CN110688105A - Visualization platform for algorithm integration verification deployment and service method thereof - Google Patents
Visualization platform for algorithm integration verification deployment and service method thereof Download PDFInfo
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Abstract
The invention discloses a visual platform for algorithm integration verification deployment and a service method thereof. The method can complete the integrated verification deployment of the algorithm in an icon operation mode, does not need to manually write codes, is efficient and convenient, saves manpower, and reduces the dependence of manpower and technology.
Description
Technical Field
The invention relates to the technical field of visualization platforms, in particular to a visualization platform for algorithm integration verification deployment and a service method thereof.
Background
For integrated verification and deployment of algorithms, the conventional method needs developers to do the following work: firstly, compiling a code to call a function interface provided by an algorithm library for integration, then verifying through debugging of the code, and completing the deployment of the algorithm by using a deployment tool after the verification is completed; the traditional algorithm integration verification deployment method has extremely high requirements on the level of developers, has huge workload, seriously restricts the working progress of algorithm users, increases the economic investment of the algorithm users, and is not beneficial to the rapid popularization of an algorithm library of the algorithm developers.
Disclosure of Invention
The present invention is directed to solving, at least to some extent, one of the technical problems in the related art. Therefore, the invention aims to provide a visual platform for integrated verification and deployment of algorithms and a service method thereof.
The visual platform for the algorithm integration verification deployment comprises an algorithm service display module, an algorithm service configuration production module, an algorithm service function module and an algorithm service operation module.
Preferably, the algorithm service display module comprises an algorithm platform display module, an algorithm icon dragging display module, an algorithm uploading display module and an algorithm verification operation display module;
the algorithm platform display module is used for displaying the overall interface layout of each algorithm and service tool in an icon form;
the algorithm icon dragging display module is used for dragging the algorithm icons when a user integrates an algorithm and connecting the algorithm icons through a connecting line;
the algorithm uploading display module is used for interface operation when a user uploads an algorithm and parameter input display required by the algorithm;
the algorithm verification operation display module is used for displaying an interface in the integrated algorithm verification operation process.
Preferably, the algorithm icon represents a corresponding algorithm or algorithm dependent component, and the connecting line represents a calling order and a data flow direction of the algorithm.
Preferably, the algorithm service configuration production module comprises an algorithm parameter configuration file production module and an algorithm layout configuration file production module;
the algorithm parameter configuration file production module is used for recording the generation and management of the attribute parameter configuration file of the algorithm uploaded by the user;
the algorithm layout configuration file production module is used for recording the interface layout when a user drags and generates mirror image service by using icons.
Preferably, the attribute parameters include input and output parameters of an algorithm and attributes of the algorithm.
Preferably, the algorithm service configuration production module comprises an algorithm parameter checking management function module, an algorithm layout checking management function module, an algorithm deployment management function module, an algorithm big data management function module and an algorithm operation management function module;
the algorithm parameter checking management function module is used for checking parameters of a management algorithm;
the algorithm layout checking management function module is used for checking the layout and the flow of the management algorithm;
the algorithm deployment management function module is used for packaging the icon dragged by a user to be a service and generating a corresponding mirror image after the icon is dragged by the user to be integrated;
the algorithm big data management function module is used for storing and managing various configuration files of the algorithm, various configuration files operated by a user and various parameters and attributes of the algorithm;
the algorithm operation management function module: for starting and running the integrated algorithm.
Preferably, the algorithm service operation module comprises an algorithm library operation logic control module and an algorithm library plug-in management module;
the algorithm library operation logic control module is used for controlling the algorithm to accurately operate according to the flow chart flow;
the algorithm library plug-in management module is used for controlling the management of the algorithm library in the operation process.
Preferably, the method steps are as follows:
s1: an algorithm developer submits the algorithm to a visualization platform;
s2: the developer drags and connects each algorithm icon through a tool of the visual platform to complete integration;
s3: and then, directly completing the test of the algorithm function on the platform, and completing the algorithm deployment after the algorithm is selected and used.
Preferably, the integration, testing and algorithm deployment are all completed by a visualization platform.
The beneficial effects of the invention are as follows:
(1) according to the method, the integrated verification deployment of the algorithm can be completed in an icon operation mode, manual code compiling is not needed, the method is efficient and convenient, manpower is saved, and the dependence on manpower and technology is reduced;
(2) the invention can quickly complete the integrated verification deployment of the algorithm and shorten the development period;
(3) the invention can carry out building block type splicing on the algorithms developed by different algorithm developers, thereby avoiding the problem of algorithm incompatibility among the different algorithm developers.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the principles of the invention and not to limit the invention. In the drawings:
FIG. 1 is a block diagram and a flowchart of a visualization platform for algorithm integration verification deployment and a service method thereof according to the present invention;
FIG. 2 is a functional module and a flowchart of algorithm uploading of a visualization platform for algorithm integration verification deployment and a service method thereof according to the present invention;
FIG. 3 is a module and a flowchart for algorithm dragging, integrating and deploying of a visualization platform for algorithm integration verification deployment and a service method thereof, provided by the invention;
fig. 4 is an algorithm operation function module and a flowchart of the visualization platform for algorithm integration verification deployment and the service method thereof provided by the invention.
Detailed Description
The present invention will now be described in further detail with reference to the accompanying drawings. These drawings are simplified schematic views illustrating only the basic structure of the present invention in a schematic manner, and thus show only the constitution related to the present invention.
Referring to fig. 1, a visualization platform for algorithm integration verification deployment includes an algorithm service display module, an algorithm service configuration production module, an algorithm service function module, and an algorithm service operation module.
Preferably, the algorithm service display module comprises an algorithm platform display module, an algorithm icon dragging display module, an algorithm uploading display module and an algorithm verification operation display module;
the algorithm platform display module is used for displaying the overall interface layout of each algorithm and service tool in an icon form;
the algorithm icon dragging display module is used for dragging the algorithm icons when a user integrates an algorithm and connecting the algorithm icons through a connecting line;
the algorithm uploading display module is used for interface operation when a user uploads an algorithm and parameter input display required by the algorithm;
and the algorithm verification operation display module is used for displaying an interface in the integrated algorithm verification operation process.
The algorithm icons represent corresponding algorithms or algorithm dependent components, and the connecting lines represent calling sequences and data flow directions of the algorithms.
The algorithm service configuration production module comprises an algorithm parameter configuration file production module and an algorithm layout configuration file production module;
the algorithm parameter configuration file production module is used for recording the generation and management of the attribute parameter configuration file of the algorithm uploaded by the user;
and the algorithm layout configuration file production module is used for recording the interface layout when the user drags and generates the mirror image service by using the icon.
The attribute parameters comprise input parameters and output parameters of the algorithm and attributes of the algorithm.
The algorithm service configuration production module comprises an algorithm parameter checking management function module, an algorithm layout checking management function module, an algorithm deployment management function module, an algorithm big data management function module and an algorithm operation management function module;
the algorithm parameter checking management function module is used for checking parameters of a management algorithm;
the algorithm layout checking management function module is used for checking the layout and the flow of the management algorithm;
the algorithm deployment management function module is used for packaging the icon dragged by a user to be a service and generating a corresponding mirror image after the icon is dragged by the user to be integrated;
the algorithm big data management function module is used for storing and managing various configuration files of the algorithm, various configuration files operated by a user and various parameters and attributes of the algorithm;
an algorithm operation management function module: for starting and running the integrated algorithm.
The algorithm service operation module comprises an algorithm library operation logic control module and an algorithm library plug-in management module;
the algorithm library operation logic control module is used for controlling the algorithm to accurately operate according to the flow chart flow;
and the algorithm library plug-in management module is used for controlling the management of the algorithm library in the operation process.
The method comprises the following steps:
s1: an algorithm developer submits the algorithm to a visualization platform;
s2: the developer drags and connects each algorithm icon through a tool of the visual platform to complete integration;
s3: and then, directly completing the test of the algorithm function on the platform, and completing the algorithm deployment after the algorithm is selected and used.
And the whole processes of integration, testing and algorithm deployment are completed by a visual platform.
The algorithm library operation logic control module is used for calling, algorithm retrieval and calling are carried out through algorithm big data in the operation process, the algorithm checking module can be used for detecting the correctness of the algorithm in the operation process, and correct data are transmitted to the user interface.
The design of various modules for the management and debugging of the algorithm is to feed back the algorithm to a user more quickly, accurately and completely, and sufficient data sources can be provided for the user through the use of big data of the algorithm, and the function modularization of the mode of management, calling and debugging among various modules is the core of a platform service method and is also a creative part.
Referring to fig. 2, an algorithm upload function embodiment:
(1) a user acquires an algorithm through an interface function, uploads a display module, fills in a label and parameters of the algorithm, and uploads an algorithm library according to platform function specifications, wherein the algorithm library provides a storage position of an algorithm parameter configuration file;
(2) and the algorithm parameter configuration file production module generates a configuration file corresponding to the algorithm according to the algorithm, the label and the parameters provided by the user. The configuration file may be in json or xml format, but is not limited to this format. Then converting the configuration file into an algorithm configuration file through data transmission, and transmitting the algorithm configuration file to an algorithm parameter checking function module;
(3) the algorithm parameter checking functional module carries out compliance checking on the received algorithm configuration file, basic contents such as the running speed, occupied space, cyclic redundancy and the like of the algorithm are checked after the checking is passed, and the basic contents are submitted to the algorithm big data management functional module after the checking is passed;
(4) the algorithm big data management function module completes the algorithm and the algorithm configuration file by using a big data filter, achieves the aims of complete function, accurate content and storage of various parameter labels, and provides the algorithm analysis capabilities of inquiry, portrait and the like.
Referring to fig. 3, an algorithm integration deploys the functional embodiment:
(1) the user selects the corresponding algorithm icon by filtering through the algorithm display module, and the functions supported by the display module include but are not limited to recommendation, classification, filtering, searching and other functions of the icon;
(2) a user drags the display module through the algorithm icon to build an algorithm flow of the user in a building block mode, the icon represents a corresponding algorithm, the connecting line represents a calling relation and a data flow direction among different algorithms, and resources needed by inputting the algorithms are supported in the dragging process.
(3) And the algorithm layout configuration file production module generates a configuration file corresponding to the layout according to the icon selected by the user, the drag-and-drop position and the input resource. The configuration file may be in json or xml format, but is not limited to this format. And then the layout configuration file is transmitted to an algorithm layout checking management function module.
(4) And the algorithm layout checking management function module performs compliance checking on the received layout configuration file, the checking is not returned to the algorithm layout configuration file production module, and if the checking is passed, the related resources are submitted to the algorithm big data management function module and the algorithm deployment management function module.
(5) The algorithm big data management function module completes storage of layout related resources and provides algorithm analysis capabilities of inquiry, portrait and the like.
(6) And the algorithm deployment management function module completes deployment of the application scene according to the received layout and the algorithm-related resources.
Referring to fig. 4, the algorithm runs a test function embodiment:
(1) the user carries out integrated or deployed algorithm verification operation through the algorithm verification operation display module;
(2) the algorithm operation management function module is responsible for converting the corresponding algorithm configuration file and the layout configuration file into a data structure or format required by the algorithm library operation logic control module so as to control the operation of the algorithm library.
(3) And the algorithm library operation logic control module executes the operation logic of the algorithm library according to the received control format and the convention.
(4) The algorithm library plug-in management module is responsible for managing the loading and the deletion of the algorithm library required to be used according to the requirement of the algorithm library operation logic control module.
The invention discloses a visual platform service method for algorithm integration verification deployment, which is applied to the fields of algorithm development, integration, verification and deployment. In the operation process of integration and verification deployment, codes do not need to be written, a visual tool form is completely used, the complexity of algorithm integration verification deployment is greatly reduced, the workload of algorithm integration verification deployment is greatly reduced, and the visual service platform tool is more intelligent due to the introduction of big data and algorithm representation.
The above description is only for the preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art should be considered to be within the technical scope of the present invention, and the technical solutions and the inventive concepts thereof according to the present invention should be equivalent or changed within the scope of the present invention.
Claims (9)
1. A visualization platform for algorithm integration verification deployment is characterized in that: the system comprises an algorithm service display module, an algorithm service configuration production module, an algorithm service function module and an algorithm service operation module.
2. The visualization platform for algorithmic integrated validation deployment of claim 1, wherein: the algorithm service display module comprises an algorithm platform display module, an algorithm icon dragging display module, an algorithm uploading display module and an algorithm verification operation display module;
the algorithm platform display module is used for displaying the overall interface layout of each algorithm and service tool in an icon form;
the algorithm icon dragging display module is used for dragging the algorithm icons when a user integrates an algorithm and connecting the algorithm icons through a connecting line;
the algorithm uploading display module is used for interface operation when a user uploads an algorithm and parameter input display required by the algorithm;
the algorithm verification operation display module is used for displaying an interface in the integrated algorithm verification operation process.
3. The visualization platform for algorithmic integrated validation deployment of claim 2, wherein: the algorithm icons represent corresponding algorithms or algorithm dependent components, and the connecting lines represent calling sequences and data flow directions of the algorithms.
4. The visualization platform for algorithmic integrated validation deployment of claim 1, wherein: the algorithm service configuration production module comprises an algorithm parameter configuration file production module and an algorithm layout configuration file production module;
the algorithm parameter configuration file production module is used for recording the generation and management of the attribute parameter configuration file of the algorithm uploaded by the user;
the algorithm layout configuration file production module is used for recording the interface layout when a user drags and generates mirror image service by using icons.
5. The visualization platform for algorithmic integrated validation deployment of claim 4, wherein: the attribute parameters comprise input parameters and output parameters of the algorithm and attributes of the algorithm.
6. The visualization platform for algorithmic integrated validation deployment of claim 1, wherein: the algorithm service configuration production module comprises an algorithm parameter checking management function module, an algorithm layout checking management function module, an algorithm deployment management function module, an algorithm big data management function module and an algorithm operation management function module;
the algorithm parameter checking management function module is used for checking parameters of a management algorithm;
the algorithm layout checking management function module is used for checking the layout and the flow of the management algorithm;
the algorithm deployment management function module is used for packaging the icon dragged by a user to be a service and generating a corresponding mirror image after the icon is dragged by the user to be integrated;
the algorithm big data management function module is used for storing and managing various configuration files of the algorithm, various configuration files operated by a user and various parameters and attributes of the algorithm;
the algorithm operation management function module: for starting and running the integrated algorithm.
7. The visualization platform for algorithmic integrated validation deployment of claim 1, wherein: the algorithm service operation module comprises an algorithm library operation logic control module and an algorithm library plug-in management module;
the algorithm library operation logic control module is used for controlling the algorithm to accurately operate according to the flow chart flow;
the algorithm library plug-in management module is used for controlling the management of the algorithm library in the operation process.
8. The visualization platform for algorithm integration verification deployment and the service method thereof according to any one of claims 1 to 7, wherein: the method comprises the following steps:
s1: an algorithm developer submits the algorithm to a visualization platform;
s2: the developer drags and connects each algorithm icon through a tool of the visual platform to complete integration;
s3: and then, directly completing the test of the algorithm function on the platform, and completing the algorithm deployment after the algorithm is selected and used.
9. The visualization platform for algorithmic integrated validation deployment of claim 8, wherein: and the whole process of integration, test and algorithm deployment is completed by a visual platform.
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN114461348A (en) * | 2022-02-14 | 2022-05-10 | 中冶赛迪重庆信息技术有限公司 | Interactive management platform for algorithmic services |
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| CN105354023A (en) * | 2015-10-20 | 2016-02-24 | 四川华控图形科技有限公司 | Visual logic editing runtime engine |
| CN105930460A (en) * | 2016-04-21 | 2016-09-07 | 重庆邮电大学 | Multi-algorithm-integrated big data analysis middleware platform |
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| CN104866585A (en) * | 2015-05-28 | 2015-08-26 | 华北计算技术研究所 | Comprehensive processing system for experimental flight-test data |
| CN105354023A (en) * | 2015-10-20 | 2016-02-24 | 四川华控图形科技有限公司 | Visual logic editing runtime engine |
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