301 results about "Integration testing" patented technology

The invention discloses an automatic code generation and optimization system based on multiple modes, which relates to the technical field of automatic programming, and comprises a task analysis module for analyzing task description and constraint conditions in combination with a CLIPS rule engine and a knowledge graph and original data, identifying task targets and requirements, and outputting a task risk assessment report and a task intention set; the optimization decision module is used for selecting an optimal modal data subset by using a particle swarm optimization algorithm and a path planning algorithm, performing optimization adjustment according to task requirements, and outputting a code generation strategy; and the test evaluation module is used for evaluating and improving the unit test and the integration test by utilizing the variation test, carrying out quality and performance evaluation on the code through continuous integration and continuous delivery, and outputting a code evaluation report and an optimization suggestion. According to the method, the optimal modal data subset is dynamically screened, and the data transmission path is optimized, so that the code performance is ensured, the computing resource consumption is reduced, and the global optimization of the code generation strategy is realized.

The invention provides an integrated test scene prediction method and system based on multi-dimensional data, and the method comprises the steps: carrying out the multi-source data collection of an integrated test scene based on a dynamic sampling strategy, obtaining integrated test multi-dimensional data, carrying out the multi-dimensional data preprocessing of the integrated test multi-dimensional data, and obtaining a pre-trained multi-dimensional data analysis model; inputting the pre-processed integrated test multi-dimensional data into the multi-dimensional data analysis model to carry out sub-module data analysis, obtaining a pre-trained intelligent regulation and control model, importing a system diagnosis report and a key index deviation degree report into the intelligent regulation and control model as inputs, generating an intelligent regulation and control decision, and carrying out intelligent regulation and control. By means of the method, system faults, performance bottlenecks and potential problems occurring in the integrated test scene can be accurately predicted, intelligent regulation and control decisions are provided for solving the problems, and accurate system performance evaluation and optimization services can be provided for users.

The invention discloses a warehouse level code problem solving system based on a large language model, and relates to the technical field of software engineering, a source code file is extracted from a code warehouse, a static analysis tool is utilized to analyze codes, a warehouse level code graph is constructed, and then code entities and dependency relationships thereof are analyzed; based on the warehouse-level code graph, combining historical problem solving data, and constructing a dynamic evolution knowledge graph through continuous learning; through a context retrieval module, according to the context information of the current problem, dynamically retrieving related solution strategies and generating corresponding code patches, complementing or reviewing suggestions; the validity of the generated patch is verified through static analysis, unit testing and integration testing, and a problem solving strategy is optimized according to feedback of a developer. The problem solving efficiency and accuracy can be improved, the development cost is reduced, the solving process is gradually optimized through an intelligent feedback mechanism, a closed-loop feedback mechanism is formed, and therefore the increasingly complex software development requirements are met.

The invention discloses an Internet of Things equipment access protocol component development method, which is used for quickly developing an Internet of Things equipment access protocol analysis and processing component at an Internet of Things platform side, and comprises the following steps: S1, constructing a protocol analysis and processing general framework according to the protocol analysis and processing component of an Internet of Things platform; s2, abstracting a specific logic processing part of a protocol in the general framework into a method / function interface; s3, constructing a protocol expert AI knowledge base for data learning; s4, constructing an AI large model and a multi-agent processing flow, selecting a specified large model, configuring related parameters, extracting required parameter extraction / coding logic, and generating an interface implementation code; s5, integrating each generated interface implementation code with the universal framework; and S6, testing, adjusting and optimizing the integrated access protocol analysis and processing component. According to the method, the unified development template can be provided, so that the development technical threshold is reduced, and the development efficiency is greatly improved.

The invention discloses a method and a system for realizing automatic code generation by using multiple AI Agents, and relates to the field of electric digital data processing, a test driving agent receives a task transmitted by a previous node, and generates a task number, a task description, test data, a unit test script and a code statement; the code generation agent generates or updates codes according to the received task description and code declaration; the test driving agent returns an integrated test script and test data according to the task number; the continuous integration agent performs integration verification and regression test and feeds back information; the test driving agent returns a function test script, a performance test script and test data according to the task number; and the continuous deployment agent carries out continuous delivery and deployment and feeds back information. By means of mutual conversation and cooperative work of multiple AI Agents and in combination with a feedback mechanism, the problem that a single large model cannot complete complex software development tasks is solved, full-process operation automation can be achieved, and the code generation quality and efficiency can be improved.

Methods, systems, and apparatus, including medium-encoded computer program products for executing a test strategy, include: receiving a request to generate a test script for a new test strategy defined for a software solution, wherein the received request includes a specification of the new test strategy; generating the test script based on executing a large language model that receives as input the specification of the new test strategy, wherein the large language model is trained to automatically generate test scripts based on technical documentation for a testing framework defined for the software solution and integration tests generated for the software solution; and executing the test script for the new test strategy to obtain output data, the output data including performance data for the software solution.

The invention relates to the field of power distribution network cable main insulation fault detection and management, and discloses a power distribution network cable main insulation fault detection and management integrated test platform construction method comprising the following steps: a) data acquisition: installing a plurality of sensors including a partial discharge sensor, a current and voltage sensor, a temperature sensor and a vibration sensor; acquiring real-time operation data of the power distribution network cable; b) data transmission: transmitting the acquired cable monitoring data to a data processing system in a wired or wireless communication mode; and c) data preprocessing: denoising, missing value interpolation, standardization or normalization processing is carried out on the transmitted original data so as to improve the quality of the data. The real-time operation state of the power distribution network cable is monitored through various sensors, and various advanced data processing methods are combined, so that the accuracy of fault detection is effectively improved, and identification deviation caused by data noise or sensor errors in a traditional fault detection method is avoided.

The invention discloses an ATS interface autonomous regulation and control method, and belongs to the technical field of urban rail transit information processing. Monitoring elements in an ATS interface are classified by constructing an ATS interface composition system, and then the monitoring elements are grouped and numbered according to the relative relation between the monitoring elements; the method comprises the following steps: monitoring a monitoring element in an ATS interface, monitoring the display characteristics of the monitoring element in real time, judging the state of the monitoring element according to the display characteristics of the monitoring element, and if a fault occurs, matching a corresponding solution from a monitoring database according to the fault type and the fault level. Therefore, the whole software does not need to be subjected to integrated testing, the labor cost is reduced, meanwhile, automatic monitoring on the train cannot be interrupted during regulation and control, and the operation efficiency of the ATS is guaranteed.

Disclosed in the present application are an aircraft final assembly and integration testing platform and testing method. On the basis of a rational platform architecture, structured process data preparation, model-based operation guideline document preparation, and dispatch assistance decision-making are realized by means of an application layer, such that uniform data sources in the field of final assembly can be achieved. Data uploading and issuing between an industrial control network and an internal network, and data interaction control between layers are implemented by means of the mutually collaborative operation of the application layer, a storage layer, an edge layer and an execution layer, thereby improving the information acquisition efficiency and the operating efficiency. The edge layer and the execution layer collaboratively operate, so as to realize the interactive collaboration between the assembly guidance work for operators and automatic testing, thereby improving the efficiency of data information acquisition, operation instruction and fault handling during a final assembly and testing process of an aircraft.

The invention provides an integrated test method for simulating semiconductor equipment and an EAP system and related equipment, key parameters are extracted from an equipment operation manual, test scripts of different test stages are set based on the extracted key parameters, and the key parameters are parameters required by a semiconductor technological process; the test system performs characteristic test on the test equipment by using the characteristic test script and generates a corresponding characteristic test result; based on the technological process testing script, the technological process of the testing equipment is simulated in the testing system, integration testing is conducted on the EAP system through the CIM service simulation interface while the technological process is simulated, and the EAP system simulates the working process of a production line containing the testing equipment according to the EAP configuration file and the integration testing script. And whether the control and response of the EAP system to the workflow are accurate or not is verified. According to the invention, an automatic test based on a test standard process is designed, and the test efficiency and accuracy are improved.

An online system performs inference requests in conjunction with the model serving system to perform AI (text-based LLM or multi-modal transformer)-generated integration test variants. Instead of rigid code-specified integration tests, the LLM creates integration test variants that follow a specification. Given one or more files from the codebase of an application and a specification for integration testing, the LLM compiles an integration test including a series of actions (e.g., API calls) as runnable code and assertions about the state of the application after the actions are executed.

The invention relates to the technical field of information, and discloses an intelligent adaptive education training system based on big data, and the system comprises a data collection and integration module which is used for collecting learning behavior data and physiological data of learners from a plurality of education platforms and physiological data sources; the dynamic student portrait generation module is used for automatically generating and updating a dynamic student portrait according to the learning behavior data and the physiological data collected by the data acquisition and integration module; the personalized feedback and learning path optimization module is used for generating personalized learning feedback according to the dynamic student portrait and automatically adjusting a learning path by utilizing a multi-objective optimization algorithm; the system implementation and optimization module is used for detecting operation of the data acquisition and integration module, the dynamic student portrait generation module and the personalized feedback and learning path optimization module for integration, testing and optimization; and the data acquisition and integration module comprises a multi-source data integration unit.

The invention relates to the technical field of coal mine test equipment, in particular to a one-stop automatic test integration platform and a test method for coal mine application software. The one-stop automatic test integration platform comprises an executable test case construction module, an automatic test execution module and a test result management module. According to the automatic test platform and the test method, the functions of test management, system safety penetration, software automatic test, source code static analysis, system performance test, localization adaptation test and the like are integrated; the problem that in the prior art, it is difficult to comprehensively cover all function combinations and abnormal conditions by manually compiling test cases is solved, and the test omission ratio is remarkably reduced; centralized management and correlation analysis of data in each link in the testing process are realized through the data centralized management module, so that the testing efficiency is improved, and the problem positioning is more accurate and rapid; a standardized testing process is integrally formed, and software quality and compliance are guaranteed through all-around testing means.

The invention provides a radar processing module test system, and belongs to the technical field of lightning protection, and the test system comprises a test tool which is used as a carrier plate for testing a processing module and is used for providing high-speed PCIE bus interface test resources; and the hardware core machine is used for integrating the test function module and the main control unit, test software is configured in the main control unit, the test software adopts a layered architecture design, and the test software with the layered architecture comprises an application layer, a network layer and a virtual driving layer. The radar processing module test system provided by the invention adopts test software with a layered architecture, and has the attributes of flexibility, high reusability and high expansibility, and a test program is independent of a test component. When the test assembly needs to be replaced, a new instrument driving program can be used under the condition that the test program is kept unchanged, so that the total cost of creating and maintaining the test program is reduced.

The invention discloses an embedded system integration test case multiplexing method and system, and the method is characterized in that the multiplexing of a test case is carried out based on the existing software assets: firstly, based on the existing software requirements and the test case, an existing requirement-test case tracking chain is constructed; performing demand change analysis on the new demand activity graph information; performing change influence range analysis based on a change analysis result in combination with a demand-test case tracking chain, and determining a test case reuse and generation scheme; and finally, executing the test case multiplexing and generating scheme. According to the method, the tracking relation between existing requirements and test case assets is established, meanwhile, the execution cost of downstream test tasks caused by requirement change is reduced through multiplexing, and the test efficiency of integration testing is improved.

The invention relates to the technical field of data processing, and provides a method, a device, equipment and a medium for migrating a service system to a low-code platform, on one hand, code analysis is performed on a target service system to obtain a syntax tree, and function identification is performed on the target service system to obtain a function call graph so as to obtain a minimum unit in the migration process; on one hand, migration risk detection is performed on a target business system according to a syntax tree and a function call graph to reduce the migration risk; on one hand, data mapping and conversion are carried out on the target service system to the low-code platform, service logic migration is carried out on the target service system to the low-code platform, the tedious manual coding process in traditional development is avoided through an automatic migration mode, and the development cost and time are reduced; on one hand, integration testing is performed on a new system to ensure normal operation of the migrated system; and on the other hand, the new system is optimized and expanded, so that the expandability and updatability of the system are improved while the compatibility is ensured.

The invention relates to the technical field of blast pump detection, in particular to an air suspension blast pump convenient and rapid detection box device which comprises a test box body, a bottom plate, an eccentric wheel set, a switching mechanism, a transmission mechanism and a blast pump mounting mechanism, a box cover is rotatably hinged to the outer side of the test box body, and an operation plate is fixedly connected in the test box body; hydraulic rods are fixedly connected to the inner wall of the box cover. By integrating the test box body, the switchable eccentric wheel group and the sound insulation cover mechanism, multi-working-condition dynamic simulation and noise isolation are realized in single equipment, the problems of low detection efficiency, high cost and data deviation in the prior art are effectively solved, two groups of detection stations are arranged, a control group is conveniently provided, and the detection efficiency is improved. According to the air pump data detection device, the detected air pump data are more accurate and reliable, the detection devices are modularly combined in the test box body, the detection steps are more convenient, the detection efficiency is improved, and the use requirements of people are met.

The invention discloses an ATS controller integration test platform, and relates to the technical field of thermal management of automobiles and electronic equipment, and the ATS controller integration test platform comprises a test platform case which comprises an upper computer, a test platform MCU and a communication system. The ATS controller integrated test platform provided by the embodiment of the invention can simulate a complex working condition, realizes comprehensive test of the ATS controller, greatly improves the test range, can evaluate the performance of the ATS controller more comprehensively compared with the test of a single function in the prior art, and improves the test efficiency by simulating a real working environment. The communication between the whole vehicle and the ATS controller is accurately simulated by utilizing RS485 communication and a CAN bus protocol, meanwhile, the working condition can be truly restored through the temperature sensor, the pressure sensor and the flow sensor, the performance of the ATS controller can be accurately evaluated, the reliability of a test result is ensured, and through the arranged upper computer, the reliability of the ATS controller is ensured. The possibility of errors caused by human intervention is reduced, and the testing efficiency is improved.

The invention discloses a redundant array of independent disks (RAID) card, a test method, device and system thereof and a host, and relates to the technical field of storage, the method is applied to an RAID card, and the method comprises the following steps: acquiring an integrated test command of a target firmware system sent by a test host; determining a target test case in a target subsystem in the test framework according to the integrated test command; executing the target test case by using the test framework to obtain an integration test result of the integration test command, and sending the integration test result to the test host; according to the invention, through the arrangement of the test framework in the RAID card, redundant codes during writing of the test case can be reduced, and the workload and resource waste of testers are reduced; according to the method, the test frame uniformly performs distribution execution of the test cases and judgment and statistics of the test results, so that the number of times of interaction with the test host can be reduced, the test efficiency is improved, and an automatic integrated test for docking the RAID card with the test host is conveniently realized.

The invention discloses a heterogeneous integration test method based on AI, and relates to the technical field of artificial intelligence, and the method comprises the steps: collecting heterogeneous integration operation data, and carrying out data cleaning, anomaly detection, feature extraction and standardized output of a standardized data set; generating a plurality of neural network frameworks by using random initialization and Bayesian optimization, and outputting an optimal neural network structure in combination with fitness evaluation; optimizing the neural structure network and outputting an AI test model by combining crossover variation, pruning optimization and a genetic algorithm; function testing, pressure testing and safety testing are carried out in a real environment, key performance indexes are calculated, and optimization suggestions are output in combination with test feedback data; and outputting an intelligent test model by using a model-independent meta learning and transfer learning method. Through combination of crossover variation, pruning optimization and a genetic algorithm, each network structure can meet different targets, and meanwhile, the test efficiency can be improved.

The invention relates to computer-implemented systems and methods for implementing an application modernization and migration tool. The invention provides: initiating a discovery of current system specifics, wherein the discovery comprises business analysis and technical analysis; based on the discovery, developing a modernization plan that prioritizes and optimizes application and system migration, wherein the modernization plan considers risk analysis and cost estimation; designing a pathway and an architecture for the modernization plan; executing the pathway and implementing the architecture to initiate a modernize and migrate process for a target system wherein the modernize and migrate process comprises one or more of: infrastructure build, data migration, rebuild, rehost, re-platform, refactor and integrations, testing and delivery; and making available operation of the modernized and migrated target system.

Methods, system, and non-transitory processor-readable storage medium for a source code file association system are provided herein. An example method includes receiving, by a project management tool associated with a software test lifecycle system, a pull request to merge software code changes with a software project repository on an enterprise system. The software testing life cycle system executes a plurality of integration test suites associated with the pull request on at least one test system associated with the enterprise system. The integration test suites are executed to test the software code changes. The project management tool captures the integration test suite output. A source code file association system preprocesses the integration test suite output for input into a machine learning system. The integration test suite output is encoded. The output of the machine learning system identifies at least a portion of source code exercised by the integration test suites.

The invention discloses an integrated testing device and method for a low-temperature medium gas supply system. Comprising a liquefied medium storage tank, a host regulating valve, a gas supply regulating heat exchanger, a host system, a cryogenic reliquefaction loop, a compressor test loop, a heat exchanger test loop and a medium recovery loop. An outlet of a liquefied medium storage tank is connected with inlets of the cryogenic reliquefaction loop, the compressor test loop and the heat exchanger test loop, an inlet of the liquefied medium storage tank is connected with liquid phase outlets of the cryogenic reliquefaction loop and the medium recovery loop, and a gas phase outlet of the medium recovery loop is connected to the compressor test loop; a first outlet of the heat exchanger test loop is connected to the compressor test loop, and a second outlet and an outlet of the compressor test loop are connected to an inlet of the medium recovery loop and then sequentially connected with the host regulating valve, the air supply regulating heat exchanger and the host system. According to the invention, the functions of supplying gas to a host system, re-liquefying flash steam and recovering media are realized, and equipment performance tests under different low-temperature media are supported.

The invention provides a PCBA testing machine which comprises a testing rack, a testing assembly, an electrical assembly, a computer assembly and a power supply assembly, a transmission mechanism is arranged in the middle of the testing rack in a penetrating mode, and the testing assembly is arranged below the transmission mechanism and provided with a probe. The probe is used for being inserted into a test point of the PCBA so as to input a first test signal or output a second test signal; the electrical assembly is connected with the test assembly and is used for driving a probe of the test assembly to be inserted into a test point of the PCBA or pulled out of the test point according to a control instruction of the computer assembly; the computer assembly is used for generating the first test signal and receiving the second test signal to complete on-line test and function test of the PCBA. The power supply assembly supplies power to the test assembly, the electrical assembly and the computer assembly. The PCBA testing machine integrates ICT testing and FCT testing, the testing efficiency is improved, the turnover loss is reduced, and the cost of the testing machine is also saved.

The invention provides a method for achieving automatic interface testing by integrating a software CICD process with MeterSphere. The method comprises the following steps that S1, environment preparation is conducted, and a MeterSphere platform is built; s2, a Jenkins server and a MeterSphere platform are integrated, and the Jenkins server and the MeterSphere platform are S3, generating a pipeline script; s4, automatic testing is carried out; s5, sending a test result notification; through seamless integration of Jenkins and MeterSphere, research and development personnel do not need to manually transmit deployment information to test personnel, and the test personnel can obtain latest deployment and test feedback in time, so that delay of manual intervention and information transmission is reduced, and the overall communication efficiency is improved; the interface test is automatically executed, manual operation is reduced, and the test execution speed is increased; by integrating a test report and tool chain automation, the accuracy, transparency and traceability of a test result are ensured.

The invention relates to a financial credit creation system architecture deployment method, which comprises the following steps: S1, investigating the current situation, and determining the existing system architecture, business process and technology stack of a financial institution; s2, planning and designing, wherein model selection and configuration are carried out around a host platform, a cloud platform, middleware, a database and related key components; s3, development testing, including demand analysis, design, coding and self-testing, a testing stage including unit testing, integration testing, system testing, acceptance testing and regression testing; s4, platform construction; s5, migration implementation; and S6, operation and maintenance operation. Through the systematic deployment method, the problems of high security risk, high maintenance cost, poor autonomous controllability and the like of the existing financial credit and credential system are effectively solved, and efficient, safe, autonomous and controllable technical support is provided for digital transformation of financial institutions.

The invention discloses a dynamic self-verification method based on service flow-test flow homologous heterogeneous execution. The method comprises the following steps: uniformly describing service logic and a corresponding interface test contract through a strong type of domain specific language (DSL); the method comprises the following steps: simultaneously compiling homologous DSL descriptions into stateful business workflows executed by a process engine and stateless and combinable atomic test contract sets called by a test executor by utilizing a double-path compiling engine; during operation, loose coupling synchronous triggering and execution of a service flow and a test flow are realized based on a high-throughput event bus, and real-time and high-fidelity contract verification, performance monitoring and chaos probe testing are performed on cross-system interface calling in a production environment. According to the invention, the traditional post-event and off-line integration test is converted into the in-event, on-line and continuous system endogenous capability, and the industrial problems that the complex enterprise system group integration test is difficult and the operation and maintenance monitoring is passive are effectively solved.

In association with unit and integration testing of a software application, a test conflict guard can detect whether test cases are independent and use distinct database data, or are related or dependent test cases that use the same database data. The test conflict guard can detect any related or dependent test cases in a group of test cases, which may cause testing errors if executed in different parallel threads. The test conflict guard can accordingly block test execution until the group of test cases are verified as independent test cases.

The invention relates to the technical field of submersible pump testing, and discloses a permanent magnet variable frequency submersible pump testing method and system. The method comprises the following steps: acquiring an original response signal cluster of the submersible pump in multi-stage variable-speed operation by constructing an integrated test environment; decoupling and enhancing the signal cluster based on time sequence dependence, and separating out an independent hydraulic performance characteristic signal group and an independent electromagnetic vibration characteristic signal group; and inputting the characteristic signal group into a dynamic working condition simulator, and restoring an internal flow field pressure cloud picture and a rotor stress distribution picture of the submersible pump under the simulated working condition through an iterative approximation algorithm. The two are fused to deduce a potential failure mode and its evolution trajectory, and an enhanced test procedure is generated accordingly. According to the method, accurate separation of multi-physics field test signals and visualization of internal states are realized, and the accuracy of fault attribution and the advance of failure prediction are improved.

The invention relates to the technical field of computers, and provides a code integration verification method and device, electronic equipment and a storage medium, and the method comprises the steps: creating homonymous branches in a plurality of preset code warehouses under the condition of receiving a branch creation instruction; obtaining the current version identification of each homonymous branch in the plurality of code repositories, and generating version snapshot information according to the current version identification; based on the version snapshot information, synchronously obtaining code versions corresponding to respective homonymous branches from a plurality of code warehouses, and generating an integrated code set according to the code versions; and executing joint compiling and integration testing on the integration code set to generate an integration verification result. According to the method, a series of operations such as homonymy branch creation, version snapshot generation, code synchronization and joint compilation test execution are integrated into a coherent automatic process, so that the integration verification efficiency in a multi-warehouse scene is remarkably improved, manual intervention is reduced, and the reliability and consistency of verification results are guaranteed.