CN112083922A - Visual programming method, device, equipment and storage medium - Google Patents
Visual programming method, device, equipment and storage medium Download PDFInfo
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- 238000003860 storage Methods 0.000 title claims abstract description 12
- 238000010586 diagram Methods 0.000 claims abstract description 87
- 230000003993 interaction Effects 0.000 claims abstract description 15
- 238000012800 visualization Methods 0.000 claims description 12
- 238000001514 detection method Methods 0.000 claims description 10
- 238000004891 communication Methods 0.000 description 9
- 238000013461 design Methods 0.000 description 7
- 230000001960 triggered effect Effects 0.000 description 7
- 230000006870 function Effects 0.000 description 5
- 230000004048 modification Effects 0.000 description 4
- 238000012986 modification Methods 0.000 description 4
- 230000002159 abnormal effect Effects 0.000 description 3
- 230000002452 interceptive effect Effects 0.000 description 3
- 238000004590 computer program Methods 0.000 description 2
- 238000003825 pressing Methods 0.000 description 2
- 230000008569 process Effects 0.000 description 2
- 230000004044 response Effects 0.000 description 2
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- G06F8/30—Creation or generation of source code
- G06F8/34—Graphical or visual programming
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- G06F8/00—Arrangements for software engineering
- G06F8/40—Transformation of program code
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Abstract
The application relates to a visual programming method, a visual programming device, visual programming equipment and a storage medium, wherein the visual programming device comprises the following components: determining the control and the executive component which need to be programmed currently in a preset control database with the control and the executive component preset in a human-computer interaction interface according to the control and executive component selection instruction; acquiring a configuration instruction of attribute parameters, wherein the configuration instruction at least comprises parameter configuration information of a control and an executive component; carrying out parameter configuration on the parameters of the control and the executive component according to the configuration instruction; acquiring address information of the control and the executive component, and establishing an association relation between the control and the executive component according to the address information to obtain an operation logic diagram of the control for controlling the executive component; and compiling the operation logic diagram to obtain a program file corresponding to the operation logic diagram. According to the method and the device, the program is edited visually, the user can realize the logic setting of the program without writing codes, and the development difficulty of the program is reduced.
Description
Technical Field
The present application relates to the field of program design methods, and in particular, to a visual programming method, apparatus, device, and storage medium.
Background
At present, when a human-computer interaction interface is designed, a high-level programming language is generally used, and when a designer manufactures function controls in a working area of a design interface, the required controls are firstly dragged to the working area, and then logic compiling is carried out on the background through the high-level programming language such as C/C + +/C #/Java/Js, so that logic control among the controls is realized.
The above prior art solutions have the following drawbacks: the interface design method has the advantages that the interface design difficulty is high due to the adoption of a high-level programming language, the requirement is high, the reproducibility is not strong, the logic design is complex, the international standard is not met, the requirement on a designer is high, the operation is inconvenient and the like.
Disclosure of Invention
In order to solve the technical problem of high difficulty in designing and manufacturing an interface, the application provides a visual programming method, a visual programming device, visual programming equipment and a storage medium.
The application provides a visual programming method, which adopts the following technical scheme:
a visual programming method, comprising:
determining a control and an executive component which need to be programmed currently in a preset control database with the control and the executive component preset in a human-computer interaction interface according to a control and executive component selection instruction, wherein the control and the executive component are respectively provided with attribute parameters for realizing a trigger event;
acquiring a configuration instruction of the attribute parameters of the control and the execution piece, wherein the configuration instruction at least comprises attribute parameter configuration information of the control and the execution piece, and the attribute parameters at least comprise address information of the control and the execution piece, control parameters of the control and execution parameters of the execution piece;
carrying out parameter configuration on the parameters of the control and the executive component according to the configuration instruction;
acquiring address information of the control and the executive component, and establishing an association relation between the control and the executive component according to the address information to obtain an operation logic diagram of the control for controlling the executive component;
and compiling the operation logic diagram to obtain a program file corresponding to the operation logic diagram.
By adopting the technical scheme, the control and the executive component which need to be programmed are selected on the preset human-computer interaction interface, the attribute parameter configuration instruction is obtained to carry out attribute parameter configuration on the control and the executive component, then the connection between the control and the executive component is established based on the address information of the control and the executive component, the operation logic diagram is obtained, and then the operation logic diagram is compiled, so that the corresponding operation logic program file is obtained. In the whole programming process, a user only needs to select the control and the executive component and configure the logic parameters without mastering a certain programming language, the logic parameters can be modified, the user can check or modify the content, the user can conveniently and visually know the program logic, the programming is convenient and simple to edit and modify, and the requirement on the programming capability of the user is reduced.
Preferably, the performing parameter configuration on the parameter of the control according to the configuration instruction includes:
analyzing the configuration instruction, and extracting attribute parameter configuration information of the control from the configuration instruction;
acquiring the parameter information appointed to be modified by the attribute parameter configuration information based on the attribute parameter configuration information;
and modifying the corresponding attribute parameters according to the attribute parameter information.
By adopting the technical scheme, after parameter configuration information is analyzed, parameter position information required to be modified is obtained, the parameters are adjusted to the corresponding parameter positions, and the related parameters of the control are changed, so that the control changes the corresponding expression form according to the adjustment of the parameters.
Preferably, the obtaining address information of the control and the execution element, and establishing an association relationship between the control and the execution element according to the address information to obtain the operation logic diagram of the control controlling the execution element includes:
acquiring first address information of the control and second address information of the execution piece;
configuring the associated address of the control as the second address information, and configuring the associated address of the execution piece as the first address information;
the control sends an instruction to the execution piece according to the second address information, and the execution piece receives the instruction to execute a corresponding event to obtain an operation logic diagram of the control controlling the execution piece.
By adopting the technical scheme, the control logic of the target execution piece controlled by the control and the address information corresponding to the target execution piece are determined according to the trigger event information of the configuration instruction, so that the incidence relation between the control and the target execution piece is established, the running logic diagram of the control target execution piece is obtained, the incidence relation between the control and the target execution piece is established based on the control logic and the address, the control can more accurately control the target execution piece to perform corresponding operation, and the control accuracy rate is improved.
Preferably, the determining whether the operation logic diagram is correct according to the operation result includes:
judging whether the operation of the operation logic diagram is normal or not;
if the logic diagram is normal, the operation logic diagram is correct;
and if not, showing the configuration parameters of each control and execution element in the operation logic diagram.
By adopting the technical scheme, the operating logic diagram is determined to be correct when the operation is normal according to the operating result, and the operating logic diagram is compiled to further obtain a corresponding program file; and when the operation is abnormal, the configuration parameters of each control and execution piece in the operation logic diagram are displayed, so that a user can conveniently check and modify the configuration parameters of each control and execution piece.
In a second aspect, the present application provides a visual programming device, which adopts the following technical solutions:
a visual programming apparatus comprising:
the determining module is used for determining the control and the executive component which need to be programmed currently in a preset control database with the control and the executive component preset in the man-machine interaction interface according to the control and executive component selection instruction, wherein the control and the executive component are respectively provided with attribute parameters for realizing the triggering event;
the acquisition module is used for acquiring a configuration instruction of the attribute parameters of the control and the execution piece, wherein the configuration instruction at least comprises attribute parameter configuration information of the control and the execution piece, and the attribute parameters at least comprise address information of the control and the execution piece, control parameters of the control and execution parameters of the execution piece;
the configuration module is used for carrying out parameter configuration on the parameters of the control and the executive component according to the configuration instruction;
the association module is used for acquiring address information of the control and the execution piece, establishing an association relation between the control and the execution piece according to the address information and obtaining an operation logic diagram of the control for controlling the execution piece;
and the compiling module is used for compiling the operation logic diagram to obtain a program file corresponding to the operation logic diagram.
In a third aspect, the present application provides a visualization programming device, which adopts the following technical solution:
a visual programming apparatus comprising a memory and a processor, the memory having stored thereon a computer program that can be loaded by the processor and that executes the visual programming method described above.
In a fourth aspect, the present application provides a computer storage medium, which adopts the following technical solutions:
a computer storage medium having stored thereon a computer program that can be loaded by a processor and that executes any of the above-described visual programming methods.
In summary, the present application includes at least one of the following beneficial technical effects:
selecting a control to be programmed according to a control selection instruction on a preset human-computer interaction interface, acquiring a configuration instruction of the control, carrying out related modification on parameters of the control according to the configuration instruction, then determining an execution piece controlled by the control according to a trigger event of the control, establishing a related connection between the control and the execution piece, and further obtaining an operation logic diagram of the control for controlling the execution piece. In the whole programming process, a user only needs to modify the logic parameters of the control without mastering a certain programming language, and the logic parameters can be modified, so that the user can check or modify the content, the programming is convenient and simple to edit and modify, and the requirement on the programming capability of the user is reduced.
Drawings
FIG. 1 is a schematic flow chart diagram illustrating a first embodiment of a visual programming method according to the present application;
FIG. 2 is a schematic view of a detailed flow chart of an embodiment of step S30 in FIG. 1;
FIG. 3 is a schematic view of a detailed flow chart of an embodiment of step S40 in FIG. 1;
FIG. 4 is a schematic flow chart diagram illustrating a second embodiment of a visual programming method according to the present application;
FIG. 5 is a schematic flow chart diagram illustrating a third embodiment of a visual programming method according to the present application;
fig. 6 is a functional block diagram of an embodiment of a visual programming apparatus according to the present application.
Detailed Description
The present application is described in further detail below with reference to figures 1-6.
The embodiment of the application discloses a visual programming method.
Referring to fig. 1, fig. 1 is a schematic flowchart of a first embodiment of a visual programming method according to the present application. In an embodiment of the present application, the visual programming method includes:
step S10: determining a control and an executive component which need to be programmed currently in a preset control database with the control and the executive component preset in a human-computer interaction interface according to a control and executive component selection instruction, wherein the control and the executive component are respectively provided with attribute parameters for realizing a trigger event;
step S20: acquiring a configuration instruction of the attribute parameters of the control and the execution piece, wherein the configuration instruction at least comprises attribute parameter configuration information of the control and the execution piece, and the attribute parameters at least comprise address information of the control and the execution piece, control parameters of the control and execution parameters of the execution piece;
step S30: carrying out parameter configuration on the parameters of the control and the executive component according to the configuration instruction;
step S40: acquiring address information of the control and the executive component, and establishing an association relation between the control and the executive component according to the address information to obtain an operation logic diagram of the control for controlling the executive component;
step S50: and compiling the operation logic diagram to obtain a program file corresponding to the operation logic diagram.
In the embodiment of the application, firstly, a control and an executive component which need to be programmed are called to an interactive interface according to a control and executive component selection instruction in a preset control database of the human-computer interactive interface, wherein the control and the executive component are positioned in any design area of the human-computer interactive interface and can be composed of a plurality of buttons and/or a plurality of display windows. In the human-computer interaction interface, a user calls the control and the executive component from a preset control and executive component database to a design interface to design the running logic according to the requirement.
After determining the control and the executive component which need to be programmed, acquiring an attribute parameter configuration instruction of the control and the executive component, calling an attribute parameter configuration interface corresponding to the control and the executive component according to the parameter configuration instruction, and configuring corresponding parameters according to the parameter configuration instruction. The property parameters of the control include, but are not limited to, a control representation form and the triggering logic of the control of the executive. Control representations include, but are not limited to, size, color, etc. of the control; the trigger logic may be that the executive responds to a corresponding event according to a signal issued by the control. The attribute parameters of the control can also comprise control functions, wherein the control has pressed and non-pressed functions, for example, the state function of the control can be that the lamp is triggered to be turned on by pressing, or the lamp is triggered to be turned off by pressing; correspondingly, the control part can be set to be turned off when not pressed, and the lamp is turned on when pressed. Besides, the executing element can be a picture besides a lamp, an alarm and other elements, and when the control is associated with the picture, the display and hiding of the picture can be controlled.
And controlling the execution piece to execute corresponding different operations according to different configurations of the attribute parameters of the control piece and the execution piece, and generating different events. According to the configuration instruction of the attribute parameters, establishing an association relation according to the address information of the control and the execution piece, providing a link for the control to control the execution piece, so that the instruction information of the control is sent to the target execution piece, the target execution piece carries out a corresponding response event according to the received instruction information to obtain an operation logic diagram of the control to control the execution piece, and then compiling the operation logic diagram to obtain a program file of the operation logic diagram.
For example, a switch control and a lamp executing element are selected, and after the switch and the lamp are configured, the switch and the lamp are associated in a matching manner, so that the switch controls the on or off state of the lamp, and further an operation logic diagram of the switch-controlled lamp is obtained, and a program file of the operation logic diagram is obtained through compiling.
Referring to fig. 2, fig. 2 is a schematic view of a detailed flow of the step S30 in fig. 1. In the embodiment of the present application, step S30 includes:
step S31: analyzing the configuration instruction, and extracting attribute parameter configuration information of the control from the configuration instruction;
step S32: acquiring attribute parameter information appointed to be modified by the attribute parameter configuration information based on the attribute parameter configuration information;
step S33: and modifying the corresponding attribute parameters according to the attribute parameter information.
In the embodiment of the application, the configuration instruction is generated by a user based on the input of the human-computer interaction interface, and is analyzed, so that the parameter configuration information carried in the configuration instruction is obtained, and the attribute parameters of the corresponding control are modified according to the parameter configuration information. The input form of the configuration instruction can be that a user parameter configuration template is provided in a human-computer interaction interface, a user enters modification values at corresponding parameter positions, the system modifies the corresponding parameters of the control into the specified modification values of the user according to the modification values entered by the user, and the attribute parameters of the control are changed, so that the expression form or the function setting of the control is modified.
For example, the size, color, coordinates, and the like are preset for the attribute parameter control of the control, the parameter configuration information of the control or the execution element is extracted from the configuration instruction, and if the configuration information obtained by extraction is "control size: width 64 and height 138; and (3) control coordinates: left 135 upper 32; a timeout of 10000; a PLC 200; and the repetition times is 10', the size, the color and the attribute parameters of the control or the executive are correspondingly modified according to the configuration information.
Referring to fig. 3, fig. 3 is a schematic view of a detailed flow of the step S40 in fig. 1. In the embodiment of the present application, step S40 includes:
step S41: acquiring first address information of the control and second address information of the execution piece;
step S42: configuring the associated address of the control as the second address information, and configuring the associated address of the execution piece as the first address information;
step S43: the control sends an instruction to the execution piece according to the second address information, and the execution piece receives the instruction to execute a corresponding event to obtain an operation logic diagram of the control controlling the execution piece.
In the embodiment of the application, in order to determine to establish the association relationship between the control and the execution piece, the association address corresponding to the control and the execution piece is specified in the configuration instruction of the attribute parameter, and the association relationship between the control and the execution piece is established by configuring the communication address. The address of the executive component to be controlled is configured in the control, the address of the control is configured and received in the executive component, the control sends a control instruction to the executive component corresponding to the configured communication address, and the executive component receives the instruction of the control and executes corresponding response operation. In addition, when the connection relation is that the control 1 controls the execution part 1, if the connection relation is that a plurality of controls control 1 control the execution part, the operation of the joint control execution part is realized by setting the association requirements among the controls. Further, configuring an address corresponding to the controlled control for the current control, and configuring a communication address of the control to be received by the executive. Wherein, if there are controls of both receiving object and sending object, the communication addresses of the receiving object and the sending object need to be configured respectively.
For example, it is determined that the current control a controls the lamp 1 based on the configuration instruction, the communication address of the lamp 1 is configured on the control a, and the communication address of the control a is configured on the lamp 1. If the control A and the control B cooperatively control the lamp 1, and the control B can be triggered when the control A is triggered, the control A is connected with the control B, the control B is connected with the lamp 1, the control A configures a communication address of the control B, a receiving address on the control B configures the communication address of the control A, a sending address configures the communication address of the lamp 1, when the control A is triggered, an unlocking signal is sent to the control B, after the control B receives the unlocking signal, the control B can be triggered, and when the control B is triggered in an unlocking state, a control signal is sent to the lamp 1.
Referring to fig. 4, fig. 4 is a flowchart illustrating a second embodiment of the visual programming method of the present application. In the embodiment of the present application, after step S50, the method includes:
step S60: acquiring a detection instruction;
step S70: according to the detection instruction, operating the detection instruction to designate a detection object to obtain an operation result, wherein the detection object at least comprises a single control or a single execution piece or the whole operation logic diagram;
step S80: and determining whether the operation logic diagram is correct or not according to the operation result.
In the embodiment of the application, in order to ensure that the established running logic diagram is correct, before the running logic diagram is compiled into a program file, the running logic diagram is executed to determine whether the running logic diagram can run normally. And if the operation logic diagram can normally operate, compiling the operation logic diagram into a corresponding program file.
And further, detecting whether the operation logic diagram normally operates to obtain an operation result, and if the operation result shows that the operation logic diagram normally operates, compiling the operation logic diagram to generate a program file corresponding to the operation logic diagram.
Referring to fig. 5, fig. 5 is a schematic flowchart of a third embodiment of the visual programming method of the present application. In this embodiment of the application, the step S80 includes:
step S81: judging whether the operation of the operation logic diagram is normal or not;
step S821: if the operation logic diagram is normal, determining that the operation logic diagram is not wrong, and compiling the operation logic diagram to obtain a program file corresponding to the operation logic diagram;
step S822: and if not, showing the configuration parameters of each control and execution element in the operation logic diagram.
In the embodiment of the application, whether the operation of the operation logic diagram is normal or not is determined according to the operation result, and when the operation logic diagram operates normally, the operation logic diagram is compiled to obtain the program file of the operation logic diagram. When the operation logic diagram is abnormal, configuration errors of the attribute parameters of the control or the execution piece may exist, and the attribute parameters of each control and the execution piece in the operation logic diagram are displayed on the interpersonal interaction interface. If the control cannot send out the control command or the executive component does not respond to the control command, the operation logic diagram is judged to be abnormal in operation.
For example, the running control A controls the running logic diagram of the execution part B, if the control A normally controls the execution part B to execute event triggering, the running control A runs normally, the running logic diagram is compiled, and a program file for controlling the execution part B to execute event triggering is generated; and if the control A controls the execution piece B to operate abnormally, displaying the attribute parameters of the control A and the execution piece B on an interpersonal interaction interface for a user to check the attribute parameters and modify the attribute parameters according to the requirement.
Referring to fig. 6, fig. 6 is a functional module schematic diagram of an embodiment of the visual programming apparatus of the present application. In an embodiment of the present application, the visual programming apparatus includes:
the determining module 10 is configured to determine a control and an execution element which need to be programmed currently in a preset control database in which the control and the execution element are preset in a human-computer interaction interface according to a control and execution element selection instruction, where the control and the execution element are both provided with attribute parameters for implementing a trigger event;
an obtaining module 20, configured to obtain a configuration instruction of a property parameter, where the configuration instruction at least includes parameter configuration information of a control and an execution element, and the property parameter at least includes address information of the control and the execution element, a control parameter of the control, and an execution parameter of the execution element;
the configuration module 30 is configured to perform parameter configuration on the parameters of the control and the execution element according to the configuration instruction;
the association module 40 is configured to obtain address information of the control and the execution element, and establish an association relationship between the control and the execution element according to the address information to obtain an operation logic diagram of the control controlling the execution element;
and the compiling module 50 is configured to compile the operation logic diagram to obtain a program file corresponding to the operation logic diagram.
The invention provides a visualization programming device, which is characterized by comprising a memory and a processor, and a visualization programming program stored on the memory and executable on the processor, wherein the visualization programming program, when executed by the processor, implements the steps of the visualization programming method as described in the above embodiments.
The invention also provides a computer storage medium.
In this embodiment, the computer storage medium has stored thereon a visual programming program, which when executed by a processor implements the steps of the visual programming method as described in any one of the above embodiments.
The above embodiments are preferred embodiments of the present application, and the protection scope of the present application is not limited by the above embodiments, so: all equivalent changes made according to the structure, shape and principle of the present application shall be covered by the protection scope of the present application.
Claims (10)
1. A visual programming method, characterized by: the method comprises the following steps:
determining a control and an executive component which need to be programmed currently in a preset control database with the control and the executive component preset in a human-computer interaction interface according to a control and executive component selection instruction, wherein the control and the executive component are respectively provided with attribute parameters for realizing a trigger event;
acquiring a configuration instruction of the attribute parameters of the control and the execution piece, wherein the configuration instruction at least comprises attribute parameter configuration information of the control and the execution piece, and the attribute parameters at least comprise address information of the control and the execution piece, control parameters of the control and execution parameters of the execution piece;
carrying out parameter configuration on the parameters of the control and the executive component according to the configuration instruction;
acquiring address information of the control and the executive component, and establishing an association relation between the control and the executive component according to the address information to obtain an operation logic diagram of the control for controlling the executive component;
and compiling the operation logic diagram to obtain a program file corresponding to the operation logic diagram.
2. A visualization programming method according to claim 1, wherein the performing parameter configuration on the parameters of the control and the execution element according to the configuration instruction comprises:
analyzing the configuration instruction, and extracting attribute parameter configuration information of the control from the configuration instruction;
acquiring attribute parameter information appointed to be modified by the attribute parameter configuration information based on the attribute parameter configuration information;
and modifying the corresponding attribute parameters according to the attribute parameter information.
3. A visual programming method according to claim 1, wherein the obtaining address information of the control and the execution element, and establishing an association relationship between the control and the execution element according to the address information to obtain the operation logic diagram of the control controlling the execution element comprises:
acquiring first address information of the control and second address information of the execution piece;
configuring the associated address of the control as the second address information, and configuring the associated address of the execution piece as the first address information;
the control sends an instruction to the execution piece according to the second address information, and the execution piece receives the instruction to execute a corresponding event to obtain an operation logic diagram of the control controlling the execution piece.
4. A visual programming method according to claim 1, wherein after the step of compiling the operation logic diagram to obtain the program file corresponding to the operation logic diagram, the method includes:
acquiring a detection instruction;
according to the detection instruction, operating the detection instruction to designate a detection object to obtain an operation result, wherein the detection object at least comprises a single control or a single execution piece or the whole operation logic diagram;
and determining whether the operation logic diagram is correct or not according to the operation result.
5. A visual programming method according to claim 4, wherein said determining whether the running logic diagram is correct according to the running result comprises:
judging whether the operation of the operation logic diagram is normal or not;
if the operation logic diagram is normal, determining that the operation logic diagram is not wrong, and compiling the operation logic diagram to obtain a program file corresponding to the operation logic diagram;
and if not, showing the configuration parameters of each control and execution element in the operation logic diagram.
6. A visual programming apparatus, comprising:
the determining module is used for determining the control and the executive component which need to be programmed currently in a preset control database with the control and the executive component preset on a human-computer interaction interface according to the control and executive component selection instruction, wherein the control and the executive component are both provided with attribute parameters for realizing a trigger event;
the system comprises an acquisition module, a storage module and a control module, wherein the acquisition module is used for acquiring a configuration instruction of attribute parameters, the configuration instruction at least comprises parameter configuration information of a control and an execution piece, and the attribute parameters at least comprise address information of the control and the execution piece, control parameters of the control and execution parameters of the execution piece;
the configuration module is used for carrying out parameter configuration on the parameters of the control and the executive component according to the configuration instruction;
the association module is used for acquiring address information of the control and the execution piece, establishing an association relation between the control and the execution piece according to the address information and obtaining an operation logic diagram of the control for controlling the execution piece;
and the compiling module is used for compiling the operation logic diagram to obtain a program file corresponding to the operation logic diagram.
7. A visual programming apparatus according to claim 6, wherein said configuration module comprises:
the analysis unit is used for analyzing the configuration instruction and extracting attribute parameter configuration information of the control from the configuration instruction;
an obtaining unit configured to obtain attribute parameter information that is specified and modified by the attribute parameter configuration information, based on the attribute parameter configuration information;
and the modifying unit is used for modifying the corresponding attribute parameters according to the attribute parameter information.
8. A visual programming apparatus according to claim 6 wherein said association module comprises:
the acquiring unit is used for acquiring first address information of the control and second address information of the executing piece;
the configuration unit is used for configuring the associated address of the control as the second address information and configuring the associated address of the execution piece as the first address information;
and the execution unit is used for sending an instruction to the execution piece according to the second address information, and the execution piece receives the instruction and executes a corresponding event to obtain an operation logic diagram of the execution piece controlled by the control piece.
9. A visualization programming device comprising a memory, a processor, and a visualization programming program stored on the memory and executable on the processor, the visualization programming program when executed by the processor implementing the steps of the visualization programming method as recited in any one of claims 1-5.
10. A computer storage medium, characterized in that the computer storage medium has stored thereon a visualization programming program which, when executed by a processor, implements the steps of the visualization programming method according to any of claims 1-5.
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| CN112700011A (en) * | 2020-12-31 | 2021-04-23 | 第四范式（北京）技术有限公司 | Intelligent agent decision information display method and device, electronic equipment and storage medium |
| CN114968032A (en) * | 2021-04-27 | 2022-08-30 | 广州地铁集团有限公司 | Service processing method, device, equipment and computer readable storage medium |
| CN116541305A (en) * | 2023-06-26 | 2023-08-04 | 京东方艺云(杭州)科技有限公司 | Abnormality detection method and device, electronic equipment and storage medium |
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