25 results about "Development team" patented technology

The application discloses a component management method and system for multi-version development, a server and a storage medium. As a development team is continuously expanded, code is continuously updated, and the number of component versions of a project is increasing, the existing component management cost is too high. The application manages components without updating component versions through multiple index libraries, so that code running does not need to specify the version of a component, the problem that the component management cost is too high due to too many different versions of components in the prior art is solved, and the effect that single-version components are used to realize multi-version development is achieved.

This disclosure automates the sharing of components by development teams. A shared component build pipeline is incorporated seamlessly into the build pipeline of a first application. Shared components may be automatically updated when the first application is updated. A f storage device may have a plurality of local components, a plurality of shareable components provided by the first application, and a configuration file of the first application. The configuration file identifies the plurality of local components and the plurality of shareable components provided by the first application. The system is configured to detect, during processing the build pipeline of the first application, an indication of a shareable component included in the first application. The shared pipeline extracts the detected shareable component from the first application based on the indication, builds the detected shareable component, and stores the built shareable component as a shared component in a repository.

The application discloses a chip software development platform, which comprises a foreground, a middle stage and a background; the middle stage comprises a business middle stage and a data middle stage; the foreground is used for providing an application system; the business middle stage is used for providing common services for calling of the application system of the foreground; the data middle stage is used for providing common data for access of the common services of the business middle stage; and the background is used for analyzing files to obtain software and hardware component information and storing the software and hardware component information into the data middle stage. The chip software development platform can greatly reduce code software redundancy of the foreground, shorten a new function development period, effectively reduce a later maintenance cost and improve a product upgrade iteration period. In addition, interaction and cooperation among the foregrounds are simpler, and the interaction process among different foregrounds and the human cooperation cost of a research and development team can be effectively simplified. Furthermore, the chip software development platform can greatly enhance customization of the background.

The application provides a large enterprise internal self-development information system code security evaluation method and system. The application uses code security visualization integrated management technology, distributed message queue technology, flow collection technology and vulnerability detection technology to realize security detection of enterprise internal self-development system code, high-risk vulnerability scanning, effectively solve the problem of frequent security vulnerabilities of self-development information system after online, and provide real-time reliable data support for the code security situation and information security situation of the development department at all levels for the company information management layer through the visualization integrated management technology. In addition, the application can be applied to the large enterprise internal self-development information system development team, and the information security vulnerability detection is carried out on the code side before the information system is online, so that the information security vulnerability can be found in time and effectively.

The application discloses a software development security test management method and system, and relates to the technical field of software development test, solves the problem of insufficient comprehensiveness of original corresponding software in the security test process, and can dynamically analyze the resource occupation mode of software under attack pressure by capturing the CPU utilization rate characteristic curve in the attack simulation signal triggering period; specifically, by identifying the abnormal curve segment and the corresponding time line with a load rate exceeding 85%, the attack type (such as CPU overload caused by DDoS simulation attack) leading to system resource exhaustion can be accurately located; compared with the traditional test only focusing on the existence of vulnerabilities, the application further reveals the actual influence of the attack on the system stability, for example: the CPU abnormal curve segment corresponding to a substandard signal in the test can be directly associated with the unoptimized loop logic defect in the code, thereby providing the development team with accurate performance optimization direction.

The invention provides a public component development management method. The method comprises the following steps: establishing a code writing specification, a dynamic expansion mechanism, a code annotation specification and a version control strategy for developing a public component; establishing a development team training mechanism and a code review mechanism based on the code writing specification; designing dynamic parameters based on a dynamic expansion mechanism; optimizing the annotation document based on the code annotation specification; and managing the version of each public component in the public component library based on the version control strategy. By establishing a series of management specifications and optimization mechanisms, the development efficiency, quality and maintainability of the public component are improved, and the flexibility and expandability of the public component are enhanced. Through the implementation of the steps, it is ensured that developers can rapidly and easily integrate and call the public components, and meanwhile customized configuration and expansion can be conducted according to specific requirements of the project, so that the development efficiency is improved, the maintenance cost is reduced, and successful implementation of the project is promoted.

This invention discloses a user experience-based method and related equipment for optimizing automotive functions. The invention automatically acquires user request information from the vehicle, generates executable function code, and sends it to the development team. This executable function code serves as feedback information to the development team, allowing for analysis, research, and the development of automotive function optimization data packages. This enables users lacking software development skills to ultimately provide their user request information to the development team in the form of executable function code. Compared to directly providing user request information in natural language, this improves the efficiency of information feedback to the development team, reduces misunderstandings and other problems caused by inadequate automotive function optimization due to direct expression of user requests in natural language, and also protects user privacy on the vehicle side. This invention has wide applications in the automotive technology field.

The invention discloses a software development quality evaluation system based on big data, which relates to the technical field of software engineering and big data analysis and comprises a data acquisition and preprocessing module, a multi-dimensional quality feature extraction module, a dynamic weight distribution module, a comprehensive quality score calculation module, a real-time early warning module and a result visualization module. Through cooperative work of the data acquisition and preprocessing module, the multi-dimensional quality feature extraction module, the dynamic weight distribution module, the comprehensive quality score calculation module, the real-time early warning module and the result visualization module, comprehensive evaluation and real-time monitoring of the software development quality are realized. In an actual application scene, the system not only can help a development team to discover potential quality problems in time, but also can provide a scientific decision basis for the development team, so that the reliability and the stability of software products are remarkably improved.

The application relates to an engineering project investment evaluation method, system, device, medium and program product, and belongs to the field of software engineering.The method comprises the following steps: obtaining user requirement text of an engineering project; estimating function points of the project according to the text; estimating engineering project story points based on historical development data of a development team of the project and the user requirement text; determining the corresponding relationship between the function points and the story points; determining changed function points according to new requirement text; determining story points of the new requirement text according to the corresponding relationship between the changed function points and the story points; determining the estimated cost of the engineering project based on the story points of the new requirement text and the historical development data of the development team of the engineering project; and performing investment evaluation of the engineering project based on the estimated cost.The application can perform more accurate investment evaluation according to the change of user requirements, the change of function points and the characteristics of the development team, and is suitable for investment evaluation of various development teams in agile development.

An assessment system can generate a software quality value based on testing results and analysis of a multitude of factors that impact a readiness evaluation. For example, the system generates a software quality score (e.g., an Applause Quality Score “AQS”) that enables development teams to understand the level of quality they are achieving for a given release and build-over-build. In various examples, the system generates a data-driven score to enable development teams or quality assurance teams to make decisions for when a build is ready for release. In further embodiments, the system can integrate user interfaces that present a software quality score in a user dashboard that is linked to version control systems. On review and acceptance of the score, a user can trigger the release of their new code or product.

The invention relates to the technical field of intelligent cabins, in particular to a screen log acquisition method, device and equipment and a storage medium, and the method comprises the steps: responding to a screen log acquisition demand of external storage equipment accessed to a vehicle-mounted terminal system when the external storage equipment accessed to the vehicle-mounted terminal system is identified; reading a pre-defined configuration description file in an external storage device; according to the configuration of the configuration description file, collecting and exporting corresponding screen log data, and generating a screen log file; the screen log file is copied to the external storage device, and a screen log export prompt is displayed, so that the situation that log export is affected due to the fact that the external storage device is pulled up in the waiting process of a user is avoided. According to the scheme, the effective log when the screen is abnormal can be obtained in time, the problem analysis and positioning period is shortened, and therefore the working efficiency of a research and development team is improved.

The invention provides a software engineering processing method and device, equipment and a storage medium, and relates to the technical field of computers. The method comprises the following steps: mapping contents in a main project of target software into a multi-class framework according to a content function to obtain an independent project of the target software; the content of the main project comprises software content cooperatively developed by a plurality of development teams; the multiple types of frames correspond to multiple functions respectively; according to the information query request, at least one type of frame corresponding to the information query request in the independent project is adopted, and at least one type of target information is obtained from the content of the main project; and generating an information packet corresponding to the information query request according to the at least one type of target information. According to the technical scheme, the independent project corresponding to the main project is automatically generated based on the content in the main project, and related information for the target software can be automatically acquired from the main project by adopting the independent project without applying a third-party tool, so that the information of the target software can be conveniently acquired from the main project, and the user experience is improved.

The invention discloses a research and development team mining method, device, medium and system based on multi-dimensional association, and belongs to the field of intellectual property big data analys.The research and development team mining method comprises the steps that after entity normalization processing is conducted on a data set, triple knowledge representation is constructed; taking the triple knowledge representation as input, and defining and discovering a research and development team through online merging clustering processing based on triple set intersection; and finally, generating a semantic identifier for each discovered research and development team based on statistical characteristics. According to the method, the recognition result precision is improved, and the interpretability is good.

The present application relates to a kind of based on openGauss Data Studio implementation database physical modeling method and device.The present application includes preparing development environment and dependence, configure the menu and operation panel of physical modeling, realize front-end physical modeling based on H5 and Antv X6, UI is fused to openGauss Data Studio to the front-end modeling content is transmitted to back-end JDBC and is executed.The present application can be based on the development environment of database, realize the design of visual physical modeling, can directly show the physical storage structure of database during design process, including table space, table, constraint and various objects and its relationship, and one-key type is completed the execution of modeling DDL, it is saved in different tools back and forth switching and facing complex modeling syntax, greatly simplify the modeling process, improve the development efficiency of research and development team, reduce human cost.

The invention relates to the technical field of software engineering, and discloses a software development management method and a software development system.The method comprises the steps that structural decomposition is conducted on original demand information provided by a user, and a structural demand library is obtained; based on entries in the structured demand library, performing step-by-step disassembly on the development work to obtain a dependency relationship of task nodes, and linking the task nodes based on the dependency relationship to obtain a task topology network of software development; performing multi-dimensional analysis on roles and skill attributes of development team members in the development process to obtain a resource capability portrait; performing association mapping on the resource capability portrait and task nodes in the task topology network to obtain a resource load view; monitoring the state of the task node in real time, and synchronizing the state change to the resource load view to obtain a dynamic project state; performing function compliance confirmation on the product based on the dynamic project state to obtain an acceptance report; according to the invention, the efficiency of software development management can be improved.

The invention discloses a game access task flow dynamic configuration method, system and device and a medium, and the method specifically comprises the steps: calling a decision tree model to output an engine selection suggestion when a game item creation request is detected, and dynamically downloading an SDK parameter file; if the framework is identified as the client framework, activating an SDK interface adaptive docking module to complete SDK interface docking; if the framework is identified as a server-side framework, starting an API interface intelligent arrangement engine to complete API interface docking; a docking completion signal is responded, a version compatible layer code is embedded through a mother package enhancement construction module, a block chain verification identifier is added, and a mother package is constructed; and submitting the mother package to a decentralized verification network, and executing interface compatibility verification and configuration integrity verification. According to the method, the optimal task flow configuration scheme can be dynamically generated according to different game project requirements and target platform characteristics, the task flow configuration flexibility is greatly improved, and a game research and development team can quickly adapt to market and technology changes.

Merge requests (MRs) are vital for maintaining code quality, fostering collaboration, and catching potential issues through peer review before merging changes into the code base. However, in practice, this activity is often neglected due to its time consumption, team members lacking shared understanding of the code, or underestimating its long-term benefits in favor of quick fixes and immediate results. Code Guardian (CG), a GenAI- based context-aware MR review assistant is designed to support development teams to identify and resolve potential problems in software systems during the development phase. CG integrates with DevOps platforms, analyzing code changes within MRs. The system's core objectives include enhancing code quality, speeding up development processes, and reducing the cognitive load of reviewers.

The invention relates to the technical field of vehicles, and discloses a vehicle machine system software integration and version management method and device, a medium and equipment. According to the method and the device, on one hand, the component dependency relationship can be automatically identified, the optimized construction plan is generated according to the component dependency relationship, remote collaborative integration and OTA deployment can be realized by utilizing a cloud platform, and the software version integration efficiency is greatly improved. And on the other hand, dependency errors and compiling sequence errors caused by manual operation can be avoided through dependency analysis and automatic construction, it is ensured that all the components are integrated in the correct version and environment, the failure rate after the product is online is reduced, and user complaints and after-sales maintenance cost are reduced. On the other hand, centralized storage and sharing of software resources can be achieved, development teams and the like can access the latest version and related information anytime and anywhere based on collaborative integration logic, information transmission is timely and accurate, team collaboration efficiency is remarkably improved, and the problems caused by version inconsistency and unsmooth communication are avoided.

The present disclosure provides a multi-person collaborative development method and system, and a storage medium. The multi-person collaborative development method comprises: obtaining a configuration resource, splitting the configuration resource into multiple independent development containers, and establishing a dedicated channel between different development containers by establishing a connection between the independent development containers, thereby realizing collaborative development. The technical scheme of the present disclosure realizes safe and stable real-time interactive development capability, reduces the communication cost between different developers and development teams, and significantly improves the development efficiency.

The embodiment of the invention discloses a security protection method and device, electronic equipment and a storage medium, and relates to the technical field of big data, and the method comprises the steps: obtaining a source code from a development end, determining an analysis type according to the development technology of the source code, and analyzing the source code according to the analysis type to obtain a vulnerability result; when the vulnerability result is no vulnerability, sending a source code and a strategy file corresponding to the source code to the operation end, so that the operation end carries out deployment according to the source code and the strategy file; and after deployment success information sent by the operation end is received, target content is determined according to the real-time request, abnormal scoring is performed on the target content, a security protection strategy for the real-time request is determined according to the abnormal score, and the security protection strategy is fed back to the development end. According to the method, other teams can be ensured to directly interact and cooperate with the operation and maintenance or security team, and finally, the security team feeds back the result to the development team to refine the source code, so that the security protection capability of the whole project on vulnerabilities in the whole period is improved.

The invention discloses a software research and development process management method and system based on deep learning, and the method comprises the steps: taking a development team member as a node through a GNN graph neural network, designing an edge weight based on historical cooperation frequency and knowledge similarity, constructing a space graph, adjusting an expansion rate through expansion causal convolution in a time convolution module, capturing long-period dependence, and carrying out the deep learning. A task coupling constraint item is added into the loss function, and an MST-GCN deep learning prediction model is established; and inputting the aligned feature vector into an MST-GCN deep learning prediction model for prediction, modeling a software research and development process into an MDP Markov decision process based on RL reinforcement learning according to a research and development progress deviation index, and generating a research and development resource allocation strategy. Resources are inclined to key tasks, the resource utilization efficiency is improved, meanwhile, it is guaranteed that software research and development projects are propelled according to plans, and the research and development efficiency is improved.

The invention provides a research and development management method and equipment, and relates to the field of financial science and technology or other related fields, and the method is applied to a distributed service system. If a code submission event or a version delivery event is detected, service identifiers associated with the code submission event or the version delivery event are extracted, a preset design service list in the distributed service system is obtained according to the service identifiers, and a rule engine is triggered according to the code submission event or the version delivery event; and the rule engine performs consistency check on the code corresponding to the service identifier according to the design service list and the check strategy. Through event driving and a rule engine, automatic, intelligent and refined research and development design and landing consistency management and control are constructed, the problems of research and development and design deviation, version omission, disjunction of a delivery process and the like in the research and development process are effectively solved, design research and development and landing delivery automatic linkage management and control are achieved, design consistency and version quality and integrity are ensured, and the research and development efficiency is improved. And the maturity of a research and development team can be improved.

The invention provides a game role setting quantitative evaluation method and system based on a large language model, and the method comprises the steps: injecting a rule of a quantitative evaluation framework into a large language model through a preset cue word template, and inputting a game role setting CSV file in the large language model; performing comprehensive integrity evaluation on game role setting based on a double-layer integrity evaluation system, and performing quantitative analysis on character characteristics of roles through three-dimensional coordinates; based on the five-dimensional evaluation model, all-directional quantitative evaluation is carried out on game role setting to obtain a five-dimensional radar map, different weight coefficients are given to role behavior evidences with different credibility, and quantitative analysis is carried out; performing NPC visual angle evaluation, player visual angle evaluation and designer visual angle evaluation on game role setting, and calculating cognitive reversal degrees of different visual angles; and outputting an evaluation report by the large language model. According to the method, standardization, quantifiability and reproducibility of game role evaluation are achieved, and the requirement of a professional game development team for game role quality control is met.

This application discloses a database-based method, apparatus, and system for web service log analysis and error tracing, comprising: acquiring runtime exception logs containing thread ID, timestamp, and call stack, and interface access logs containing interface name, thread ID, interface entry timestamp, and response time; accurately matching the two types of log records based on the condition that the thread IDs are the same and the runtime exception timestamp is within the window formed by the interface entry timestamp and the interface entry timestamp plus the response time; associating the matched interface with the responsible developer based on a pre-defined interface-developer mapping relationship; and finally pushing the error details and developer information to the corresponding terminal. This application utilizes the thread ID + time window matching mechanism and responsibility mapping to automate the entire process from error discovery and responsibility determination to dispatch, solving the problems of difficult error location, unclear responsibility attribution, and low dispatch efficiency in large-scale development teams, and significantly shortening the problem resolution cycle.

A method for automatically identifying a root cause of customer dissatisfaction with a software product and creating feedback items to improve the software product includes collecting engagement data pertaining to interactions between a customer and a flow of visual elements presented by the software product and detecting a trigger event indicating that the customer is dissatisfied with the software product. In response to the trigger event and based at least in part on the engagement data, a potential deficiency of the software product is automatically identified and a repair ticket is generated for a development team. The repair ticket identifies the potential deficiency of the software product.