

[0053] S550, integrated application performance monitoring tools, monitors application performance indicators after configuration changes, such as response time, throughput, and error rate;

[0054] S560, when the monitoring system detects configuration errors, performance degradation or other abnormal conditions, it automatically triggers the alarm mechanism to notify relevant personnel to intervene and handle the situation.

[0055] Further, in step S520, if the change impact level is high L=High, it must go through multiple levels of approval;

[0056] Otherwise, a simplified approval process is carried out;

[0057] The expression is as follows:

[0058]

[0059] Among them, Multi-levelApproval refers to multi-level approval, and SimplifiedApproval refers to a simplified approval process.

[0060] Further, in step S530, after deployment, the automated test unit is activated to verify the effect of the change so that the application runs normally, as shown in:

[0061] V(C new )=Test Suite(C old →C new );

[0062] Among them, C new and C old Represent the new and old configuration states respectively, and Test Suite is the executed test suite.

[0063] Furthermore, in step S550, the expression of the performance monitoring logic is as follows:

[0064] P t =f(C t , A t );

[0065] Among them, P t is the application performance index at time t, C t is the configuration state applied at that moment, A t For application activities or load conditions, the function f represents the relationship model between configuration and performance.

[0066] A storage medium stores non-transitory computer-readable instructions for executing one or more modules in the aforementioned enterprise application configuration system based on a digital basic platform.

[0067] The beneficial effects of the present invention are:

[0068] The present invention can accurately identify and respond to the diverse configuration requirements of different business departments, and automatically execute the application, approval, preview, deployment and other processes of configuration changes through an intelligent workflow engine, ensuring that the accuracy of configuration information and the effectiveness of version control are maintained while reducing manual intervention, and the impact of configuration changes on application performance can be monitored in real time, and alarms and rollback mechanisms can be automatically triggered when configuration errors or performance degradation occur, thereby optimizing the internal application configuration management process of the enterprise, significantly improving IT operation and maintenance efficiency and shortening business response time, and elaborating on the interaction logic and data flow between the modules of the system, as well as how to ensure the stability and security of the system under large-scale deployment. BRIEF DESCRIPTION OF THE DRAWINGS

[0069] Figure 1 is a flow chart of the enterprise application configuration method based on the digital basic platform of the present invention;

[0070] Figure 2It is a structural block diagram of the enterprise application configuration system based on the digital basic platform of the present invention.

[0071] In the figure: 101, configuration center module; 102, workflow engine module; 103, permission and access control module; 104, monitoring and alarm module; 105, self-service portal module. DETAILED DESCRIPTION

[0072] The subject matter described herein will now be discussed with reference to example embodiments. It should be understood that the discussion of these embodiments is only to enable those skilled in the art to better understand and implement the subject matter described herein, and the functions and arrangements of the elements discussed may be changed without departing from the scope of protection of the contents of this specification. Each example may omit, replace or add various processes or components as needed. In addition, the features described relative to some examples may also be combined in other examples.

[0073] See also Figure 1 and Figure 2 As shown, an enterprise application configuration system based on a digital basic platform includes:

[0074] Configuration center module: responsible for centralized storage and management of configuration information of all applications, supporting multi-environment configuration, version control, and real-time push updates to ensure configuration consistency and traceability.

[0075] In one embodiment of the present invention, it is highly customizable: it allows users to customize configuration templates and formats according to different application requirements, supports multiple data formats such as JSON and YAML, as well as functions such as variable replacement and environment variable injection.

[0076] Automated management: Integrate automated testing and verification processes to ensure application compatibility and stability before and after configuration changes.

[0077] Workflow engine module: Automates the approval and execution process of configuration changes. Users can design complex workflows, including application, review, preview, deployment, and other steps for configuration changes.

[0078] In one embodiment of the present invention, customizable workflows: support the creation and editing of workflows by dragging and dropping in a graphical interface, and customize each step according to the approval rules and processes within the enterprise;

[0079] Automated execution: Once a configuration change request is approved, the configuration is automatically updated to the target application or environment, reducing manual intervention and speeding up deployment.

[0080] Permission and access control module: ensures that only authorized users or services can access and modify configuration information.

[0081] In one embodiment of the present invention, fine-grained permission management: supports role assignment and permission classification to ensure that each user or service account can only access configurations within its scope of responsibility;

[0082] Automated auditing: Records the history and audit logs of all configuration changes to facilitate tracking and tracing back problems.

[0083] Monitoring and alarm module: monitors configuration status and application operation status in real time, and promptly detects and warns of potential problems.

[0084] In one embodiment of the present invention, a custom monitoring strategy is provided: the user can set monitoring indicators and thresholds as needed, such as configuration update failure, configuration inconsistency, etc.;

[0085] Automated alerts: Automatically send alert notifications via email, SMS, or integrated enterprise IM tools for quick response.

[0086] Self-service portal module: provides developers and operation and maintenance teams with an intuitive operation interface to implement configuration query, modification, approval and deployment operations.

[0087] In one embodiment of the present invention, it is highly interactive: the interface is friendly, supports searching, filtering, and comparing different versions of configurations, and improves work efficiency;

[0088] Automated documentation: Automatically generate configuration documents and change logs to help team members quickly understand configuration details and change history.

[0089] See also Figure 2 As shown, a method for configuring enterprise applications based on a digital basic platform includes the following steps:

[0090] S100, Demand Analysis and Configuration Center Module Construction: Identify application configuration requirements, select and deploy configuration center services, and load standard configuration files;

[0091] The construction of the demand analysis and configuration center module includes the following steps:

[0092] S110, hold meetings with the business team and development team to collect configuration requirements for different applications, including but not limited to database connections, API keys, log levels, etc.;

[0093] Categorize requirements, identify commonalities and differences, and develop a list of configuration items and their default value ranges;

[0094] S120, based on the results of the demand analysis (such as security, scalability, and ease of use requirements), evaluate the configuration center solutions on the market, such as Spring Cloud Config, HashiCorp Consul, etcd, etc.

[0095] Choose the most suitable configuration center service, considering factors such as community activity, technical support, and integration difficulty;

[0096] S130, prepare infrastructure resources, such as servers, network configuration, security policies, etc.;

[0097] Use containerization technologies such as Docker or Kubernetes to deploy configuration center services to ensure high availability and scalability;

[0098] Configure the service's backup and recovery strategies, logging, monitoring and alarm, and other operation and maintenance requirements.

[0099] S140, design configuration file templates in YAML or JSON format to ensure clear and readable configuration items;

[0100] Convert the sorted configuration item list into a standard configuration file and prepare corresponding configuration templates for different environments (development, testing, and production);

[0101] Use the API or CLI tools to load these standard configuration files into the configuration center and set up initial version control.

[0102] In one embodiment of the present invention, a mathematical model is used to represent the organizational structure and version control logic of the configuration items:

[0103] C={c1,c2,...,c n} represents a set of configuration items, where each ci represents a specific configuration item;

[0104] E = {e1, e2, ...} represents an environment set, such as dev, test, prod;

[0105] V j Where c represents the configuration item j The version sequence, V j = {v j1 , v j2 , ...}, where v jk is the kth version;

[0106] M ij Indicates that in the environment i Next, configure item c j The version used, namely M ij ∈V j ;

[0107] Then one of the tasks of the configuration center can be formalized as: for each environment e i , find a set of configuration item versions M i1 ,M i2 ,...,Min , so that the configuration requirements of all applications in this environment are met while maintaining configuration consistency and traceability.

[0108] S200, process design and permission configuration: design the change approval process in the workflow engine and assign access control permissions based on roles;

[0109] In one embodiment of the present invention,

[0110] S210, Workflow Design: Analyze the business process of configuration changes and identify key steps, such as change application, technical review, test verification, approval, deployment, etc.

[0111] In the workflow engine module (such as Camunda, Activiti, or Jira), use the graphical interface to drag elements to create a flowchart, define the participants, task types, conditional branches, etc. of each step;

[0112] Configure workflow logic to ensure a smooth process, such as setting conditions that must be met at approval nodes and automatically routing rules to the next stage;

[0113] S220, role definition: determine the various roles involved in configuration management, such as configuration administrators, developers, test engineers, operation and maintenance personnel, approvers, etc.;

[0114] Clarify the scope of responsibilities of each role, for example, the configuration administrator is responsible for maintaining the configuration template, and the developer has the right to request configuration changes, etc.

[0115] S230, authority allocation: in the authority management system, define access control policies according to roles;

[0116] Assign specific permissions to each role, including the ability to view, edit, and approve specific configuration items or processes;

[0117] Implement fine-grained control, such as limiting certain roles to view or modify configurations only in specific environments;

[0118] S240, Integration and Testing: Integrate the designed workflow with the configuration center to ensure that change requests can trigger the workflow and automatically update the configuration after completion;

[0119] Test the permission configuration to verify whether the permissions of different roles in actual operations are correct and whether the process can be executed as expected.

[0120] The permission allocation problem in configuration management can be abstractly represented by the Access Control Matrix (ACM). Although actual operation depends more on system configuration, the theoretical model helps to understand the permission structure.

[0121] It is necessary to add that:

[0122] U={u1,u2,...,u m} represents a user set, where each u i Represents a user or role;

[0123] O = {o1, o2, ..., o n} represents a collection of operation objects, which can be configuration items, workflow steps, etc.

[0124] A = {read, write, approve, ...} represents an operation set, including permissions such as viewing, writing, and approving;

[0125] The access control matrix ACM is a three-dimensional array of m×n×|A|, where ACM[i][j][k]=true means that user u i For the operation object o j , with the permission to operate a k , otherwise false.

[0126] For example, if the configuration administrator (assuming u1) has read and write permissions for all configuration items (O), then in ACM, for all o j and ACM[1][j][read] should both be true.

[0127] This model concisely shows the relationship between users and resource operation permissions, and is the theoretical basis for permission configuration in configuration management systems.

[0128] S300, template creation and variable setting: customize application configuration templates, configure environment-specific variables, and support multi-environment deployment requirements;

[0129] In one embodiment of the present invention, the steps of template creation and variable setting are as follows:

[0130] S310, template requirement identification and design: build a configuration template set T, and customize template t for each type of application or service i , make sure the template contains necessary configuration items and variable placeholders, such as database URL, API key, etc.;

[0131] S320, variable set construction and environment association: establish variable set V, for each variable v j define its role and expected environmental suitability;

[0132] S330, environment definition and mapping rule establishment: clarify the environment set E, for each environment e m(such as development environment dev, test environment test, production environment prod), design mapping function M;

[0133] S340, variable value mapping implementation: implement mapping logic, that is, for template t k Any variable v in l , through the mapping function M(t k , v l , e m ) Determine its environment m Specific value in ;

[0134] S350, template application and verification: Apply the configuration template to each environment, and use the interface or tools of the configuration center to associate the template with the environment variables to ensure that each application instance can load the correct configuration according to the environment;

[0135] Perform deployment and testing to verify the correctness of variable mapping and ensure that applications in each environment can start and run based on the correct configuration.

[0136] S400, system integration and automated testing: modify the application integration configuration center and integrate the automated testing unit into the change process;

[0137] S410, application code transformation: modify the application code to enable it to support dynamic acquisition of configuration from the configuration center;

[0138] Usually involves introducing a configuration center client library, such as Spring Cloud Config Client, or directly using HTTP / REST API to communicate with the configuration center;

[0139] Add the address and authentication information of the configuration center to the application startup logic, as well as the code for loading the corresponding configuration according to the environment variables.

[0140] S420, configuration center client configuration: configure each application instance to ensure that they know how to communicate with the configuration center, including specifying the configuration file path, environment identifier, etc.;

[0141] Set up a monitoring mechanism so that the application can automatically reload the configuration when the configuration is updated, without restarting.

[0142] S430, Automated Test Integration: Design automated test suites to cover all key business scenarios and edge cases that may be affected by configuration changes;

[0143] Integrate test frameworks (such as JUnit, TestNG, PyTest, etc.) with continuous integration / continuous deployment (CI / CD) processes to ensure that each configuration change automatically triggers testing.

[0144] S440, Workflow Engine Integration: Insert an automated testing phase into the configuration change workflow, that is, before the configuration is updated to the pre-production or production environment, it must be verified by automated testing;

[0145] Define the conditions for test passing, such as test coverage, performance indicators, error rate thresholds, etc., as prerequisites for configuration change approval.

[0146] S450, Establish monitoring and feedback mechanism: Configure monitoring tools to monitor the execution status and results of automated tests to ensure that relevant personnel are notified immediately when tests fail;

[0147] Implement feedback loops to automatically roll back configuration changes when tests fail or pause the deployment process until the issue is resolved.

[0148] S500, configuration change implementation and monitoring deployment: enable the change request process and configure the monitoring system to monitor the configuration status and application performance;

[0149] In one embodiment of the present invention, configuration change implementation and monitoring deployment includes the following steps:

[0150] S510, change request initiation: A user (usually a member of the development or operation and maintenance team) submits a configuration change request through the self-service portal or API of the configuration management system, including information such as the change content, affected applications, and expected environment;

[0151] S520, workflow-driven approval: the submitted change request automatically enters the preset workflow and triggers the corresponding approval process according to the importance and impact scope of the change;

[0152] Mathematically expressed as follows: If the change impact level is high (L = High), it must go through multi-level approval (A = Multi-level Approval);

[0153] Otherwise, a simplified approval process (A=SimplifiedApproval) is carried out.

[0154] Right now:

[0155]

[0156] S530, automated deployment and verification: approved change requests are automatically deployed to the target environment, and the application configuration center pushes new configuration information to the application instance;

[0157] After deployment, the automated test unit is activated to verify the effect of the change and ensure the normal operation of the application, which can be expressed as:

[0158] V(C new )=Test Suite(Cold →C new )

[0159] Among them, C new and C old They represent the new and old configuration states respectively. Test Suite is the executed test suite to verify the correctness of the configuration changes and the stability of the application.

[0160] S540, Configuration Status Monitoring: The status and configuration version of the configuration center are continuously tracked by the monitoring system to ensure that all configuration changes can be accurately recorded and reported;

[0161] The monitoring system sets thresholds and rules, such as configuration update frequency, success rate, etc., to measure the health of configuration management.

[0162] S550, Application Performance Monitoring: Integrates application performance monitoring (APM) tools to monitor application performance indicators after configuration changes, such as response time, throughput, error rate, etc.

[0163] The performance monitoring logic is expressed through mathematical expressions:

[0164] P t =f(C t , A t )

[0165] Among them, P t is the application performance index at time t, C t is the configuration state applied at that moment, A t For application activities or load conditions, the function f represents the relationship model between configuration and performance, which is used to analyze the impact of configuration changes on performance.

[0166] S560, abnormal response and alarm: When the monitoring system detects configuration errors, performance degradation or other abnormal conditions, it automatically triggers the alarm mechanism to notify relevant personnel to intervene and handle the situation.

[0167] At least one embodiment of the present disclosure provides a storage medium storing non-temporary computer-readable instructions for executing one or more steps in the aforementioned AI image super-resolution detail enhancement method based on film and television production.

[0168] The computer program may be stored / distributed on suitable media, such as optical storage media or solid-state media supplied together with or as part of other hardware, but may also be distributed in other forms, such as via the Internet or other wired or wireless telecommunication systems.

[0169] The above describes an embodiment of the present embodiment, but the present embodiment is not limited to the above-mentioned specific implementation methods. The above-mentioned specific implementation methods are merely illustrative and not restrictive. Under the guidance of the present embodiment, ordinary technicians in this field can also make many forms, all of which are within the protection of the present embodiment.

Claims

1. An enterprise application configuration system based on a digital basic platform, characterized in that: include: Configuration center module (101): responsible for centrally storing and managing the configuration information of all applications, supporting multi-environment configuration, version control, and real-time push updates; Execute step S100 through the configuration center module (101), identify application configuration requirements, select and deploy configuration center services, and load standard configuration files; Workflow engine module (102): automates the approval and execution process of configuration changes and designs complex workflows, including application, review, preview, and deployment of configuration changes; Execute step S200 through the workflow engine module (102), design the change approval process in the workflow engine, and assign access control permissions according to roles; Permission and access control module (103): authorized users or services can access and modify configuration information; Execute step S300 through the permission and access control module (103), customize the application configuration template, configure environment-specific variables, and support multi-environment deployment requirements; Monitoring and alarm module (104): real-time monitoring of configuration status and application operation status, timely detection and warning of potential problems; Execute step S400 through the monitoring and alarm module (104), modify the application integration configuration center, and integrate the automated testing unit into the change process; Self-service portal module (105): configuration query, modification, approval and deployment are realized through the operation interface; Step S500 is executed through the self-service portal module (105), the change request process is enabled, and the configuration monitoring system monitors the configuration status and application performance.

2. According to the enterprise application configuration system based on the digital basic platform of claim 1, it is characterized in that: To identify application configuration requirements, select and deploy the configuration center service, and load the standard configuration file, follow these steps: S110, collects configuration requirements for different applications, including database connections, API keys, and log levels; S120, based on the demand analysis results, evaluate the configuration center solutions on the market; S130, prepare infrastructure resources, including servers, network configuration, and security policies; S140, design configuration file template, in YAML or JSON format.

3. The enterprise application configuration system based on a digital basic platform according to claim 2, characterized in that: Design the change approval process in the workflow engine and assign access control permissions based on roles as follows: S210, analyzing the business process of configuration changes and identifying key steps; In the workflow engine module, use the graphical interface to drag elements to create a flowchart and define the participants, task types, and conditional branches of each step; Configure workflow logic; S220, determine the various roles involved in configuration management and clarify the scope of responsibilities of each role; S230, define access control policies based on roles to achieve fine-grained control; S240, integrate the designed workflow with the configuration center module, so that the change request triggers the workflow and automatically updates the configuration after completion; Test the permission configuration to verify whether the permissions of different roles in actual operations are correct and whether the process can be executed as expected.

4. The enterprise application configuration system based on a digital basic platform according to claim 3, characterized in that: To customize the application configuration template and configure environment-specific variables to support multi-environment deployment requirements, follow these steps: S310, construct a configuration template set T, and customize a template t for each type of application or service i , so that the template contains necessary configuration items and variable placeholders; S320, establish a variable set V, for each variable v j define its role and expected environmental suitability; S330, clarify the environment set E, for each environment e m , design mapping function M; S340, for template t k Any variable v in l , through the mapping function M(t k ,v l ,e m ) Determine its environment m Specific value in ; S350, apply the configuration template to each environment, and use the interface or tool of the configuration center to associate the template with the environment variables to ensure that each application instance can load the correct configuration according to the environment; Perform deployment and testing to verify the correctness of variable mapping and ensure that applications in each environment can start and run based on the correct configuration.

5. The enterprise application configuration system based on a digital basic platform according to claim 4, characterized in that: To modify the application integration configuration center and integrate the automated testing unit into the change process, follow these steps: S410, modify the application code to support dynamic acquisition of configuration from the configuration center; S420, configuring each application instance to ensure communication with the configuration center, including specifying a configuration file path and an environment identifier; Set up a monitoring mechanism so that the application can automatically reload the configuration when the configuration is updated, without restarting; S430, design automated test suites to cover all critical business scenarios and edge cases that may be affected by configuration changes; Integrate the testing framework with the continuous integration / continuous deployment process so that each configuration change automatically triggers testing; S440, inserting an automated testing phase into the configuration change workflow; Define test pass conditions, such as test coverage, performance indicators, and error rate thresholds, as preconditions for configuration change approval; S450, configure monitoring tools to monitor the execution status and results of automated tests; Implement feedback loops to automatically roll back configuration changes when tests fail or pause the deployment process until the issue is resolved.

6. The enterprise application configuration system based on a digital basic platform according to claim 5, characterized in that: To enable the change request process and configure the monitoring system to monitor configuration status and application performance, follow these steps: S510, the user submits a configuration change request through a self-service portal or API of the configuration management system, including the change content, affected applications, and expected environment; S520: The submitted change request automatically enters the preset workflow and triggers the corresponding approval process based on the importance and impact of the change. S530, the approved change request is automatically deployed to the target environment, and the application configuration center pushes the new configuration information to the application instance; S540, the status and configuration version of the configuration center are continuously tracked by the monitoring system, so that all configuration changes are accurately recorded and reported; Monitoring system setting thresholds and rules, such as configuration update frequency and success rate; S550, integrated application performance monitoring tools, monitors application performance indicators after configuration changes, such as response time, throughput, and error rate; S560, when the monitoring system detects configuration errors, performance degradation or other abnormal conditions, it automatically triggers the alarm mechanism to notify relevant personnel to intervene and handle the situation.

7. The enterprise application configuration system based on a digital basic platform according to claim 6, characterized in that: In step S520, if the change impact level is high L=High, it must go through multiple levels of approval; Otherwise, a simplified approval process is carried out; The expression is as follows: Among them, Multi-levelApproval refers to multi-level approval, and SimplifiedApproval refers to a simplified approval process.

8. The enterprise application configuration system based on a digital basic platform according to claim 7, characterized in that: In step S530, after deployment, the automated test unit is activated to verify the effect of the change and make the application run normally, as shown in: V(C new )=TestSuite(C old →C new ); Among them, C new and C old Represent the new and old configuration states respectively, and Test Suite is the executed test suite.

9. The enterprise application configuration system based on a digital basic platform according to claim 8, characterized in that: In step S550, the expression of the performance monitoring logic is as follows: P t =f(C t ,A t ); Among them, P t is the application performance index at time t, C t is the configuration state applied at that moment, A t For application activities or load conditions, the function f represents the relationship model between configuration and performance.

10. A storage medium, characterized in that: Non-transitory computer-readable instructions are stored therein for executing one or more modules in the aforementioned enterprise application configuration system based on the digital basic platform.

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