47 results about "Flow chart" patented technology

The invention discloses an automatic flow chart layout method fusing semantic analysis, which relates to the technical field of automatic flow chart layout, and comprises the following steps of: inputting a node set with a business ring dependence condition into a time sequence conflict analysis engine, and combining a semantic vector and a time sequence vector to obtain a time sequence conflict analysis result; calculating a time sequence conflict index of the annular dependency set by adopting a weighted path consistency check algorithm so as to determine a time sequence conflict degree under the condition that the nodes have service annular dependency, and generating corresponding conflict description data; and inputting the conflict description data and the semantic vector into a conflict perception clustering optimizer, introducing a time sequence conflict penalty term into a clustering objective function, and performing cluster boundary adjustment on the annular dependency set through a spectral clustering algorithm so as to adjust a semantic clustering structure according to a determination result. According to the method, the problem that a semantic clustering structure cannot be optimized in combination with a time sequence conflict under business annular dependence is solved, and the effects of conflict accurate identification, clustering boundary dynamic adjustment and layout saliency enhancement are achieved.

The invention discloses a finance and taxation field agent workflow arrangement method and system based on a natural language, and the method comprises the steps: S1, widely collecting workflow arrangement cases of a finance and taxation field typical business scene, carrying out the detailed analysis of each case, and extracting a key business process and node information, S2, taking all structured workflow data as nodes, and carrying out the calculation of the workflow arrangement cases, constructing a finance and tax workflow knowledge graph by taking the semantic similarity, the function multiplexing relationship and the business process dependency relationship among all the structured workflow data as edges; s3, based on structured data and natural language description corpora constructed by the finance and tax workflow knowledge graph, performing training optimization on the base large language model by adopting a domain self-adaption and task specific fine tuning technology; s4, a user inputs a natural language demand through the interactive interface, and the natural language demand is processed by using the demand analysis agent, the retrieval agent and the arrangement agent; and S5, displaying the generated draft workflow in a visual flow chart form.

The invention provides an AI flow chart driven test step dynamic adaptation method, device and equipment, and relates to the technical field of software testing. The AI flow chart is subjected to semantic analysis to obtain a plurality of executable operation tuples, a dynamic equipment capability library is updated in real time through technical parameters and real-time states of all the matching and testing instruments, then dynamic matching and mapping are carried out, a first mapping relation between the executable operation tuples and the matching and testing instruments is established, and the dynamic equipment capability library is updated in real time through the technical parameters and the real-time states of all the matching and testing instruments. According to the second mapping relation between the signal features and the port of the matching and testing instrument, the AI flow chart is executed based on the executable mapping scheme, automatic matching and mapping of all the testing steps in the AI flow chart are achieved, manual participation is not needed, the problem that the testing efficiency of AI flow chart driving is low is solved, and the equipment testing efficiency of AI flow chart driving is improved.

The invention relates to a method, a device, equipment and a product for generating a flow chart. The method includes generating code in response to a user's input for creating code for processing a transaction. The method further includes parsing the code to generate a flow chart of the code, the flow chart indicating the plurality of nodes. Further, the method includes displaying a flow chart, where at least one node of the plurality of nodes in the displayed flow chart has user interactivity. Through the method, the understanding difficulty of the user on the service is reduced, and the working efficiency of the user is improved.

The invention belongs to the technical field of software testing, is suitable for the medical field and the financial field, and discloses a service flow chart-based test path generation method, device and equipment and a medium, and the method comprises the steps: obtaining a service flow chart of a service scene, and extracting nodes of the service flow chart and path topology information between the nodes; on the basis of the service importance weight and the historical execution probability of each node, key test paths in the path topology information are identified, and priorities of the key test paths are sorted; constructing a path coverage rate prediction model based on the dynamically adjusted priority of the key path and the historical execution probability of the key path, and predicting the coverage rate of each key path in the business flow chart based on the constructed path coverage rate prediction model; and configuring a test case set based on the predicted coverage rate of each key path in the business flow chart, and dynamically adjusting the configured test case set based on a multi-objective optimization algorithm. According to the invention, the test efficiency of the business scene is improved.

The invention discloses a business process engine scheduling method and device, equipment, a storage medium and a product. The method comprises the following steps: scheduling a flow chart model of a business process; based on the flow chart model, starting a first thread for executing the business process instance; if it is determined that the first thread is executed to the system task node of the business process instance, generating task record information of the to-do task; and starting a second thread for scheduling the system task based on the task record information, and executing the to-do task based on the second thread. Thus, when the first thread used for executing the business process instance is executed to the system task node, only the task record information of the to-do task is generated; according to the method, the second thread used for scheduling the system task is started based on the task record information, and the to-do task is executed based on the second thread, so that decoupling of the process scheduling thread and the task scheduling thread is realized, the load of the process scheduling thread is reduced, and the flexibility of process scheduling and the independence of task scheduling are improved.

The application discloses a kind of interface test case generation method, device, equipment and medium.The method comprises the following steps: obtaining the standardized demand template of prewritten relative to the interface to be tested;According to the set analysis rule, the standardized demand template is analyzed, and the flow chart corresponding to the interface to be tested is generated;According to flow chart, in combination with the interface element coordinate library of pre-determined interface to be tested, the interface test case of interface to be tested is generated.Through the method, standardized demand template is provided for tester, and the flow chart of the requirement corresponding to the interface to be tested is generated according to standardized demand template, the interface element in the interface to be tested is automatically converted into corresponding coordinate, according to flow chart and interface element coordinate library, interface test case is automatically generated, the process of manual click interface to be tested for recording is saved, the generation efficiency of interface test case is improved, and the problem that interface test case conflict is caused by the difference produced by artificial recording is avoided.

The present disclosure provides a method, system, device and storage medium for constructing a career flow chart, relates to the field of data processing, and particularly to the field of big data processing. The specific implementation scheme is: after obtaining two target positions to be determined for flow relationship, for each target position, the first relative representation of each target position in its target adjacent position perspective is calculated, and then the independent representation of the target position is obtained, and then based on the preset flow relationship prediction formula and the independent representation of the two target positions, the prediction result of whether there is a career flow relationship between the two target positions is obtained. By constructing a career flow chart based on a large amount of career data and predicting the career flow relationship based on the career flow chart and the preset flow relationship prediction formula, the present disclosure improves the reliability of career flow prediction while realizing the prediction of the overall career flow from a macro perspective without relying on manual experience analysis.

To provide a technology capable of enhancing efficiency of development.SOLUTION: A dataflow chart generation device includes: an updated information detection unit which, when stored design information is updated, detects update information containing added and changed control values and conversion formulas due to the update of the design information; and a data flow chart generation unit which indicates a relation of the control value and the conversion formula on the basis of the updated design information and update information, and generates a dataflow chart in which the added and changed control values and the conversion formulas are highlighted.SELECTED DRAWING: Figure 1

The invention discloses an interactive rule arrangement system based on a graph structure, and relates to the technical field of rule engines, and the system comprises an interactive rule arrangement module which is used for creating each node in a to-be-executed flow chart and carrying out flow sorting and flow combination on each node in the to-be-executed flow chart; the graph rule engine module is used for obtaining a node and edge relationship in the graph rule file and analyzing to obtain a corresponding graph structure; and the interactive rule arrangement module is also used for carrying out process sorting and process combination on each node in the to-be-executed flow chart based on the graph structure in the graph rule file to form a constructed execution flow chart. According to the method, flexible arrangement of the rules is completed in an interactive visualization mode, the graph structure rule file is generated, operation is convenient, the learning cost is low, and the service rules have the global perspective advantage.

The invention discloses an automatic data checking method based on a flow chart, which comprises the following steps of: automatically coding each node in the flow chart, and setting node activation and node quit for the same node so as to judge whether the current identification node is in an activated state or not; performing current data and historical data distinguishing on node data in an activated state in the flow chart, and storing the current data for subsequent comparison and calling; performing process screening comparison on each node according to the trend of the flow chart so as to judge whether the data trend of each node meets the related requirements of the flow chart or not; and if yes, judging that the flow incidence relation corresponding to the current node is true and correct, otherwise, judging that the data trend of the current node does not meet the related requirements of the flow chart. According to the method, the possibility of data errors of the flow chart can be reduced, the operation verification efficiency of the data environment is improved, problem searching and reason analysis in the flow execution process are facilitated, and time consumed by data analysis is saved.

The invention discloses an API process arrangement method and device, a storage medium and an arrangement executor, and relates to the technical field of process arrangement, and the method comprises the steps: generating an arrangement flow chart according to arrangement instructions of a plurality of API nodes uploaded by a user; optimizing the arrangement flow chart through a topological sorting method to obtain a directed flow chart; performing annular execution anomaly detection and branch path anomaly detection on the directed flow chart, and adjusting the directed flow chart based on a pre-detection result; and publishing the adjusted directed flow chart to a distributed coordination component to maintain arrangement change of the nodes. According to the method, when the API process is arranged, annular execution anomaly detection and branch path anomaly detection are provided; and the arrangement process is monitored in real time through the distributed coordination component, so that an abnormal arrangement process is avoided. Therefore, when a complex scene is processed, the conditions of a high-flow impact mechanism, abnormal node execution and the like can be avoided in advance, and the safety of service production is improved.

The invention relates to a version control method and device based on graph comparison, equipment and a storage medium. The method comprises the steps that in response to merging operation, a merging interface is displayed, and the merging interface comprises a basic version flow chart and two corresponding transformation version flow charts; wherein the transformed version flow chart comprises a plurality of difference components, and a mobile control is displayed on each difference component; the difference component is a component determined through graphic comparison of the reformed version flow chart and the basic version flow chart; in the version merging process, in response to a trigger operation for a mobile control displayed on a target difference component, adding the target difference component at a corresponding position in the basic version flow chart; wherein the target difference component is selected from difference components included in the two modified version flow charts; in response to a trigger operation for the merging completion control, determining that version merging is completed, and obtaining a target version flow chart; through the method, the flow charts of different versions can be quickly merged.

The invention provides an automatic flow identification and conversion method based on an unstructured document, and relates to the technical field of enterprise flow digital transformation, and the method comprises the steps: collecting the unstructured document, carrying out the automatic identification, and generating an image document and a text document; based on a hierarchical AI model strategy, extracting image features of the image document by adopting a convolutional neural network model, and extracting text features of the text document by adopting a natural language processing model; the image features and the text features are mapped and fused into element semantic features through a multi-modal information fusion algorithm, verification and complementation are carried out in combination with an element recognition method, and fusion feature data are generated; and on the basis of the conversion rule, converting the fused feature data into the structured process data, and executing dual verification and error repair to generate the standardized flow chart, so that efficient, accurate and automatic conversion from the unstructured document to the standardized flow chart can be realized, the enterprise process digitization efficiency is remarkably improved, and the labor cost is reduced.

The present disclosure belongs to the technical field of nuclear power, and particularly relates to a nuclear power digital maintenance procedure structuring method and device. The present disclosure converts the natural language description of the maintenance procedure into a structured procedure flow chart through a visual flow chart editing mode, dynamically associates each step with related data in a multi-type data storage system, forms a seamless set of multi-element data, and finally generates a digital procedure object that can be parsed and executed by a computer, which is friendly in interface and convenient in operation, and lays a foundation for subsequent intelligent application.

The invention discloses a structured process modeling, execution and dynamic management and control method driven by a visual page, and belongs to the field of computer software and business process management.The technical scheme is that the method comprises the steps that a process model is established, and process model data is generated; inputting the data of the process model into a JSON converter to obtain a BPMN 2.0 XML (Extensible Markup Language) document; deploying the BPMN 2.0 XML document to a process engine, loading the BPMN 2.0 XML document by the process engine and taking the BPMN 2.0 XML document as an execution basis; performing simulation prediction on process execution through a stateless simulation engine based on a BPMN 2.0 XML (Extensible Markup Language) document and input simulation parameters; displaying a flow chart, a node state and a historical flow path on the basis of an execution state output by the flow engine, and providing an operation entry, so that a service user can initiate a dynamic operation instruction; the dynamic operation instruction is sent to a jump module; and collecting the execution log and the operation record to generate a statistical report. The method has the beneficial effect that the method for modeling, executing and dynamically managing and controlling the structured process driven by the visual page is provided.

The invention discloses an intelligent flow chart and data base interaction method and system based on a single data source, and belongs to the field of industrial software integration. Comprising the steps that intelligent flow chart software sends flow chart data containing two-dimensional attribute information of equipment to a domestic data base; the data base receives and analyzes the data, and two-dimensional attribute information is matched with a three-dimensional model stored in the data base through a rule engine; generating a data distribution list and a material information table based on the matching result; distributing the related data to a downstream cooperation system according to the list, and feeding back the material information table to the intelligent flow chart software; and the data processing state and abnormal feedback of a downstream system are collected in real time and pushed to the intelligent flow chart software for visual display, and bidirectional closed-loop interaction and full-link tracing are formed. By constructing an automatic two-way closed-loop interface, the problems of low efficiency, opaque data state and lack of traceability of a traditional interaction mode are solved, and the data interaction reliability and management transparency are remarkably improved.

The invention discloses a flow chart generation method and device, electronic equipment, a storage medium and a program product, and relates to the technical field of data processing.The method comprises the steps that node attributes of flow nodes are obtained, a dot file is generated based on the node attributes, and the dot file comprises lane identifiers, level serial numbers and node connection relations of the flow nodes; generating initial layout coordinates of the process nodes in a browser through a graphic visualization tool based on the node connection relationship and the lane identifier; performing position correction on the initial layout coordinate based on the level sequence number to obtain a target layout coordinate; and generating node connecting lines among the flow nodes based on the target layout coordinates to obtain a flow chart. According to the flow chart drawing method and device, the flow structure is standardized through the dot file, the visualization tool and the hierarchy correction algorithm are combined, the node position does not need to be manually adjusted, and the flow chart drawing efficiency is improved.

The application discloses a kind of test data processing method, device and storage medium.Therein, the method includes: display target flow chart, target flow chart includes at least three test nodes and the directed connection between each test node;In response to the triggering operation of test node and directed connection in target flow chart, obtain the node configuration information corresponding to test node and the edge configuration information corresponding to directed connection, node configuration information and edge configuration information are expressed in natural sentence;According to target flow chart, the node configuration information of test node and the edge configuration information of directed connection, generate test track chart;Test track chart is sent to server, to make server carry out data processing to test track chart, obtain the test case corresponding to test track chart;Receive and display the test case corresponding to test track chart returned by server.The application reduces the difficulty of test case writing and maintenance, improves the readability of test case writing.

The invention discloses an intelligent flow chart data information providing method and system based on a single data source, and belongs to the technical field of industrial software integration and intelligent collaboration. The method is realized through an interface deployed between intelligent flow chart software and a design collaboration platform, and comprises the following steps: S1, initializing the interface and mapping data, establishing a mapping relationship between data fields of the interface and the data, and configuring a fine-grained permission; s2, data bidirectional real-time synchronization: monitoring data change events at two ends, and realizing bidirectional real-time synchronization of changed data through an incremental data capture algorithm; s3, process automatic triggering and downstream pushing: automatically triggering a collaborative business process according to the synchronized specific data state, and pushing screened and packaged data to the downstream; and S4, compliance detection and result archiving: carrying out automatic verification and early warning based on industry compliance standards, and automatically integrating and archiving after the process is finished. Efficient, accurate and safe collaboration of data between the intelligent flow chart and the design collaboration platform is achieved, and the requirement for integration of design and office is met.

The embodiment provides a flow chart data conversion method and system, and the method comprises the steps: obtaining the node information, connection relation and global attribute of a source flow chart through the analysis of the obtained source flow chart, obtaining a rule file from the source flow chart to a target flow chart from a pre-stored rule file, the rule file comprises a node mapping rule, a connection relation mapping rule and a global attribute mapping rule; and generating a target flow chart of the source flow chart according to the rule file. According to the method and the device, the rule files corresponding to the target flow chart from the source flow chart can be obtained by pre-storing the plurality of rule files, the source flow chart can be automatically converted into the target flow chart, the problem of low efficiency of traditional manual conversion is solved, accurate conversion can be completed in a short time, and errors and data loss are avoided.

The invention discloses a code flow chart generation method and device, equipment and a medium, and relates to the technical field of computer software, and the code flow chart generation method comprises the steps of receiving a target request sent by a target plug-in in a user side; filling the flow chart generation preference data and the structured data object in the target request into a pre-designed cue word template to obtain a target cue word, and sending the target cue word to a target model matched from a model cluster according to a preset model routing strategy, so that the target model returns a corresponding original flow chart code text; and converting the original flow chart code text into standardized response data based on a predefined standardized data format, sending the standardized response data to a target plug-in in the user side, so that the target plug-in in the user side extracts a flow chart code in the standardized response data, and generating an interactive flow chart according to the flow chart code. According to the method, the code flow chart is quickly and efficiently generated.

The invention discloses a difference comparison method and device for a low-code process, equipment, a storage medium and a program product. The method comprises the following steps: respectively converting a first flow chart and a second flow chart into a first directed acyclic graph and a second directed acyclic graph according to process version information; wherein the second flow chart is a flow chart obtained by updating the first flow chart; performing topological sorting on the first directed acyclic graph and the second directed acyclic graph to obtain a first ordered flow chart and a second ordered flow chart; and comparing the multi-level structured difference of the first ordered flow chart and the second ordered flow chart to output difference data. By adopting the embodiment of the invention, the structure and content difference of the low-code process version can be accurately identified without depending on manual identification, and the low-code process change identification efficiency and accuracy are improved.

The invention relates to a PDF flow chart digitalization method based on deep learning, a medium and equipment. The method comprises the following steps: S1, obtaining a PDF flow chart of a nuclear power plant; and S2, performing pipeline detection identification, icon detection identification and text detection identification on the PDF flow chart based on different detection identification models to obtain an identification result list. The detection and recognition model is established at least partially based on a deep learning network. And S3, converting the identification result list into a DWG drawing, and carrying out pipeline topological relation and icon topological relation establishment and association coding on the DWG drawing. And S4, generating a digital flow chart according to the pipeline topological relation, the icon topological relation and the codes. According to the method, the problems of low recognition accuracy, difficulty in topology analysis, insufficient automation degree and the like in a flow chart digitalization process in the prior art can be solved, so that the intelligent processing capability of the flow chart is improved, and efficient and accurate flow chart digitalization is realized.

The invention discloses a knowledge question-answering method and device based on graph structure arrangement, equipment and a medium, and relates to the technical field. The method comprises the following steps: receiving an interaction operation based on an interaction interface of a front end, and constructing a flow chart based on a preset semantic node library in response to the interaction operation and serializing the flow chart into a description file; the back end receives and analyzes the description file, and constructs an executable graph structure; driving the graph structure to operate based on a LangGraph engine; node system injection and module registration are configured to support node expansion; and executing question answering, and pushing an intermediate result generated by the node and a final answer to the interactive interface in real time. According to the method, the intelligence, the flexibility and the controllability of the process arrangement of the knowledge question-answering system are improved.

The embodiment of the invention discloses an automatic matching method and system based on a process engine template, a storage medium and electronic equipment. The method comprises the following steps: acquiring a business demand; constructing a plurality of flow chart templates and scene templates based on the business requirements; in response to a template selection request, selecting corresponding flow chart templates and scene templates from the plurality of flow chart templates and scene templates; and in response to a generation request of the business process, automatically assembling and matching the selected flow chart template and the scene template to generate the business process. According to the automatic matching method based on the process engine template, the problem that the process engine template cannot be automatically matched in the prior art is solved.

The application discloses a kind of based on two-flow chart state space model's watershed water quality multi-step forecast uncertainty quantification method and system, comprising: based on water quality monitoring section and its observation data, construct watershed hydraulic topology chart and space-time tensor;Two-flow chart state space model is constructed, including: two-flow chart convolution space fusion module, time series evolution module based on state space model, quantile regression decoder and global spatiotemporal comprehensive loss function;Based on global spatiotemporal comprehensive loss function, the model is jointly trained and parameter optimization, simultaneously optimize the central tendency prediction and distribution boundary prediction of data in unified computational graph, and carry out uncertainty quantification index evaluation.The application can simultaneously fuse river network physical topology and long time series evolution law, and can output the method with statistical significance of prediction confidence interval, to realize the accurate quantification of future water quality state and its uncertainty.

A kind of spacecraft control system user demand automatic generation method based on C code, algorithm encapsulation is carried out using C compiling technology;Then state flow chart and program flow chart are built, and user demand simulation C code is edited to carry out controller design;Then the user edited user demand simulation C code is encapsulated into a C++ class that meets the interface requirements of mathematical simulation verification platform;Finally, the C code is automatically generated into a user demand Word document according to the template format, and the C language variables specified by the user for replacement are replaced into mathematical symbols, and the mathematical functions existing in the rule table are replaced into mathematical calculation expressed by mathematical symbol table. The present application realizes the encapsulation of mature and reliable C code, which is used as a standard component for writing software user demand, solves the problems of manual writing of spacecraft control system user demand, no effective tool for error checking, and inconsistency between user demand and simulation verification code.

The application discloses a kind of complex system FMECA-oriented multi-signal flow chart automatic construction technology.The FMECA-oriented multi-signal flow chart automatic construction technology is automatically constructed into multi-signal flow chart for FMECA file with non-standard and different expression, provides system intuitive fault propagation logic for maintenance troubleshooting personnel, improves fault diagnosis efficiency.The FMECA-oriented multi-signal flow chart automatic construction technology constrains the input of FMECA file by standardizing table header and designing ontology, and is divided into three steps: firstly, the fault event entity is analyzed by dictionary word segmentation and the TF-IDF value of each word segmentation is calculated to obtain the vector expression of the fault event entity;then, the fault event entity vectors are analyzed by the cosine of the weighted similarity of dynamic time warping, and the fault event entity pairs greater than a certain threshold are merged;finally, the corresponding nodes and their relationships of the multi-signal flow chart are obtained according to the standardized and simplified FMECA file under the constraint of ontology, and a complete multi-signal flow chart is constructed.

The present application relates to the technical field of flexible direct current transmission, and discloses a kind of control flow chart running time offline estimation method, the estimation method includes generating several embedded C codes to visual control flow chart, when generating, all function calls are unfolded in the form of inline function;Embedded C code is compiled into assembly code;Accumulate the code instruction cycle of each assembly instruction cycle to obtain code instruction cycle;Code instruction cycle is divided by the offline estimation result of the main frequency of processor calculated control flow chart running time.The present application can not depend on specific hardware platform and operating environment, can accurately estimate the running time of visual control flow chart offline, thereby intuitively positioning code running performance bottleneck, quickly predict code execution efficiency in development stage and guide subsequent optimization.