Template engine-based supply chain data processing form interface rapid construction system

Abstract

The invention discloses a supply chain data processing form interface rapid construction system based on a template engine, and belongs to the technical field of template engines, and the system comprises a form data collection module which is used for collecting supply chain form real-time data; the form data processing module is used for processing the real-time data of the supply chain form; the form template creating module is used for pre-defining a supply chain form template label, verifying, editing and changing the supply chain form template, and determining an optimal supply chain form template; and the form interface construction module is used for generating a supply chain data processing form based on the supply chain form template engine. The problems that in the prior art, a form cannot be rapidly constructed based on a template engine, so that supply chain data entry and display efficiency is low, operation is tedious, and user requirements cannot be well met are solved. According to the method, the supply chain data processing form interface can be quickly constructed based on the template engine, so that the supply chain data entry and display efficiency is high, the operation is simple and convenient, and the user requirements can be well met.

Description

Technical Field

[0001] The present invention relates to the technical field of supply chain data processing, and in particular to a supply chain data processing form interface rapid construction system based on a template engine. Background Art

[0002] The supply chain is an overall functional network structure model that revolves around the core enterprise and controls the information flow, logistics, and capital flow, starting from the purchase of raw materials, making intermediate products and final products, and finally delivering the products to consumers through the sales network. It connects suppliers, manufacturers, distributors, retailers and end users. It can be divided into two categories: internal supply chain and external supply chain. Among them, supply chain data mainly includes the following types:

[0003] 1) Procurement data: including purchase orders, supplier information, procurement history, procurement contracts and payment information, etc.; these data help enterprises optimize procurement processes, control costs and ensure the stability of the supply chain. 2) Inventory data: including inventory quantity, inventory location, inventory status, inventory cost, etc.; accurate and real-time inventory data is crucial for enterprise supply chain management, and can help improve inventory management efficiency and reduce inventory costs. 3) Order data: including customer orders, sales orders, order status, return orders and order history, etc.; these data are crucial for enterprise sales and customer service, and can improve order processing efficiency and optimize sales processes. 4) Logistics data: including transportation methods, transportation time, transportation costs and logistics service quality, etc.; logistics data analysis can help optimize transportation and logistics networks, reduce costs and improve efficiency. 5) Production data: including production orders, production schedules, resource allocation and production costs, etc.; these data help enterprises optimize production plans, improve production efficiency and reduce production costs. 6) Financial data: including financial information related to the supply chain, such as procurement costs, inventory costs, transportation costs, etc.; these data are crucial for the financial management and cost control of enterprises. 7) Customer data: including customer information, sales data and customer feedback; these data help companies understand market demand, optimize sales strategies and improve customer satisfaction.

[0004] In actual projects, we often encounter the need to create a large number of repetitive supply chain forms. For example, a corporate website needs to add various forms for data entry and display, or needs to quickly develop some data collection tools for internal use. In this case, manually writing each supply chain form will be very inefficient and cumbersome.

[0005] The Chinese patent with publication number CN108156194B discloses a form data processing method, including: the client sends a form data processing request to the platform server; selects an intermediate server and sends the intermediate server identifier to the client, and the client sends the to-be-processed form data to the corresponding intermediate server based on the identifier; the platform server creates a form data processing task based on the to-be-processed form data, and distributes the client's form data processing task to the form processing node for processing according to the amount of the to-be-processed form data; the form processing node reads the required to-be-processed form data from the intermediate server and processes it; after completing the processing task, the form processing node sends a data storage request to one or more temporary storage servers; the form data processing method can provide secure data access and can process form data by submitting and obtaining. However, the patent has the following defects:

[0006] The existing supply chain forms cannot be quickly built based on the template engine, which makes data entry and display inefficient and cumbersome to operate, and cannot meet user needs well. Summary of the invention

[0007] The purpose of the present invention is to provide a supply chain data processing form interface rapid construction system based on a template engine, which can quickly construct a supply chain data processing form interface based on a template engine, so that data entry and display are efficient and easy to operate, which can better meet user needs and solve the problems raised in the above background technology.

[0008] To achieve the above object, the present invention provides the following technical solutions:

[0009] The supply chain data processing form interface based on the template engine quickly builds the system, including:

[0010] The form data collection module is used to collect text, image and sound information of supply chain forms from suppliers, manufacturers, distributors, retailers to end users, and determine the real-time data of supply chain forms based on big data;

[0011] The form data processing module is used to clean and convert the real-time data of the supply chain form based on big data, and determine the standardized real-time data of the supply chain form;

[0012] The form template creation module is used to predefine the supply chain form template label, verify and edit the supply chain form template, and determine the optimal supply chain form template;

[0013] The form interface construction module is used to generate a supply chain data processing form based on the supply chain form template engine, upload and download the supply chain data processing form and perform search and filtering operations, and display the supply chain data processing form interface based on the template engine in a visual form.

[0014] Preferably, the form data collection module includes:

[0015] A text collection unit is used to collect text information from supply chain forms from suppliers, manufacturers, distributors, retailers to end users, and obtain text data from supply chain forms;

[0016] An image acquisition unit, used to collect image information of supply chain forms from suppliers, manufacturers, distributors, retailers to end users, and obtain supply chain form image data;

[0017] A sound collection unit is used to collect sound information of supply chain forms from suppliers, manufacturers, distributors, retailers to end users, and obtain sound data of supply chain forms;

[0018] Among them, based on the supply chain form text data, the supply chain form image data and the supply chain form sound data, the real-time data of the supply chain form based on big data is determined.

[0019] Preferably, the form data processing module includes:

[0020] Data cleaning unit, used to clean real-time data of supply chain forms based on big data;

[0021] Among them, consistency checks are performed on real-time data of supply chain forms based on big data;

[0022] According to the data consistency requirements, check whether there is inconsistent data that is useless for the rapid construction of the supply chain data processing form interface in the real-time data of the supply chain form based on big data, and remove the inconsistent data that is useless for the rapid construction of the supply chain data processing form interface in the real-time data of the supply chain form based on big data;

[0023] Among them, the real-time data of the supply chain form based on big data is checked for invalid values ​​and missing values;

[0024] According to the requirements of data validity and integrity, check whether there are invalid values ​​and missing values ​​in the real-time data of the supply chain form based on big data that are useless for the rapid construction of the supply chain data processing form interface, and remove the invalid values ​​and missing values ​​in the real-time data of the supply chain form based on big data that are useless for the rapid construction of the supply chain data processing form interface, and determine the real-time data of the supply chain form that is useful for the rapid construction of the supply chain data processing form interface.

[0025] Preferably, the form data processing module further includes:

[0026] Data conversion unit, used to convert the real-time data of the cleaned supply chain form;

[0027] Among them, the supply chain data processing form interface quickly builds useful supply chain form real-time data to convert, so that the format of the supply chain data processing form interface quickly builds useful supply chain form real-time data is unified, the dimensional difference between the supply chain data processing form interface quickly builds useful supply chain form real-time data is eliminated, and the standardized supply chain form real-time data is determined.

[0028] Preferably, the form template creation module includes:

[0029] Label definition unit, used to predefine supply chain form template labels;

[0030] Among them, the real-time data of the standardized supply chain form is analyzed, and the supply chain form template labels are predefined according to the input type to determine the supply chain form elements and attributes;

[0031] Data validation unit, used to validate supply chain form templates;

[0032] Get supply chain form templates with predefined labels;

[0033] Input the real-time data of the supply chain form into the supply chain form template with predefined labels and submit it, which will automatically trigger data validation, validate the input real-time data of the supply chain form, determine whether the input real-time data of the supply chain form is invalid, and determine the validation result of the supply chain form template;

[0034] When the supply chain form template validation result shows that the captured input supply chain form real-time data is invalid, a timely error prompt is displayed to the supply chain form template.

[0035] Preferably, the form template creation module further includes:

[0036] Template editing unit, used to edit and change the supply chain form template;

[0037] Get the supply chain form template verification result. When the supply chain form template error prompt is displayed, edit and change the supply chain form template. Change the supply chain form template according to different input type requirements to determine the optimal supply chain form template.

[0038] Preferably, the form interface construction module includes:

[0039] A template engine unit, used for generating a supply chain data processing form based on a supply chain form template engine;

[0040] Based on the optimal supply chain form template, the real-time data of the supply chain form is scanned and queried, and the supply chain data processing form is quickly constructed through drag-and-drop operations;

[0041] An upload and download unit, used to upload and download data of the supply chain data processing form;

[0042] Obtain supply chain data processing forms;

[0043] Based on the file upload button, the supply chain data is uploaded to the supply chain data processing form;

[0044] Based on the file download button, the supply chain data is downloaded from the supply chain data processing form.

[0045] Preferably, the form interface construction module further includes:

[0046] A search and filtering unit, used to search and filter supply chain data processing forms;

[0047] Based on the information search option, input the search content of the corresponding supply chain data processing form, and search for the corresponding content from the supply chain data processing form;

[0048] Based on the information filtering option, input the filtering content of the corresponding supply chain data processing form, and filter the corresponding content from the supply chain data processing form;

[0049] The interface display unit is used to display the supply chain data processing form interface based on the template engine in a visual form, and the supply chain data processing form can be adaptively presented on different devices and screen sizes.

[0050] Preferably, determining whether the operating state of the interface display unit is abnormal includes:

[0051] Real-time monitoring of the display update response time corresponding to each display element update of the interface display unit;

[0052] Obtain a response quality evaluation coefficient using the number of display element updates corresponding to each unit time of the interface display unit and the corresponding display update response duration each time;

[0053] The response quality evaluation coefficient is obtained by the following formula:

[0054]

[0055] Among them, R represents the response quality evaluation coefficient; n represents the number of display element updates corresponding to the current unit time; T max Indicates the maximum display update response duration that occurs in the unit time during the display operation of the interface display unit; T maxd Indicates the maximum display update response duration corresponding to the current unit time; T irepresents the display update response time corresponding to the i-th display element update corresponding to the current unit time; y represents the number of display update exceptions corresponding to the current unit time; T px represents the average display update response duration corresponding to the previous unit time corresponding to the current unit time; J represents the adjustment coefficient, and the adjustment coefficient is obtained by the following formula:

[0056]

[0057] Wherein, J represents the adjustment coefficient; m represents the total number of unit times experienced by the display operation of the interface display unit except the current unit time; T pd represents the average standard deviation of the display update response time corresponding to m unit time of the interface display unit; T zd represents the median standard deviation of the display update response time corresponding to m unit times of the interface display unit; T pi represents the median display update response duration corresponding to the i-th unit time; T p Indicates the average display update response time corresponding to the current unit time; T z Indicates the median display update response duration corresponding to the current unit time;

[0058] When the response quality evaluation coefficient is compared with a preset evaluation coefficient threshold;

[0059] When the response quality evaluation coefficient is lower than a preset evaluation coefficient threshold, the interface operation parameters corresponding to each unit time of the interface display unit are retrieved, and it is determined whether the operation state of the interface display unit is abnormal through the interface operation parameters.

[0060] Preferably, when the response quality evaluation coefficient is lower than a preset evaluation coefficient threshold, the interface operation parameters corresponding to each unit time of the interface display unit are retrieved, and the operation state of the interface display unit is determined to be abnormal according to the interface operation parameters, including:

[0061] When the response quality evaluation coefficient is lower than the preset evaluation coefficient threshold, the interface operation parameters corresponding to each unit time of the interface display unit are retrieved, wherein the interface operation parameters include frame rate, CPU utilization, memory utilization, loading time (loading time refers to the time required from the start of the interactive display request to the complete presentation of the interface) and display error rate;

[0062] extracting the response quality evaluation coefficient;

[0063] Obtaining an operation quality evaluation coefficient using the response quality evaluation coefficient and the interface operation parameter;

[0064] The operation quality evaluation coefficient is obtained by the following formula:

[0065]

[0066] Where G represents the operation quality evaluation coefficient; R represents the response quality evaluation coefficient; R 0 represents the preset evaluation coefficient threshold; k represents the total number of unit times experienced by the display operation of the interface display unit; P zi represents the frame rate corresponding to the i-th unit time of the interface display unit; P wi represents the display error rate corresponding to the i-th unit time of the interface display unit; P ni represents the memory utilization rate corresponding to the i-th unit time of the interface display unit; P ci represents the CPU utilization rate corresponding to the i-th unit time of the interface display unit; T kmax T represents the maximum loading duration corresponding to k unit time of the interface display unit; kz represents the median loading time corresponding to k unit times of the interface display unit; T ymax Indicates the maximum display update response duration corresponding to k unit times of the interface display unit;

[0067] Comparing the operation quality evaluation coefficient with a preset operation quality evaluation coefficient threshold;

[0068] When the operation quality evaluation coefficient is lower than a preset operation quality evaluation coefficient threshold, it is determined that the operation state of the interface display unit is abnormal, and an abnormal alarm is issued.

[0069] Compared with the prior art, the present invention has the following beneficial effects:

[0070] 1. The present invention determines the real-time data of the supply chain form based on big data by collecting text, image and sound information of the supply chain form. By cleaning the real-time data of the supply chain form based on big data, the inconsistent data, invalid values ​​and missing values ​​that are useless for the rapid construction of the supply chain data processing form interface in the real-time data of the supply chain form based on big data can be removed, and then the real-time data of the supply chain form that is useful for the rapid construction of the supply chain data processing form interface can be determined. By converting the real-time data of the supply chain form that is useful for the rapid construction of the supply chain data processing form interface, standardized real-time data of the supply chain form can be determined, thereby providing data support for the subsequent rapid construction of the supply chain data processing form interface based on the template engine.

[0071] 2. The present invention analyzes the standardized supply chain form real-time data, predefines the supply chain form template label according to the input type, verifies and edits the supply chain form template to determine the optimal supply chain form template, scans the supply chain form real-time data based on the optimal supply chain form template, quickly builds the supply chain data processing form through drag and drop operations, uploads and downloads the supply chain data processing form and performs search and filtering operations, and displays the supply chain data processing form interface based on the template engine in a visual form. The supply chain data processing form interface can be quickly built based on the template engine, so that data entry and display efficiency is high and the operation is simple, which can better meet user needs. BRIEF DESCRIPTION OF THE DRAWINGS

[0072] Figure 1 This is a structural diagram of the system for quickly building a supply chain data processing form interface based on a template engine of the present invention. DETAILED DESCRIPTION

[0073] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0074] In order to solve the problem that the existing form cannot be quickly built based on the template engine, which makes data entry and display inefficient and cumbersome to operate, and cannot meet user needs well, please refer to Figure 1 , this embodiment provides the following technical solutions:

[0075] A supply chain data processing form interface rapid construction system based on a template engine includes: a form data collection module, a form data processing module, a form template creation module and a form interface construction module.

[0076] It should be noted that the text, image and sound information of the supply chain form are collected through the form data collection module to determine the real-time data of the supply chain form based on big data; the real-time data of the supply chain form based on big data is processed through the form data processing module to determine the standardized real-time data of the supply chain form; the supply chain form template label is predefined through the form template creation module, the supply chain form template is verified and edited and changed, and the optimal supply chain form template is determined; the supply chain data processing form is generated based on the supply chain form template engine through the form interface construction module, the supply chain data processing form is uploaded, downloaded and searched and filtered, and the supply chain data processing form interface based on the template engine is displayed in a visual form. The supply chain data processing form interface based on the template engine can be quickly constructed, so that data entry and display are efficient and easy to operate, which can better meet user needs.

[0077] It should be noted that the template engine is created to separate the user interface from business data. It can generate documents in a specific format. The template engine used for the website will generate a standard HTML document. The template engine allows the program to separate the interface from the data, and the business code from the logic code, which greatly improves development efficiency. Good design also makes code reuse easier.

[0078] Among them, the form data collection module is used to collect text, image and sound information of the supply chain form and determine the real-time data of the form based on big data;

[0079] In this embodiment, as a preferred technical solution of the present invention, the form data collection module includes:

[0080] A text collection unit is used to collect text information from supply chain forms from suppliers, manufacturers, distributors, retailers to end users, and obtain text data from supply chain forms;

[0081] An image acquisition unit, used to collect image information of supply chain forms from suppliers, manufacturers, distributors, retailers to end users, and obtain supply chain form image data;

[0082] A sound collection unit is used to collect sound information of supply chain forms from suppliers, manufacturers, distributors, retailers to end users, and obtain sound data of supply chain forms;

[0083] Among them, based on the supply chain form text data, the supply chain form image data and the supply chain form sound data, the real-time data of the supply chain form based on big data is determined.

[0084] It should be noted that by collecting text, images and sound information on supply chain forms in real time, real-time data of supply chain forms based on big data can be determined, providing data support for the rapid construction of supply chain data processing forms.

[0085] Among them, the form data processing module is used to process the real-time form data based on big data and determine the standardized real-time form data;

[0086] In this embodiment, as a preferred technical solution of the present invention, the form data processing module includes:

[0087] Data cleaning unit, used to clean real-time data of supply chain forms based on big data;

[0088] Among them, consistency checks are performed on real-time data of supply chain forms based on big data;

[0089] According to the data consistency requirements, check whether there is inconsistent data that is useless for the rapid construction of the supply chain data processing form interface in the real-time data of the supply chain form based on big data, and remove the inconsistent data that is useless for the rapid construction of the supply chain data processing form interface in the real-time data of the supply chain form based on big data;

[0090] Among them, the real-time data of the supply chain form based on big data is checked for invalid values ​​and missing values;

[0091] According to the requirements of data validity and integrity, check whether there are invalid values ​​and missing values ​​in the real-time data of the supply chain form based on big data that are useless for the rapid construction of the supply chain data processing form interface, and remove the invalid values ​​and missing values ​​in the real-time data of the supply chain form based on big data that are useless for the rapid construction of the supply chain data processing form interface, and determine the real-time data of the supply chain form that is useful for the rapid construction of the supply chain data processing form interface.

[0092] It should be noted that data cleaning is one of the important links in data analysis, data mining and application, aiming to improve data quality and the accuracy of analysis results; including checking data consistency, processing invalid values ​​and missing values, etc.

[0093] Among them, data cleaning, as the name suggests, means to "clean away" the "dirty", which refers to the last procedure of discovering and correcting identifiable errors in data files, including checking data consistency, handling invalid values ​​and missing values, etc. Because the data in the data warehouse is a collection of data for a certain subject, these data are extracted from multiple business systems and contain historical data, so it is inevitable that some data are wrong data and some data conflict with each other. These wrong or conflicting data are obviously what we don't want, and are called "dirty data". We have to "clean away" the "dirty data" according to certain rules, which is data cleaning; and the task of data cleaning is to filter out those data that do not meet the requirements, and hand over the results of the filtration to the business department to confirm whether to filter it out or extract it after correction by the business unit; the data that does not meet the requirements mainly includes three categories: incomplete data, wrong data, and duplicate data.

[0094] Among them, consistency check is to check whether the data meets the requirements based on the reasonable value range and mutual relationship of each variable, and find out the data that is beyond the normal range, logically unreasonable or contradictory; for example, the variable measured by the 1-7 scale has a value of 0, and the weight has a negative number, which should be regarded as beyond the normal value range. Computer software such as SPSS, SAS and Excel can automatically identify each variable value that exceeds the range according to the defined value range. Logically inconsistent answers may appear in many forms: for example, many respondents said that they drove to work, but reported that they did not have a car; or the respondents reported that they were heavy buyers and users of a certain brand, but at the same time gave a very low score on the familiarity scale. When inconsistencies are found, the questionnaire number, record number, variable name, error category, etc. should be listed to facilitate further verification and correction.

[0095] Therefore, by cleaning the real-time data of the supply chain form based on big data, the inconsistent data, invalid values ​​and missing values ​​that are useless for the rapid construction of the supply chain data processing form interface in the real-time data of the supply chain form based on big data can be removed, and then the real-time data of the supply chain form that is useful for the rapid construction of the supply chain data processing form interface can be determined, which can improve the subsequent processing accuracy and efficiency of the real-time data of the supply chain form.

[0096] In this embodiment, as a preferred technical solution of the present invention, the form data processing module further includes:

[0097] Data conversion unit, used to convert the real-time data of the cleaned supply chain form;

[0098] Among them, the supply chain data processing form interface quickly builds useful supply chain form real-time data to convert, so that the format of the supply chain data processing form interface quickly builds useful supply chain form real-time data is unified, the dimensional difference between the supply chain data processing form interface quickly builds useful supply chain form real-time data is eliminated, and the standardized supply chain form real-time data is determined.

[0099] It should be noted that by quickly building useful supply chain form real-time data for the supply chain data processing form interface and converting it, standardized supply chain form real-time data is determined, providing data support for the subsequent rapid construction of a supply chain data processing form interface based on a template engine.

[0100] Among them, the form template creation module is used to predefine the supply chain form template label, verify and edit the supply chain form template, and determine the optimal supply chain form template;

[0101] In this embodiment, as a preferred technical solution of the present invention, the form template creation module includes:

[0102] Label definition unit, used to predefine supply chain form template labels;

[0103] Among them, the real-time data of the standardized supply chain form is analyzed, and the supply chain form template labels are predefined according to the input type to determine the supply chain form elements and attributes;

[0104] Data validation unit, used to validate supply chain form templates;

[0105] Get supply chain form templates with predefined labels;

[0106] Input the real-time data of the supply chain form into the supply chain form template with predefined labels and submit it, which will automatically trigger data validation, validate the input real-time data of the supply chain form, determine whether the input real-time data of the supply chain form is invalid, and determine the validation result of the supply chain form template;

[0107] When the supply chain form template verification result shows that the real-time data of the captured input supply chain form is invalid, a timely error prompt is displayed for the supply chain form template; this facilitates subsequent editing and modification of the form template, thereby determining the optimal supply chain form template.

[0108] In this embodiment, as a preferred technical solution of the present invention, the form template creation module further includes:

[0109] Template editing unit, used to edit and change the supply chain form template;

[0110] Get the supply chain form template verification result. When the supply chain form template error prompt is displayed, edit and change the supply chain form template. Change the supply chain form template according to different input type requirements to determine the optimal supply chain form template.

[0111] Among them, the form interface construction module is used to generate a supply chain data processing form based on the supply chain form template engine, upload and download the supply chain data processing form and perform search and filtering operations, and display the supply chain data processing form interface based on the template engine in a visual form.

[0112] In this embodiment, as a preferred technical solution of the present invention, the form interface construction module includes:

[0113] A template engine unit, used for generating a supply chain data processing form based on a supply chain form template engine;

[0114] Based on the optimal supply chain form template, the real-time data of the supply chain form is scanned and queried, and the supply chain data processing form is quickly constructed through drag-and-drop operations;

[0115] An upload and download unit, used to upload and download data of the supply chain data processing form;

[0116] Obtain supply chain data processing forms;

[0117] Based on the file upload button, the supply chain data is uploaded to the supply chain data processing form;

[0118] Based on the file download button, the supply chain data is downloaded from the supply chain data processing form.

[0119] In this embodiment, as a preferred technical solution of the present invention, the form interface construction module further includes:

[0120] A search and filtering unit, used to search and filter supply chain data processing forms;

[0121] Based on the information search option, input the search content of the corresponding supply chain data processing form, and search for the corresponding content from the supply chain data processing form;

[0122] Based on the information filtering option, input the filtering content of the corresponding supply chain data processing form, and filter the corresponding content from the supply chain data processing form;

[0123] The interface display unit is used to display the supply chain data processing form interface based on the template engine in a visual form, and the supply chain data processing form can be adaptively presented on different devices and screen sizes.

[0124] Specifically, the abnormality determination of the operation status of the interface display unit includes:

[0125] Real-time monitoring of the display update response time corresponding to each display element update of the interface display unit;

[0126] Obtain a response quality evaluation coefficient using the number of display element updates corresponding to each unit time of the interface display unit and the corresponding display update response duration each time;

[0127] The response quality evaluation coefficient is obtained by the following formula:

[0128]

[0129] Among them, R represents the response quality evaluation coefficient; n represents the number of display element updates corresponding to the current unit time; T max Indicates the maximum display update response duration that occurs in the unit time during the display operation of the interface display unit; T maxd Indicates the maximum display update response duration corresponding to the current unit time; T i represents the display update response time corresponding to the i-th display element update corresponding to the current unit time; y represents the number of display update exceptions corresponding to the current unit time; T px represents the average display update response duration corresponding to the previous unit time corresponding to the current unit time; J represents the adjustment coefficient, and the adjustment coefficient is obtained by the following formula:

[0130]

[0131] Wherein, J represents the adjustment coefficient; m represents the total number of unit times experienced by the display operation of the interface display unit except the current unit time; T pd represents the average standard deviation of the display update response time corresponding to m unit time of the interface display unit; T zd represents the median standard deviation of the display update response time corresponding to m unit times of the interface display unit; T pi represents the median display update response duration corresponding to the i-th unit time; T p Indicates the average display update response time corresponding to the current unit time; T z Indicates the median display update response duration corresponding to the current unit time;

[0132] When the response quality evaluation coefficient is compared with a preset evaluation coefficient threshold;

[0133] When the response quality evaluation coefficient is lower than a preset evaluation coefficient threshold, the interface operation parameters corresponding to each unit time of the interface display unit are retrieved, and it is determined whether the operation state of the interface display unit is abnormal through the interface operation parameters.

[0134] The technical effect of the above technical solution is: by real-time monitoring the display update response time when each display element of the interface display unit is updated, the technology can promptly discover performance bottlenecks or potential problems in the display process. This real-time monitoring mechanism ensures that the system can quickly capture any possible performance degradation or abnormal behavior. By using the number of display element updates and the display update response time to calculate the response quality evaluation coefficient, this technology provides a method for comprehensively evaluating the performance of the interface display unit. This method takes into account not only the response speed (through the display update response time), but also the update frequency (through the number of display element updates), so that it can more comprehensively reflect the operating status of the interface display unit.

[0135] By introducing the adjustment coefficient J, the technology can dynamically adjust the calculation of the evaluation coefficient according to the historical performance of the interface display unit (such as the standard deviation of the average value of the display update response time, the standard deviation of the median value, etc.). This dynamic adjustment mechanism makes the evaluation more flexible and accurate, and can better adapt to the performance changes under different operating environments. At the same time, when the response quality evaluation coefficient is lower than the preset evaluation coefficient threshold, the technology can automatically retrieve the interface operation parameters for abnormal judgment, so as to timely discover and deal with potential interface display problems. When the operating status of the interface display unit is judged to be abnormal, the technology can retrieve the interface operation parameters corresponding to each unit time for further analysis. This helps to quickly locate the root cause of the problem and provide strong support for subsequent troubleshooting and repair. By real-time monitoring and abnormal judgment of the operating status of the interface display unit, the technology can ensure the stability and smoothness of the interface display, thereby improving the overall user experience. This is particularly important for application scenarios that require frequent updates of display elements, such as online games and real-time trading systems.

[0136] In summary, this technical solution effectively improves the operating stability and performance of the interface display unit through real-time monitoring, comprehensive evaluation, dynamic adjustment and abnormality judgment, providing a strong guarantee for improving user experience.

[0137] Specifically, when the response quality evaluation coefficient is lower than a preset evaluation coefficient threshold, the interface operation parameters corresponding to each unit time of the interface display unit are retrieved, and whether the operation state of the interface display unit is abnormal is determined by the interface operation parameters, including:

[0138] When the response quality evaluation coefficient is lower than the preset evaluation coefficient threshold, the interface operation parameters corresponding to each unit time of the interface display unit are retrieved, wherein the interface operation parameters include frame rate, CPU utilization, memory utilization, loading time (loading time refers to the time required from the start of the interactive display request to the complete presentation of the interface) and display error rate;

[0139] extracting the response quality evaluation coefficient;

[0140] Obtaining an operation quality evaluation coefficient using the response quality evaluation coefficient and the interface operation parameter;

[0141] The operation quality evaluation coefficient is obtained by the following formula:

[0142]

[0143] Where G represents the operation quality evaluation coefficient; R represents the response quality evaluation coefficient; R 0 represents the preset evaluation coefficient threshold; k represents the total number of unit times experienced by the display operation of the interface display unit; P zi represents the frame rate corresponding to the i-th unit time of the interface display unit; P wi represents the display error rate corresponding to the i-th unit time of the interface display unit; P ni represents the memory utilization rate corresponding to the i-th unit time of the interface display unit; P ci represents the CPU utilization rate corresponding to the i-th unit time of the interface display unit; T kmax T represents the maximum loading duration corresponding to k unit time of the interface display unit; kz represents the median loading time corresponding to k unit times of the interface display unit; T ymax Indicates the maximum display update response duration corresponding to k unit times of the interface display unit;

[0144] Comparing the operation quality evaluation coefficient with a preset operation quality evaluation coefficient threshold;

[0145] When the operation quality evaluation coefficient is lower than a preset operation quality evaluation coefficient threshold, it is determined that the operation state of the interface display unit is abnormal, and an abnormal alarm is issued.

[0146] The technical effect of the above technical solution is: the technical solution constructs a comprehensive operation quality evaluation coefficient by comprehensively considering the response quality evaluation coefficient and the interface operation parameters (including frame rate, CPU utilization, memory utilization, loading time and display error rate). This comprehensive evaluation method can more accurately reflect the overall performance of the interface display unit and provide more reliable data support for abnormal judgment. When the response quality evaluation coefficient is lower than the preset evaluation coefficient threshold, the technical solution will automatically retrieve the interface operation parameters corresponding to each unit time of the interface display unit, and calculate the operation quality evaluation coefficient through these parameters. If the operation quality evaluation coefficient is also lower than the preset operation quality evaluation coefficient threshold, it is determined that the operation state of the interface display unit is abnormal, and an abnormal alarm is issued. This mechanism can timely discover and warn potential interface display problems, and provide guarantee for the stable operation of the system. By real-time monitoring and recording multiple operation parameters of the interface display unit (such as frame rate, CPU utilization, etc.), the technical solution provides refined performance monitoring capabilities. This helps system administrators or developers to deeply understand the performance bottlenecks and potential problems of the interface display unit, and provide strong support for subsequent optimization and improvement. The performance of the interface display unit directly affects the user experience. By timely discovering and handling potential interface display problems, this technical solution can ensure the smoothness and stability of interface display, thereby improving the overall user satisfaction. This technical solution reduces the difficulty of manual troubleshooting and problem solving by system administrators or developers through automated abnormality judgment and early warning mechanisms. This helps to enhance the maintainability of the system and improve the stability and reliability of the system.

[0147] In summary, this technical solution provides strong support for abnormality judgment and optimization of the interface display unit through technical effects such as comprehensively evaluating interface display performance, building an abnormality judgment and early warning mechanism, providing refined performance monitoring, improving user experience, and enhancing system maintainability.

[0148] It should be noted that, in this article, relational terms such as first and second, etc. are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Moreover, the terms "include", "comprise" or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or device.

[0149] Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions and variations may be made to the embodiments without departing from the principles and spirit of the present invention, and that the scope of the present invention is defined by the appended claims and their equivalents.

Claims

1. Rapid construction system of supply chain data processing form interface based on template engine, characterized by: include: The form data collection module is used to collect text, image and sound information of supply chain forms from suppliers, manufacturers, distributors, retailers to end users, and determine the real-time data of supply chain forms based on big data; The form data processing module is used to clean and convert the real-time data of the supply chain form based on big data, and determine the standardized real-time data of the supply chain form; The form template creation module is used to predefine the supply chain form template label, verify and edit the supply chain form template, and determine the optimal supply chain form template; The form interface construction module is used to generate a supply chain data processing form based on the supply chain form template engine, upload and download the supply chain data processing form and perform search and filtering operations, and display the supply chain data processing form interface based on the template engine in a visual form.

2. The supply chain data processing form interface rapid construction system based on template engine according to claim 1 is characterized in that: The form data collection module comprises: A text collection unit is used to collect text information from supply chain forms from suppliers, manufacturers, distributors, retailers to end users, and obtain text data from supply chain forms; An image acquisition unit, used to collect image information of supply chain forms from suppliers, manufacturers, distributors, retailers to end users, and obtain supply chain form image data; A sound collection unit is used to collect sound information of supply chain forms from suppliers, manufacturers, distributors, retailers to end users, and obtain sound data of supply chain forms; Among them, based on the supply chain form text data, the supply chain form image data and the supply chain form sound data, the real-time data of the supply chain form based on big data is determined.

3. The system for rapidly building a supply chain data processing form interface based on a template engine according to claim 2 is characterized in that: The form data processing module comprises: Data cleaning unit, used to clean real-time data of supply chain forms based on big data; Among them, consistency checks are performed on real-time data of supply chain forms based on big data; According to the data consistency requirements, check whether there is inconsistent data that is useless for the rapid construction of the supply chain data processing form interface in the real-time data of the supply chain form based on big data, and remove the inconsistent data that is useless for the rapid construction of the supply chain data processing form interface in the real-time data of the supply chain form based on big data; Among them, the real-time data of the supply chain form based on big data is checked for invalid values ​​and missing values; According to the requirements of data validity and integrity, check whether there are invalid values ​​and missing values ​​in the real-time data of the supply chain form based on big data that are useless for the rapid construction of the supply chain data processing form interface, and remove the invalid values ​​and missing values ​​in the real-time data of the supply chain form based on big data that are useless for the rapid construction of the supply chain data processing form interface, and determine the real-time data of the supply chain form that is useful for the rapid construction of the supply chain data processing form interface.

4. The system for rapidly building a supply chain data processing form interface based on a template engine according to claim 3 is characterized in that: The form data processing module further includes: Data conversion unit, used to convert the real-time data of the cleaned supply chain form; Among them, the supply chain data processing form interface quickly builds useful supply chain form real-time data to convert, so that the format of the supply chain data processing form interface quickly builds useful supply chain form real-time data is unified, the dimensional difference between the supply chain data processing form interface quickly builds useful supply chain form real-time data is eliminated, and the standardized supply chain form real-time data is determined.

5. The system for rapidly building a supply chain data processing form interface based on a template engine according to claim 4 is characterized in that: The form template creation module includes: Label definition unit, used to predefine supply chain form template labels; Among them, the real-time data of the standardized supply chain form is analyzed, and the supply chain form template labels are predefined according to the input type to determine the supply chain form elements and attributes; Data validation unit, used to validate supply chain form templates; Get supply chain form templates with predefined labels; Input the real-time data of the supply chain form into the supply chain form template with predefined labels and submit it, which will automatically trigger data validation, validate the input real-time data of the supply chain form, determine whether the input real-time data of the supply chain form is invalid, and determine the validation result of the supply chain form template; When the supply chain form template validation result shows that the captured input supply chain form real-time data is invalid, a timely error prompt is displayed to the supply chain form template.

6. The supply chain data processing form interface rapid construction system based on template engine according to claim 5 is characterized in that: The form template creation module also includes: Template editing unit, used to edit and change the supply chain form template; Get the supply chain form template verification result. When the supply chain form template error prompt is displayed, edit and change the supply chain form template. Change the supply chain form template according to different input type requirements to determine the optimal supply chain form template.

7. The system for rapidly building a supply chain data processing form interface based on a template engine according to claim 6, characterized in that: The form interface construction module includes: A template engine unit, used for generating a supply chain data processing form based on a supply chain form template engine; Based on the optimal supply chain form template, the real-time data of the supply chain form is scanned and queried, and the supply chain data processing form is quickly constructed through drag-and-drop operations; An upload and download unit, used to upload and download data of the supply chain data processing form; Obtain supply chain data processing forms; Based on the file upload button, the supply chain data is uploaded to the supply chain data processing form; Based on the file download button, the supply chain data is downloaded from the supply chain data processing form.

8. The system for rapidly building a supply chain data processing form interface based on a template engine according to claim 7, characterized in that: The form interface construction module also includes: A search and filtering unit, used to search and filter supply chain data processing forms; Based on the information search option, input the search content of the corresponding supply chain data processing form, and search for the corresponding content from the supply chain data processing form; Based on the information filtering option, input the filtering content of the corresponding supply chain data processing form, and filter the corresponding content from the supply chain data processing form; The interface display unit is used to display the supply chain data processing form interface based on the template engine in a visual form, and the supply chain data processing form can be adaptively presented on different devices and screen sizes.

9. The system for rapidly building a supply chain data processing form interface based on a template engine according to claim 8, characterized in that: Determine abnormalities in the operation status of the interface display unit, including: Real-time monitoring of the display update response time corresponding to each display element update of the interface display unit; Obtain a response quality evaluation coefficient using the number of display element updates corresponding to each unit time of the interface display unit and the corresponding display update response duration each time; The response quality evaluation coefficient is obtained by the following formula: Among them, R represents the response quality evaluation coefficient; n represents the number of display element updates corresponding to the current unit time; T max Indicates the maximum display update response duration that occurs in the unit time during the display operation of the interface display unit; T maxd Indicates the maximum display update response duration corresponding to the current unit time; T i represents the display update response time corresponding to the i-th display element update corresponding to the current unit time; y represents the number of display update exceptions corresponding to the current unit time; T px represents the average display update response duration corresponding to the previous unit time corresponding to the current unit time; J represents the adjustment coefficient, and the adjustment coefficient is obtained by the following formula: Wherein, J represents the adjustment coefficient; m represents the total number of unit times experienced by the display operation of the interface display unit except the current unit time; T pd represents the average standard deviation of the display update response time corresponding to m unit time of the interface display unit; T zd represents the median standard deviation of the display update response time corresponding to m unit times of the interface display unit; T pi T represents the median display update response duration corresponding to the i-th unit time; p Indicates the average display update response time corresponding to the current unit time; T z Indicates the median display update response duration corresponding to the current unit time; When the response quality evaluation coefficient is compared with a preset evaluation coefficient threshold; When the response quality evaluation coefficient is lower than a preset evaluation coefficient threshold, the interface operation parameters corresponding to each unit time of the interface display unit are retrieved, and it is determined whether the operation state of the interface display unit is abnormal through the interface operation parameters.

10. The supply chain data processing form interface rapid construction system based on template engine according to claim 9, characterized in that: When the response quality evaluation coefficient is lower than a preset evaluation coefficient threshold, the interface operation parameters corresponding to each unit time of the interface display unit are retrieved, and the operation state of the interface display unit is determined to be abnormal according to the interface operation parameters, including: When the response quality evaluation coefficient is lower than the preset evaluation coefficient threshold, the interface operation parameters corresponding to each unit time of the interface display unit are retrieved, wherein the interface operation parameters include frame rate, CPU utilization, memory utilization, loading time and display error rate; extracting the response quality evaluation coefficient; Obtaining an operation quality evaluation coefficient using the response quality evaluation coefficient and the interface operation parameter; The operation quality evaluation coefficient is obtained by the following formula: Wherein, G represents the operation quality evaluation coefficient; R represents the response quality evaluation coefficient; R0 represents the preset evaluation coefficient threshold; k represents the total number of unit times experienced by the display operation of the interface display unit; P zi represents the frame rate corresponding to the i-th unit time of the interface display unit; P wi represents the display error rate corresponding to the i-th unit time of the interface display unit; P ni represents the memory utilization rate corresponding to the i-th unit time of the interface display unit; P ci represents the CPU utilization rate corresponding to the i-th unit time of the interface display unit; T kmax represents the maximum loading duration corresponding to k unit time of the interface display unit; T kz Indicates the median loading duration corresponding to k unit times of the interface display unit; T ymax Indicates the maximum display update response duration corresponding to k unit times of the interface display unit; Comparing the operation quality evaluation coefficient with a preset operation quality evaluation coefficient threshold; When the operation quality evaluation coefficient is lower than a preset operation quality evaluation coefficient threshold, it is determined that the operation state of the interface display unit is abnormal, and an abnormal alarm is issued.

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