Control Method, Device, and Storage Medium of a CIM Data Processing System Based on a Hybrid C / S and B / S Mode

Abstract

The present application discloses a control method, device, and storage medium for a CIM data processing system based on a C / S and B / S hybrid mode, relating to the technical field of data processing. The method includes: if the data pipeline monitors the loading of CIM data, establishing a data directory structure of the CIM data in the data directory; determining the data type value, data size value, number of data rows value, and operation scenario value corresponding to the CIM data based on the processing recommendation module; determining a recommended tag for the CIM data according to the data type value, the data size value, the number of data rows value, and the operation scenario value, where the recommended tag points to the browser side or the server side; and associating the recommended tag in the data directory structure. The present application overcomes the technical problem that when processing CIM data in a conventional technical solution, the CIM data is limited to one end of C / S or B / S, resulting in low processing efficiency, and improves the efficiency of processing data.

Description

Technical Field

[0001] This application relates to the technical field of data processing, and in particular, to a control method, device, and storage medium for a CIM data processing system based on a hybrid C / S and B / S mode. Background Art

[0002] CIM (City Information Modeling) is an urban information complex in a three-dimensional digital space constructed by integrating urban spatio-temporal multi-scale information model data and urban perception data.

[0003] In related CIM data processing solutions, CIM data processing is mainly carried out through either C / S (Client / Server) or B / S (Browser / Server). However, if a C / S mode system is used for CIM data processing, it is limited by the CPU performance of desktop computers and insufficient memory and disk resources, and the resource expansion is limited. When processing large amounts of CIM data, the processing speed is slow and the overall efficiency is low. If a B / S mode system is used for CIM data processing, it is limited by the limited browser rendering ability, does not support multi-threading and SIMD (Single Instruction Multiple Data) optimization. In the case of rendering large amounts of data, the data rendering ability of the browser is poor, resulting in data preview lag under large amounts of data.

[0004] Therefore, when processing CIM data with conventional technical solutions, CIM data is limited by either C / S or B / S, resulting in low processing efficiency.

[0005] The above content is only used to assist in understanding the technical solution of this application, and does not represent an admission that the above content is prior art. Summary of the Invention

[0006] The main purpose of this application is to provide a control method, device, and storage medium for a CIM data processing system based on a hybrid C / S and B / S mode, aiming to solve the technical problem that when processing CIM data with conventional technical solutions, CIM data is limited by either C / S or B / S, resulting in low processing efficiency.

[0007] To achieve the above purpose, this application proposes a control method for a CIM data processing system based on a hybrid C / S and B / S mode. The method includes:

[0008] If the data pipeline detects the loading of CIM data, establish a data directory structure for the CIM data in the data directory;

[0009] Based on the processing recommendation module, determine the data type value, data size value, number of data rows value, and operation scenario value corresponding to the CIM data;

[0010] Determine a recommendation tag for the CIM data according to the data type value, the data size value, the number of data rows value, and the operation scenario value, where the recommendation tag points to the browser side or the server side;

[0011] Associate the recommendation tag in the data directory structure.

[0012] In one embodiment, the step of determining the data type value, data size value, number of data rows value, and operation scenario value corresponding to the CIM data based on the processing recommendation module includes:

[0013] The processing recommendation module determines the metadata of the CIM data through the CIM data on the data directory structure;

[0014] Based on the metadata, determine the data type value, the data size value, the number of data rows value, and the operation scenario value corresponding to the CIM data.

[0015] In one embodiment, the step of determining the data type value, data size value, number of data rows value, and operation scenario value corresponding to the CIM data based on the metadata includes:

[0016] Determine the data type value according to the mapping relationship of the data type in the metadata;

[0017] Determine the data size value according to the value of the data size in the metadata;

[0018] Determine the number of data rows value according to the value of the number of data rows in the metadata;

[0019] Determine the operation scenario value according to the mapping relationship of the operation scenario in the metadata.

[0020] In one embodiment, the step of determining the recommendation tag for the CIM data according to the data type value, the data size value, the number of data rows value, and the operation scenario value includes:

[0021] Determine a recommendation value according to the data type value, the data size value, the number of data rows value, and the operation scenario value;

[0022] If the recommendation value is less than or equal to a threshold, the processing recommendation module generates a first recommendation tag;

[0023] If the recommended value is greater than the threshold value, the processing recommendation module generates a second recommendation flag;

[0024] Present the first recommendation flag or the second recommendation flag on the data directory structure.

[0025] In one embodiment, after the step of associating the recommendation flag in the data directory structure, the method further includes:

[0026] Display the data directory structure corresponding to the data directory on the terminal;

[0027] Determine the CIM data included in the data directory structure;

[0028] If a click action on the target CIM data is detected, display the recommendation flag corresponding to the target CIM data.

[0029] In one embodiment, the client includes a first data processing module and a data storage module. After the step of, if a click action on the target CIM data is detected, displaying the recommendation flag corresponding to the target CIM data, the method further includes:

[0030] If the client is selected to process the target CIM data, the first data processing module updates the target CIM data according to the operation instruction and outputs a first target result;

[0031] The data storage module updates the data directory structure with the first target result and stores a cache of the first target result in the data storage module;

[0032] Upon receiving the storage instruction from the operation terminal, store the first target result in the repository through the data storage module.

[0033] In one embodiment, the server further includes a second data processing module. After the step of, if a click action on the target CIM data is detected, displaying the recommendation flag corresponding to the target CIM data, the method further includes:

[0034] If the browser is selected to process the target CIM data, when the second data processing module receives a trigger instruction, it updates the target CIM data according to the trigger instruction;

[0035] Output a second target result according to the updated target CIM data and store it in the repository through the data pipeline.

[0036] In one embodiment, the step of establishing the data directory structure of the CIM data in the data directory includes:

[0037] The data directory generates a directory tree according to the CIM data;

[0038] According to the directory tree, the data directory structure is determined.

[0039] In addition, to achieve the above object, the present application also provides a CIM data processing system device, which includes: a memory, a processor, and a computer program stored on the memory and executable on the processor, and the computer program is configured to implement the steps of the method as described above.

[0040] In addition, to achieve the above object, the present application also provides a storage medium, which is a computer-readable storage medium, and a computer program is stored on the storage medium, and when the computer program is executed by a processor, it implements the steps of the control method of the CIM data processing system based on the hybrid mode of C / S and B / S as described above.

[0041] The present application provides a control method for a CIM data processing system based on the hybrid mode of C / S and B / S, including: if the data pipeline monitors the loading of CIM data, establishing a data directory structure of the CIM data in the data directory; determining the data type value, data size value, data row number value, and operation scenario value corresponding to the CIM data based on the processing recommendation module; determining a recommendation tag for the CIM data according to the data type value, the data size value, the data row number value, and the operation scenario value, and the recommendation tag points to the browser side or the server side; associating the recommendation tag in the data directory structure. Based on the design of the processing recommendation model, personalized recommendations for both ends are realized, thereby improving the data processing efficiency.

[0042] In summary, the present application fully integrates the advantages and applicable scenarios of both ends, and then realizes personalized recommendations through the design of the processing recommendation model, overcoming the technical problem that when processing CIM data in a conventional technical solution, the CIM data is limited to one end of C / S or B / S, resulting in low processing efficiency, and improving the efficiency of processing data. BRIEF DESCRIPTION OF THE DRAWINGS

[0043] The drawings here are incorporated into the specification and form a part of this specification, showing embodiments consistent with the present application, and are used together with the specification to explain the principles of the present application.

[0044] In order to more clearly illustrate the technical solutions in the embodiments of the present application or the prior art, the following will briefly introduce the drawings required for use in the description of the embodiments or the prior art. Obviously, for those of ordinary skill in the art, other drawings can be obtained based on these drawings without creative efforts.

[0045] Figure 1 Schematic flow diagram of the first embodiment of the control method for the CIM data processing system based on the C / S and B / S hybrid mode of the present application;

[0046] Figure 2 Schematic flow diagram of the second embodiment of the control method for the CIM data processing system based on the C / S and B / S hybrid mode of the present application;

[0047] Figure 3 Schematic flow diagram of the third embodiment of the control method for the CIM data processing system based on the C / S and B / S hybrid mode of the present application;

[0048] Figure 4 Schematic flow diagram of the fourth embodiment of the control method for the CIM data processing system based on the C / S and B / S hybrid mode of the present application;

[0049] Figure 5 Schematic flow diagram of the fifth embodiment of the control method for the CIM data processing system based on the C / S and B / S hybrid mode of the present application;

[0050] Figure 6 Schematic flow diagram of the sixth embodiment of the control method for the CIM data processing system based on the C / S and B / S hybrid mode of the present application;

[0051] Figure 7 Schematic flow diagram of the seventh embodiment of the control method for the CIM data processing system based on the C / S and B / S hybrid mode of the present application;

[0052] Figure 8 Schematic flow diagram of the eighth embodiment of the control method for the CIM data processing system based on the C / S and B / S hybrid mode of the present application;

[0053] Figure 9 Schematic diagram of the CIM data processing system based on the C / S and B / S hybrid mode of the present application;

[0054] Figure 10 Schematic diagram of the structure of the CIM data processing system equipment of the present application.

[0055] The realization of the purpose, functional characteristics and advantages of the present application will be further described with reference to the embodiments and the accompanying drawings. Detailed implementation manners

[0056] It should be understood that the specific embodiments described herein are only used to explain the technical solutions of the present application and are not used to limit the present application.

[0057] When processing CIM data with conventional technical solutions, the CIM data is limited to one end of C / S or B / S, resulting in low processing efficiency.

[0058] This application provides a solution: If CIM data loading is detected through the data pipeline, a data directory structure for the CIM data is established in the data directory; then, based on the processing recommendation module, the data type value, data size value, number of data rows value, and operation scenario value corresponding to the CIM data are determined; the recommended tag for the CIM data is determined according to the data type value, data size value, number of data rows value, and operation scenario value, and the recommended tag points to the browser side or the server side; finally, the recommended tag is associated in the data directory structure. By fully integrating the advantages and applicable scenarios of both ends and then implementing personalized recommendations through the design of the processing recommendation model, this application overcomes the technical problem that when processing CIM data in conventional technical solutions, the CIM data is limited to one end of C / S or B / S, resulting in low processing efficiency, and improves the efficiency of processing data.

[0059] It should be noted that the execution subject of this embodiment can be a computing service device with data processing, network communication, and program running functions, such as a tablet computer, a personal computer, a mobile phone, etc., or an electronic device, a CIM data processing system device, an operation system, etc. that can implement the above functions. Hereinafter, taking the CIM data processing system device as an example, this embodiment and the following embodiments will be described.

[0060] To better understand the technical solution of this application, the following will be described in detail in combination with the specification drawings and specific implementation manners.

[0061] The embodiment of this application provides an operation method for an electronic program guide, referring to Figure 1 , Figure 1 is a schematic flowchart of the first embodiment of the control method for the CIM data processing system based on the C / S and B / S hybrid mode of this application.

[0062] In this embodiment, the control method for the CIM data processing system based on the C / S and B / S hybrid mode is applied to the CIM data processing system. The CIM data processing system includes a terminal and a server. The terminal includes a client and a browser side. The server includes a processing recommendation module, a data directory, and a data pipeline. The method includes steps S10 to S40:

[0063] Step S10, if the data pipeline detects the loading of CIM data, a data directory structure for the CIM data is established in the data directory;

[0064] In this embodiment, the CIM data processing system includes: a client, a browser-side, and a server-side. The server-side includes: a processing recommendation module, a data directory, and a data pipeline. The client provides services by installing client software on a desktop computer and connecting to a remote server. Its server-side has relatively weak functions, and the main CIM data management and governance logic and data storage are carried out in the client software. The browser-side runs in the browser of the desktop computer, and the server-side runs on the server in the remote computer room. The storage and processing logic of the data are both carried out on the server-side. The server-side is responsible for processing requests initiated by the user on the client, performing corresponding processing, and returning the results to the client or the browser-side. The processing recommendation module makes recommendations for data terminals. The data directory generates the data directory structure. The data pipeline monitors and reads and writes data loading.

[0065] As an alternative implementation, if the data pipeline detects the loading of CIM data, based on the CIM data, a corresponding directory tree is generated through the data directory, and a data directory structure is established according to the directory tree.

[0066] Step S20, determine the data type value, data size value, number of data rows value, and operation scenario value corresponding to the CIM data based on the processing recommendation module;

[0067] In this embodiment, the processing recommendation module can obtain the corresponding data type value, data size value, number of data rows value, and operation scenario value through the CIM data. The data type value is defined according to different data types, including BIM data, GIS data, IoT data, and business data. The data size value is defined according to different data sizes, including 50MB size, 100MB size, 500MB size, 1GB size, greater than 1GB size, and None size. The number of data rows value is defined according to different numbers of data rows, including 50,000 rows, 100,000 rows, 500,000 rows, 1,000,000 rows, greater than 1,000,000 rows, and None rows. The operation scenario value is defined according to different operation scenarios, including rendering operation scenario, editing operation scenario, and analysis and calculation operation scenario.

[0068] As an alternative implementation, obtain the metadata corresponding to the CIM data through the processing recommendation module, and determine the data type value, data size value, number of data rows value, and operation scenario value corresponding to the CIM data through the metadata.

[0069] Step S30, determine the recommendation tag of the CIM data according to the data type value, the data size value, the number of data rows value, and the operation scenario value, and the recommendation tag points to the browser-side or the server-side;

[0070] In this embodiment, there are two types of recommendation tags. One is that if the processing recommendation module determines that the data is more suitable for client - side processing, then the data is marked as "suitable for client - side processing". The second is that if the processing recommendation module determines that the data is more suitable for browser - side processing, then the data is marked as "suitable for browser - side processing".

[0071] As an alternative implementation, a recommendation value is determined based on the data type value, the data size value, the data row number value, and the operation scenario value, and a recommendation tag is generated according to the recommendation value. The recommendation tag points to the browser - side or the server - side.

[0072] Step S40: Associate the recommendation tag in the data directory structure.

[0073] In this embodiment, the data directory can create directory nodes associated with the storage location of CIM data and can read and write the CIM data through a data pipeline.

[0074] As an alternative implementation, each CIM data in the data directory structure is associated with the corresponding recommendation tag.

[0075] Exemplarily, when a CIM data is stored, the data pipeline will detect the loading of new CIM data, establish a data directory structure for the CIM data through the data directory. The processing recommendation module determines the data type value, data size value, data row number value, and operation scenario value corresponding to the CIM data, then determines the recommendation value through the data type value, data size value, data row number value, and operation scenario value, and further determines the corresponding recommendation tag. Finally, the recommendation tag is associated with the data directory structure of the CIM data.

[0076] Exemplarily, the data pipeline encapsulates unified read - write interfaces for BIM data, GIS data, IoT data, and business data repositories, and uses the read - write interfaces of the HTTP protocol to implement the read - write operations of the above - mentioned data, and realizes segmented or paged read - write of the data. For BIM data, its original model supports segmented reading, and the parsed geometric data supports paged reading; for GIS data, GIS data stored in file form supports segmented reading, and GIS data stored in spatial database form supports paged reading; for IoT data, due to its characteristic of real - time data, a cache repository is created to store the data for a certain period of time, and it supports paged reading of IoT data from the cache repository; business data is generally stored in a relational database and supports paged reading of data.

[0077] Since personalized recommendations are achieved through the design of the processing recommendation model, the technical problem of low processing efficiency caused by the limitation of CIM data to either the C / S or B / S end when processing CIM data in conventional technical solutions is overcome, and the efficiency of data processing is improved.

[0078] Based on any of the above embodiments, in the second embodiment of the present application, with reference to Figure 2 , Figure 2 The flowchart of the second embodiment of the control method for the CIM data processing system based on the hybrid mode of C / S and B / S of the present application. Step S20 includes steps A11 to A12:

[0079] Step A11, the processing recommendation module determines the metadata of the CIM data through the CIM data on the data directory structure;

[0080] In this embodiment, the metadata of the CIM data includes information such as data type, data size, number of data rows, operation scenario, etc.

[0081] As an optional implementation manner, the processing recommendation module parses the CIM data on the data directory structure to obtain the data type, data size, number of data rows, and operation scenario.

[0082] Step A12, based on the metadata, determine the data type value, data size value, data row value, and operation scenario value corresponding to the CIM data.

[0083] In this embodiment, the address associated with the data points to the data ID, and the data can be uniquely located in the repository through the data ID. For the data mounted through the data directory, the metadata information of the parsed data will be obtained, including information such as data type, data size, number of data rows, and spatial coordinate system.

[0084] As an optional implementation manner, based on the data type, data size, number of data rows, and operation scenario of the CIM data, determine the data type value, data size value, data row value, and operation scenario value corresponding to the CIM data.

[0085] Exemplarily, the processing recommendation module parses the CIM data mounted on the data directory structure to obtain the metadata of the CIM data, and then based on the data type, data size, number of data rows, and operation scenario in the metadata, determine the data type value, data size value, data row value, and operation scenario value corresponding to the CIM data.

[0086] Since multiple types of data are comprehensively used to judge the recommendation terminal of the CIM data, the accuracy of the judgment of this solution is improved, and the effect of accurate judgment is achieved.

[0087] Based on any of the above embodiments, in the third embodiment of the present application, referring to Figure 3 , Figure 3 is a schematic flowchart of the third embodiment of the control method for the CIM data processing system based on the C / S and B / S hybrid mode of the present application. Step A12 includes steps B11 to B14:

[0088] Step B11, determine the data type value according to the mapping relationship of the data types in the metadata;

[0089] In this embodiment, the data type value is determined by {BIM data (x1)|x1 = 0.9, GIS data (x2)|x2 = 0.9, IoT data (x3)|x3 = 1, business data (x4)|x4 = 1.5}.

[0090] As an alternative implementation, determine the data type value according to the BIM data, GIS data, IoT data, business data in the data type and the corresponding quantitative relationship.

[0091] Step B12, determine the data size value according to the numerical value of the data size in the metadata;

[0092] In this embodiment, the data size value is determined by {50MB (s1)|s1 = 1.3, 100MB (s2)|s2 = 1.2, 500MB (s3)|s3 = 1, 1GB (s4)|s4 = 0.9, greater than 1GB (s5)|s5 = 0.8, None (s6)|s6 = 1}.

[0093] As an alternative implementation, determine the data size value according to the 50MB size, 100MB size, 500MB size, 1GB size, greater than 1GB size, None size in the data size and the corresponding quantitative relationship.

[0094] Step B13, determine the data row number value according to the numerical value of the number of data rows in the metadata;

[0095] In this embodiment, the number of data rows is determined by {50,000 (s1)|s1 = 1.3, 100,000 (s2)|s2 = 1.2, 500,000 (s3)|s3 = 1, 1,000,000 (s4)|s4 = 0.9, greater than 1,000,000 (s5)|s5 = 0.8, None (s6)|s6 = 1}.

[0096] As an alternative implementation, determine the data row number value according to the 50,000 number of rows, 100,000 number of rows, 500,000 number of rows, 1,000,000 number of rows, greater than 1,000,000 number of rows, None number of rows in the number of data rows and the corresponding quantitative relationship.

[0097] Step B14. Determine the operation scenario value according to the mapping relationship of the operation scenario in the metadata.

[0098] In this embodiment, the operation scenario value is determined by {rendering operation (q1)|q1 = 0.5, editing operation (q2)|q2 = 0.6, analysis and calculation (q3)|q3 = 1.5}.

[0099] As an alternative implementation, determine the operation scenario value according to the rendering operation, editing operation, analysis and calculation in the operation scenario and the quantitative relationship.

[0100] Exemplarily, for the processing mode recommendation module, its recommendation model is designed as follows:

[0101] Data type value (M): M = {BIM data (x1)|x1 = 0.9, GIS data (x2)|x2 = 0.9, IoT data (x3)|x3 = 1, business data (x4)|x4 = 1.5}.

[0102] Data size value (S): S = {50MB (s1)|s1 = 1.3, 100MB (s2)|s2 = 1.2, 500MB (s3)|s3 = 1, 1GB (s4)|s4 = 0.9, greater than 1GB (s5)|s5 = 0.8, None (s6)|s6 = 1}.

[0103] Data row number value (N): N = {50,000 (s1)|s1 = 1.3, 100,000 (s2)|s2 = 1.2, 500,000 (s3)|s3 = 1, 1,000,000 (s4)|s4 = 0.9, greater than 1,000,000 (s5)|s5 = 0.8, None (s6)|s6 = 1}.

[0104] Operation scenario value (Q): Q = {rendering operation (q1)|q1 = 0.5, editing operation (q2)|q2 = 0.6, analysis and calculation (q3)|q3 = 1.5}.

[0105] Since it combines formulas and comprehensively judges multiple data, it overcomes the problem of inaccurate judgment, improves the reliability of the recommendation scheme, and achieves the effect of accurate recommendation.

[0106] Based on any of the above embodiments, in the fourth embodiment of the present application, with reference to Figure 4 , Figure 4 is the flowchart of the fourth embodiment of the control method of the CIM data processing system based on the C / S and B / S hybrid mode of the present application. Step S30 includes steps C11 - C14:

[0107] Step C11. Determine the recommended value according to the data type value, the data size value, the data row number value, and the operation scenario value;

[0108] In this embodiment, the recommended value is defined by the data type value, the data size value, the data row number value, and the operation scenario value, and the recommended value is a way to judge the optimal terminal.

[0109] As an alternative implementation, the recommended value is calculated according to the data type value, the data size value, the data row number value, the operation scenario value, and the corresponding quantitative relationship.

[0110] Step C12, if the recommended value is less than or equal to the threshold, the processing and recommendation module generates a first recommendation flag;

[0111] In this embodiment, the threshold is a numerical value and also a judgment condition. The recommended terminal is judged by the division of the threshold, and the threshold can be adjusted. The first recommendation flag is to recommend using the client to process CIM data.

[0112] As an alternative implementation, when the recommended value is less than the threshold, the processing and recommendation module generates a first recommendation flag for recommending using the client to process CIM data.

[0113] Step C13, if the recommended value is greater than the threshold, the processing and recommendation module generates a second recommendation flag;

[0114] In this embodiment, the second recommendation flag is to recommend using the browser side to process CIM data.

[0115] As an alternative implementation, when the recommended value is greater than the threshold, the processing and recommendation module generates a second recommendation flag for recommending using the browser side to process CIM data.

[0116] Step C14, present the first recommendation flag or the second recommendation flag on the data directory structure.

[0117] In this embodiment, both the first recommendation flag and the second recommendation flag will be associated with the corresponding CIM data in the data directory structure and presented on the page of this CIM data. When the customer uses it, the first recommendation flag or the second recommendation flag will provide a reference for the customer and help the customer select the terminal.

[0118] As an alternative implementation, the first recommendation flag or the second recommendation flag is associated with the corresponding CIM data in the data directory structure and presented on the data directory structure.

[0119] Exemplarily, when the recommended value corresponding to the CIM data is calculated based on the data type value, data size value, number of data rows value, and operation scenario value corresponding to the CIM data, and the recommended value is less than the threshold, a first recommendation flag is generated through the processing recommendation module, indicating that the CIM data is suitable for data processing using the client, and the first recommendation flag is associated with the CIM data in the data directory structure.

[0120] Since different recommendation flags are used to prompt the user to perform data processing using the most appropriate processing method, the problem that the user cannot judge the most suitable processing method is overcome, and the judgment efficiency of the solution is improved.

[0121] Based on any of the above embodiments, in the fifth embodiment of the present application, with reference to Figure 5 , Figure 5 FIG. is a schematic flowchart of the fifth embodiment of the control method for the CIM data processing system based on the C / S and B / S hybrid mode of the present application. After step S40, steps D11 to D13 are further included:

[0122] Step D11, display the data directory structure corresponding to the data directory in the terminal;

[0123] In this embodiment, data is managed through the data directory, and the data directory structure generated by the data directory defines the location and path of the data.

[0124] As an alternative implementation, if the client is used, the data directory structure corresponding to the data directory is displayed on the page of the client.

[0125] As an alternative implementation, if the browser is used, the data directory structure corresponding to the data directory is displayed on the page of the browser.

[0126] Step D12, determine the CIM data included in the data directory structure;

[0127] In this embodiment, the data directory structure includes the location and path of the CIM data. At the same time, the sub-directory structure of the CIM data includes BIM data, GIS data, IoT data, and business data.

[0128] As an alternative implementation, sort out the data directory structure, identify the location and path of the CIM data in the data directory, and verify the integrity of the CIM data.

[0129] Step D13, if a click action on the target CIM data is detected, display the recommendation flag corresponding to the target CIM data.

[0130] In this embodiment, the click action is the click behavior of the user on the target data when selecting data on the terminal.

[0131] As an alternative implementation, when the terminal detects the click action of the user on the target CIM data, it identifies the clicked target CIM data, obtains the corresponding recommended tag, and displays it on the page.

[0132] Exemplarily, when receiving the click information of the user on the first CIM data in the data directory structure, the first CIM data in the data directory structure is determined and presented on the page. If the recommended tag corresponding to the first CIM data is the first recommended tag, the first recommended tag is also displayed on the page.

[0133] Due to the bound display of the recommended tag and the directory data structure, the problem that the user cannot accurately judge the most suitable terminal is overcome, the efficiency of judging the most suitable terminal is improved, and the effect of efficient data processing is achieved.

[0134] Based on any of the above embodiments, in the sixth embodiment of the present application, refer to Figure 6 , Figure 6 This is a schematic flowchart of the sixth embodiment of the control method for the CIM data processing system based on the C / S and B / S hybrid mode of the present application. The client includes a first data processing module and a data storage module. After step D13, steps E11 to E13 are further included:

[0135] Step E11, if it is selected that the client processes the target CIM data, the first data processing module updates the target CIM data according to the operation instruction and outputs the first target result;

[0136] In this embodiment, the client includes a first data loading module, a first data rendering module, a first data processing module, and a data storage module. The first data loading module is located on the client and is responsible for loading the required data into the client for subsequent processing, analysis, and use. The first data rendering module renders the CIM data into a visual image and presents it on the client. The operation instructions include operations such as data editing, governance, and analysis. The first target result is that the user implements the operation instruction to update the CIM data and obtains the updated CIM data.

[0137] As an alternative implementation, the first data processing module updates the CIM data by performing data editing, data governance, and data analysis, and outputs the updated CIM data.

[0138] As an alternative implementation, the data directory structure is loaded into the client by the first data loading module, and the CIM data is rendered in the map area of the client by the data rendering module, and the recommended marks are displayed on the page of the client.

[0139] Step E12, the data storage module updates the data directory structure with the first target result, and stores the cache of the first target result in the data storage module;

[0140] In this embodiment, the data storage module is located in the client and temporarily stores the cache of the updated CIM data. When the user chooses to save, the cache is stored in the repository.

[0141] As an alternative implementation, the data storage module updates the data directory structure according to the first target result, and stores the cache of the first target result in the data storage module. If a storage instruction is received, the cache is stored in the repository.

[0142] Step E13, upon receiving the storage instruction from the operation terminal, the first target result is stored in the repository through the data storage module.

[0143] In this embodiment, the storage instruction is an instruction sent by the user to the server to execute storage by clicking or selecting the storage option. The operation terminal includes the client.

[0144] As an alternative implementation, upon receiving the storage instruction triggered by the operation terminal clicking the storage option, the first target result is transmitted to the repository for storage through the data storage module.

[0145] Exemplarily, the C / S client loads the directory tree structure through the data directory of the server and displays it in the client, with a mark indicating whether to recommend the client for processing. The user can click in the directory tree to load data into the client, and the rendering module visualizes the loaded data. The user can then perform processing operations on the data in the visualization operation panel. After the client completes data processing, it is pushed back to the data directory module of the server through the storage module and saved to the database through the data pipeline.

[0146] Since the client can be selected for data processing, previewing data is smoother under a large amount of data, overcoming the problem of being unable to perform effective browsing and editing operations when the data volume is too large, and improving the efficiency of data processing.

[0147] Based on any of the above embodiments, in the seventh embodiment of the present application, referring to Figure 7 , Figure 7This is a schematic flowchart of the seventh embodiment of the control method for the CIM data processing system based on the C / S and B / S hybrid mode in this application. The server further includes a second data processing module. After step D13, steps F11 to F12 are further included:

[0148] Step F11, if it is selected to process the target CIM data on the browser side, when the second data processing module receives a trigger instruction, and updates the target CIM data according to the trigger instruction;

[0149] In this embodiment, the browser side includes a second data loading module and a second data rendering module. The second data loading module is located on the browser side and is responsible for loading the required data into the client for subsequent processing, analysis, and use. The second data rendering module renders the CIM data into a visual image and presents it on the browser side. The second data processing module can perform data management and governance operations. The trigger instruction is transmitted by the second data loading module. When the user performs management operations or data governance operations on the browser side, the second data loading module generates and sends the trigger instruction. The second target result is that the user executes the operation instruction to make the second data loading module generate and send the trigger instruction, and the second data processing module updates the CIM data according to the trigger instruction to obtain the updated CIM data.

[0150] As an alternative implementation, the second data processing module receives the trigger instruction for the governance operation transmitted by the second loading module, and the second data processing module performs the governance operation on the CIM data according to the trigger instruction to obtain and output the second target result.

[0151] As an alternative implementation, the data directory structure is loaded into the browser side through the second data loading module, and the CIM data is rendered in the map area of the browser side by using the data rendering module, and the recommended mark is displayed on the page of the browser side.

[0152] Step F12, according to the updated target CIM data, output the second target result and store it in the repository through the data pipeline.

[0153] In this embodiment, when performing data processing operations on the browser side, the data updates caused by the operations are transmitted to the repository on the server for storage at regular intervals.

[0154] As an alternative implementation, the second target result obtained by updating the CIM data according to the trigger instruction by the second data processing module is stored in the repository.

[0155] Exemplarily, the B / S client loads the directory tree structure through the data directory of the server and displays it on the browser page, with a mark indicating whether the client is recommended for processing. The user can click on the directory tree to load data into the browser, and the rendering module renders and visualizes the loaded data on the page. Operation data processing actions can be triggered in the visualization panel, and the specific data processing logic is carried out in the data processing module of the server. Finally, the processed result data is written back to the database through the data pipeline.

[0156] Since the browser side can be selected for data processing, the processing speed is faster when processing large amounts of CIM data, improving the efficiency of data processing.

[0157] Based on any of the above embodiments, in the eighth embodiment of the present application, refer to Figure 8 , Figure 8 This is a schematic flowchart of the eighth embodiment of the control method for the CIM data processing system based on the C / S and B / S hybrid mode of the present application. Step S10 includes steps G11 to G12:

[0158] Step G11, the data directory generates a directory tree according to the CIM data;

[0159] In this embodiment, the directory tree is a data structure used to represent the hierarchical structure of directories and files in the file system. The data directory is located on the server and is used for generating the data directory structure.

[0160] As an optional implementation manner, the data directory generates a directory tree based on the CIM data and displays the recommended mark on the directory tree.

[0161] Step G12, determine the data directory structure according to the directory tree.

[0162] In this embodiment, the data directory structure refers to the way data is organized and managed in the storage system. It involves data classification and storage location. The data directory structure can change according to data updates and carries a recommended mark.

[0163] As an optional implementation manner, the data directory structure is generated by arranging multiple directory trees.

[0164] Exemplarily, the data directory can create directory nodes, and the directory nodes can enter information such as data name, data pointing address, description, data type, etc. Sub-directory nodes can also be created under the directory nodes to form a complete data directory structure. Among them, the data pointing address is associated with the data ID, and the data can be uniquely located in the repository through the data ID.

[0165] Due to the generation of the corresponding data directory structure, it is convenient for users to determine the required CIM data, overcoming the problem of difficult data search and improving the efficiency of data search.

[0166] Exemplarily, to facilitate the understanding of the implementation process of the CIM data processing system based on the C / S and B / S hybrid mode of the present application, please refer to Figure 9 , Figure 9 which is a schematic diagram of the CIM data processing system based on the C / S and B / S hybrid mode of the present application. The specific data flow steps are as follows:

[0167] Step (1), the CIM data provides a unified read / write data interface to the upper layer through the data pipeline.

[0168] Step (2), the data directory module can create directory nodes associated with the storage location of the CIM data and can read and write the CIM data through the data pipeline. Through the unified interfaces of the data directory, the data pipeline, and the data loading modules on the client / browser side, data intercommunication between the client and the browser is achieved.

[0169] Step (3), the processing mode recommendation module can calculate a recommended value according to the recommendation model. If the recommended value <= 1, it is recommended to use the client for processing; if the recommended value > 1, it is recommended to use the browser for processing; this recommendation flag is marked in the data directory, and the user can view this recommendation through the data directory page.

[0170] Step (4), if the user chooses to use the client for processing, the client loads the data to the local through the data loading module via the data directory. The data rendering module renders the data in the client map area. The user can perform operations such as data editing, governance, and analysis based on this data. After completing the operation and outputting the result, the data storage module uses the data directory module to attach the directory to the result data and write it back to the repository.

[0171] Step (5), if the user chooses to use the browser for processing, the browser loads the data from the data directory to the browser through the data loading module. The data rendering module of the browser renders the data on the page. The user can perform data management and governance operations based on this data. When the operation is triggered, the data will perform corresponding management or governance operations in the data processing module on the server side. After outputting the result, the user can choose to write the result data back to the repository through the data pipeline.

[0172] It should be noted that the above examples are only for understanding the present application and do not constitute a limitation on the control method of the CIM data processing system based on the C / S and B / S hybrid mode of the present application. Any simple transformations in more forms based on this technical concept are within the protection scope of the present application.

[0173] The present application provides a CIM data processing system device, and the CIM data processing system device includes: at least one processor; and a memory communicatively connected to the at least one processor; wherein, the memory stores instructions executable by the at least one processor, and the instructions are executed by the at least one processor to enable the at least one processor to execute the control method of the CIM data processing system based on the hybrid mode of C / S and B / S in the first embodiment above.

[0174] Reference is made below to Figure 10 , which shows a schematic structural diagram of a CIM data processing system device suitable for implementing the embodiments of the present application. The CIM data processing system device in the embodiments of the present application may include, but is not limited to, mobile terminals such as mobile phones, laptop computers, digital broadcast receivers, personal digital assistants (PDAs, Personal Digital Assistants), tablet computers (PADs, Portable Application Descriptions), portable multimedia players (PMPs, Portable Media Players), vehicle-mounted terminals (such as vehicle-mounted navigation terminals), etc., and fixed terminals such as digital TVs, desktop computers, etc. Figure 10 The CIM data processing system device shown is only an example and should not impose any limitation on the functions and usage scope of the embodiments of the present application.

[0175] As Figure 10As shown, the CIM data processing system device may include a processing device 1001 (such as a central processing unit, a graphics processing unit, etc.), which may perform various appropriate actions and processes according to a program stored in a read-only memory (ROM) 1002 or a program loaded from a storage device 1003 into a random access memory (RAM) 1004. In the random access memory 1004, various programs and data required for the operation of the CIM data processing system device are also stored. The processing device 1001, the read-only memory 1002, and the random access memory 1004 are connected to each other through a bus 1005. An input / output (I / O) interface 1006 is also connected to the bus. Generally, the following systems may be connected to the I / O interface 1006: an input device 1007 including, for example, a touch screen, a touchpad, a keyboard, a mouse, an image sensor, a microphone, an accelerometer, a gyroscope, etc.; an output device 1008 including, for example, a liquid crystal display (LCD), a speaker, a vibrator, etc.; a storage device 1003 including, for example, a magnetic tape, a hard disk, etc.; and a communication device 1009. The communication device 1009 may allow the CIM data processing system device to communicate with other devices wirelessly or wiredly to exchange data. Although the figure shows a CIM data processing system device having various systems, it should be understood that it is not required to implement or have all the shown systems. More or fewer systems may be implemented or had alternatively.

[0176] In particular, according to the embodiments disclosed in the present application, the processes described above with reference to the flowcharts may be implemented as computer software programs. For example, the embodiments disclosed in the present application include a computer program product, which includes a computer program carried on a computer-readable medium, and the computer program includes program codes for performing the methods shown in the flowcharts. In such an embodiment, the computer program may be downloaded and installed from a network through the communication device, or installed from the storage device 1003, or installed from the read-only memory 1002. When the computer program is executed by the processing device 1001, the above functions defined in the methods of the embodiments disclosed in the present application are executed.

[0177] The CIM data processing system device provided by this application adopts the control method of the CIM data processing system based on the C / S and B / S hybrid mode in the above-mentioned embodiment, which can solve the technical problem that when processing CIM data by the conventional technical solution, the CIM data is limited to one end of C / S or B / S, resulting in low processing efficiency. Compared with the prior art, the beneficial effects of the CIM data processing system device provided by this application are the same as those of the control method of the CIM data processing system based on the C / S and B / S hybrid mode provided in the above-mentioned embodiment, and other technical features in the CIM data processing system device are the same as those disclosed in the method of the previous embodiment, which will not be elaborated here.

[0178] It should be understood that each part disclosed in this application can be implemented by hardware, software, firmware or a combination thereof. In the description of the above embodiments, specific features, structures, materials or characteristics can be combined in a suitable manner in any one or more embodiments or examples.

[0179] The above is only the specific implementation manner of this application, but the protection scope of this application is not limited thereto. Any person skilled in the art can easily think of changes or substitutions within the technical scope disclosed in this application, and all of them should be covered by the protection scope of this application. Therefore, the protection scope of this application should be subject to the protection scope of the claims.

[0180] This application provides a computer-readable storage medium with computer-readable program instructions (i.e., computer programs) stored thereon, and the computer-readable program instructions are used to execute the control method of the CIM data processing system based on the C / S and B / S hybrid mode in the above-mentioned embodiment.

[0181] The computer-readable storage medium provided by this application can be, for example, a USB flash drive, but is not limited to electrical, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices, or components, or any combination of the above. More specific examples of computer-readable storage media may include, but are not limited to: electrical connections with one or more wires, portable computer disks, hard disks, random access memory (RAM), read-only memory (ROM), erasable programmable read-only memory (EPROM), or flash memory, optical fibers, portable compact disk read-only memory (CD-ROM), optical storage devices, magnetic storage devices, or any suitable combination of the above. In this embodiment, the computer-readable storage medium can be any tangible medium that contains or stores a program, which can be used by or in conjunction with an instruction execution system, device, or component. The program code contained on the computer-readable storage medium can be transmitted using any appropriate medium, including but not limited to: wires, optical cables, radio frequency (RF), etc., or any suitable combination of the above.

[0182] The above computer-readable storage medium can be included in a CIM data processing system device; or it can exist independently without being assembled into a CIM data processing system device.

[0183] The above computer-readable storage medium carries one or more programs. When the one or more programs are executed by a CIM data processing system device, the CIM data processing system device is caused to: if the data pipeline monitors the loading of CIM data, establish a data directory structure for the CIM data in the data directory; determine the data type value, data size value, number of data rows value, and operation scenario value corresponding to the CIM data based on the processing recommendation module; determine a recommended tag for the CIM data according to the data type value, the data size value, the number of data rows value, and the operation scenario value, where the recommended tag points to the browser side or the server side; and associate the recommended tag in the data directory structure.

[0184] Computer program code for performing the operations of this application can be written in one or more programming languages or combinations thereof. The above-mentioned programming languages include object-oriented programming languages such as Java, Smalltalk, C++, and also include conventional procedural programming languages such as the "C" language or similar programming languages. The program code can be executed entirely on the user's computer, partially on the user's computer, executed as an independent software package, partially on the user's computer and partially on a remote computer, or entirely on a remote computer or server. In the case of a remote computer, the remote computer can be connected to the user's computer through any kind of network, including a local area network (LAN) or a wide area network (WAN), or it can be connected to an external computer (for example, by using an Internet service provider to connect through the Internet).

[0185] The flowcharts and block diagrams in the accompanying drawings illustrate the possible architectures, functions, and operations of systems, methods, and computer program products according to various embodiments of this application. In this regard, each block in the flowchart or block diagram can represent a module, a program segment, or a part of code that contains one or more executable instructions for implementing the specified logical function. It should also be noted that in some alternative implementations, the functions marked in the blocks may occur in a different order than marked in the accompanying drawings. For example, two consecutive blocks shown may actually be executed substantially in parallel, and they may sometimes be executed in the reverse order, depending on the functions involved. It should also be noted that each block in the block diagram and / or flowchart, and the combination of blocks in the block diagram and / or flowchart, can be implemented by a dedicated hardware-based system that performs the specified functions or operations, or can be implemented by a combination of dedicated hardware and computer instructions.

[0186] The modules described in the embodiments of this application can be implemented in software or in hardware. Among them, the name of the module does not constitute a limitation to the unit itself in some cases.

[0187] The readable storage medium provided by this application is a computer-readable storage medium. The computer-readable storage medium stores computer-readable program instructions (i.e., computer programs) for executing the control method of the CIM data processing system based on the C / S and B / S hybrid mode, which can solve the technical problem that when processing CIM data in the conventional technical solution, the CIM data is limited to one end of C / S or B / S, resulting in low processing efficiency. Compared with the prior art, the beneficial effects of the computer-readable storage medium provided by this application are the same as those of the control method of the CIM data processing system based on the C / S and B / S hybrid mode provided in the above embodiments, and will not be elaborated here.

[0188] The above are only partial embodiments of this application, and do not limit the patent scope of this application accordingly. Any equivalent structural transformation made under the technical concept of this application by using the content of the specification and drawings of this application, or any direct / indirect application in other related technical fields is included in the patent protection scope of this application.

Claims

1. A control method for a CIM data processing system based on a hybrid C / S and B / S mode, characterized in that, Applied to a CIM data processing system, the CIM data processing system includes a terminal and a server. The terminal includes a client and a browser side, and the server includes a processing recommendation module, a data directory, and a data pipeline. The method includes: If the data pipeline monitors the loading of CIM data, establish a data directory structure of the CIM data in the data directory; The processing recommendation module parses the CIM data on the data directory structure to determine the metadata of the CIM data. Among them, the metadata includes data type, data size, number of data rows, and operation scenario; According to the BIM data, GIS data, IoT data, business data in the data type and the corresponding quantity relationship, determine the data type value; According to the various data sizes in the data size and the corresponding quantity relationship, determine the data size value. Among them, the data size includes 50MB, 100MB, 500MB, 1GB, greater than 1GB, None; According to the various data row numbers in the data row number and the corresponding quantity relationship, determine the data row number value. Among them, the data row number includes 50,000, 100,000, 500,000, 1,000,000, greater than 1,000,000, None; According to the rendering operation, editing operation, analysis calculation in the operation scenario and the quantity relationship, determine the operation scenario value; Based on the data type value, the data size value, the data row number value, and the operation scenario value corresponding to the CIM data; Calculate a recommendation value according to the data type value, the data size value, the data row number value, the operation scenario value and the corresponding quantity relationship; When the recommendation value is less than the threshold, the processing recommendation module generates a first recommendation mark for recommending to use the client to process the CIM data; When the recommendation value is greater than the threshold, the processing recommendation module generates a second recommendation mark for recommending to use the browser side to process the CIM data; The first recommendation mark or the second recommendation mark is associated with the corresponding CIM data in the data directory structure and presented on the data directory structure.

2. The control method of the CIM data processing system based on the C / S and B / S hybrid mode according to claim 1, characterized in that, After the step of associating the first recommendation mark or the second recommendation mark with the corresponding CIM data in the data directory structure and presenting it on the data directory structure, it further includes: Display the data directory structure corresponding to the data directory in the terminal; Determine the CIM data included in the data directory structure; If a click action on the target CIM data is detected, display the recommendation mark corresponding to the target CIM data.

3. The control method of the CIM data processing system based on the C / S and B / S hybrid mode as described in claim 2, wherein The client includes a first data processing module and a data storage module. After the step of detecting a click action on the target CIM data and displaying the recommendation mark corresponding to the target CIM data, it further includes: If the client is selected to process the target CIM data, the first data processing module updates the target CIM data according to the operation instruction and outputs a first target result; The data storage module updates the data directory structure with the first target result and stores the cache of the first target result in the data storage module; Upon receiving the storage instruction from the client, the first target result is stored in the repository through the data storage module.

4. The control method of the CIM data processing system based on the C / S and B / S hybrid mode according to claim 2, characterized in that, The server further includes a second data processing module. After the step of displaying the recommended tag corresponding to the target CIM data when a click action on the target CIM data is detected, the following steps are further included: If the browser side is selected to process the target CIM data, when the second data processing module receives a trigger instruction, the target CIM data is updated according to the trigger instruction; According to the updated target CIM data, a second target result is output and stored in the repository through the data pipeline.

5. The control method of the CIM data processing system based on the C / S and B / S hybrid mode according to claim 1, characterized in that, The step of establishing the data directory structure of the CIM data in the data directory includes: The data directory generates a directory tree according to the CIM data; According to the directory tree, the data directory structure is determined.

6. A CIM data processing system device, characterized in that, The device includes: a memory, a processor, and a computer program stored on the memory and executable on the processor. The computer program is configured to implement the steps of the CIM data processing system control method based on the C / S and B / S hybrid mode as described in any one of claims 1 to 5.

7. A storage medium, characterized in that, The storage medium is a computer-readable storage medium. A computer program is stored on the storage medium. When the computer program is executed by a processor, the steps of the CIM data processing system control method based on the C / S and B / S hybrid mode as described in any one of claims 1 to 5 are implemented.

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