CN116307594A - Analysis method for defective display panel, computer equipment and medium - Google Patents
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Abstract
Description
技术领域technical field
本发明涉及数据管理技术领域。更具体地,涉及一种显示面板不良的分析方法、计算机设备及介质。The invention relates to the technical field of data management. More specifically, it relates to a method for analyzing defective display panels, computer equipment and media.
背景技术Background technique
在显示面板制造行业中,各生产工序或生产设备的影响都可能会造成显示面板不良,由于生产工序繁杂、数量庞大,依靠人力分析定位显示面板不良原因的方式,处理效率和准确率都极其受限,难以满足日益增长的生产需求。In the display panel manufacturing industry, the impact of various production processes or production equipment may cause defective display panels. Due to the complicated production processes and large quantities, relying on human analysis to locate the cause of defective display panels, the processing efficiency and accuracy are extremely limited. It is difficult to meet the growing production demand.
发明内容Contents of the invention
本发明的目的在于提供一种显示面板不良的分析方法、计算机设备及介质,以解决现有技术存在的问题中的至少一个。The object of the present invention is to provide a method for analyzing defective display panels, computer equipment and media, so as to solve at least one of the problems in the prior art.
为达到上述目的,本发明采用下述技术方案:To achieve the above object, the present invention adopts the following technical solutions:
本发明第一方面提供一种显示面板不良的分析方法,所述方法应用于服务器,所述方法包括:The first aspect of the present invention provides a method for analyzing a defective display panel, the method is applied to a server, and the method includes:
根据分析任务参数配置表及获取的分析任务参数值,生成包含分析任务参数信息的分析任务参数数据表;Generate an analysis task parameter data table including analysis task parameter information according to the analysis task parameter configuration table and the obtained analysis task parameter values;
接收来自终端的分析任务的执行时间信息,所述执行时间信息由所述终端响应于对显示的第一界面的第一输入控件的操作得到;receiving execution time information of the analysis task from the terminal, the execution time information being obtained by the terminal in response to an operation on the first input control of the displayed first interface;
根据所述分析任务参数数据表和所述执行时间信息创建分析任务,按照所述执行时间信息定时调用分析模型执行分析任务,并存储分析结果。An analysis task is created according to the analysis task parameter data table and the execution time information, an analysis model is called periodically according to the execution time information to execute the analysis task, and an analysis result is stored.
可选地,所述分析任务执行信息包括分析任务的执行时间点和执行频率。Optionally, the analysis task execution information includes the execution time point and execution frequency of the analysis task.
可选地,所述分析任务参数信息包括分析任务名称、显示面板信息、不良编号、生产信息、不良原因变量、不良结果变量中的至少一种。Optionally, the analysis task parameter information includes at least one of analysis task name, display panel information, defect number, production information, defect cause variable, and defect result variable.
可选地,在根据所述分析任务参数数据表和所述执行时间信息创建分析任务后,所述方法还包括生成包含分析任务创建信息的分析任务创建信息表和包含分析任务执行顺序信息的分析任务触发信息表。Optionally, after the analysis task is created according to the analysis task parameter data table and the execution time information, the method further includes generating an analysis task creation information table containing analysis task creation information and an analysis task execution sequence information containing Task trigger information table.
可选地,所述分析任务创建信息包括分析任务序号、创建用户信息、分析任务名称、执行状态信息中的至少一种,所述任务触发信息表包括分析任务序号、分析任务执行时间点、分析任务执行类型中的至少一种。Optionally, the analysis task creation information includes at least one of analysis task serial number, creation user information, analysis task name, and execution status information, and the task trigger information table includes analysis task serial number, analysis task execution time point, analysis task At least one of the task execution types.
可选地,在调用分析模型执行分析任务后,所述方法还包括生成包含分析任务执行信息的分析任务执行信息表。Optionally, after calling the analysis model to execute the analysis task, the method further includes generating an analysis task execution information table including analysis task execution information.
可选地,所述分析任务执行信息表包括分析任务名称、显示面板信息、不良编号、生产信息、不良原因变量、不良结果变量、正负样本阈值中的至少一种。Optionally, the analysis task execution information table includes at least one of the analysis task name, display panel information, defect number, production information, defect cause variables, defect result variables, and positive and negative sample thresholds.
可选地,在存储分析结果后,所述方法还包括生成包含分析结果信息的第一分析结果信息表。Optionally, after the analysis result is stored, the method further includes generating a first analysis result information table including analysis result information.
可选地,在存储分析结果后,所述方法还包括生成包含执行成功的分析任务的分析结果信息的第二分析结果信息表。Optionally, after storing the analysis results, the method further includes generating a second analysis result information table including analysis result information of successfully executed analysis tasks.
可选地,所述第一分析结果信息表和所述第二分析结果信息表分别包括分析任务序号、分析任务执行时间点、实例序号、分析任务名称、分析任务状态中的至少一种。Optionally, the first analysis result information table and the second analysis result information table respectively include at least one of analysis task number, analysis task execution time point, instance number, analysis task name, and analysis task status.
可选地,所述方法还包括:Optionally, the method also includes:
接收来自终端的分析结果查询信息,所述分析结果查询信息由所述终端响应于对显示的第二界面的第二输入控件的操作得到;receiving analysis result query information from the terminal, where the analysis result query information is obtained by the terminal in response to the operation of the second input control on the displayed second interface;
根据所述分析结果查询信息,从分析任务执行信息表、分析任务创建信息表、第一分析结果信息表、第二分析结果信息表中的至少一个中查找到与所述分析结果查询信息对应的分析结果信息,生成至少一个分析结果信息项并发送至所述终端,以使得所述终端显示所述分析结果信息项及与每一分析结果信息项对应的第一选择控件,响应于对所述第一选择控件的操作生成分析结果详情请求;According to the query information of the analysis results, search for information corresponding to the query information of the analysis results from at least one of the analysis task execution information table, the analysis task creation information table, the first analysis result information table, and the second analysis result information table. Analyzing the result information, generating at least one analysis result information item and sending it to the terminal, so that the terminal displays the analysis result information item and the first selection control corresponding to each analysis result information item, and responding to the The operation of the first selection control generates an analysis result details request;
根据所述分析结果详情请求查询存储的分析结果并将查询得到的分析结果详情发送至所述终端,以使得所述终端显示所述分析结果详情,所述分析结果详情包括显示面板不良的原因信息和每一原因信息的分数信息。According to the details of the analysis results, request to query the stored analysis results and send the details of the analysis results obtained from the query to the terminal, so that the terminal displays the details of the analysis results, and the details of the analysis results include information about the cause of the defective display panel and score information for each cause information.
可选地,所述方法还包括:Optionally, the method also includes:
接收来自终端的邮件配置信息,所述邮件配置信息由所述终端响应于对显示的第三界面的第一设置控件的操作得到,所述邮件配置信息包括邮件发布时间点、邮件发布频率、显示面板不良的原因信息的分数信息和收件人信息;Receive mail configuration information from the terminal, the mail configuration information is obtained by the terminal in response to the operation of the first setting control on the displayed third interface, the mail configuration information includes mail publishing time point, mail publishing frequency, display Score information and recipient information of the panel's bad reason information;
根据所述邮件配置信息查询存储的分析结果并将查询得到的分析结果信息进行邮件发送。Query the stored analysis results according to the email configuration information and send the query analysis result information by email.
本发明第二方面提供一种显示面板不良的分析方法,所述方法应用于终端,所述方法包括:The second aspect of the present invention provides a method for analyzing a defective display panel, the method is applied to a terminal, and the method includes:
响应于对显示的第一界面的第一输入控件的输入操作得到分析任务的执行时间信息;obtaining execution time information of the analysis task in response to an input operation on the first input control of the displayed first interface;
将所述分析任务的执行时间信息发送至服务器,以使得所述服务器根据包含分析任务参数信息的分析任务参数数据表和所述执行时间信息创建分析任务,按照所述执行时间信息定时调用分析模型执行分析任务,并存储分析结果,其中,所述分析任务参数数据表由所述服务器根据分析任务参数配置表及获取的分析任务参数值生成。Send the execution time information of the analysis task to the server, so that the server creates an analysis task according to the analysis task parameter data table containing the analysis task parameter information and the execution time information, and calls the analysis model regularly according to the execution time information Execute the analysis task and store the analysis result, wherein the analysis task parameter data table is generated by the server according to the analysis task parameter configuration table and the acquired analysis task parameter value.
本发明第三方面提供一种显示面板不良的分析方法,包括:The third aspect of the present invention provides a method for analyzing a defective display panel, including:
服务器根据分析任务参数配置表及获取的分析任务参数值,生成包含分析任务参数信息的分析任务参数数据表;The server generates an analysis task parameter data table including analysis task parameter information according to the analysis task parameter configuration table and the obtained analysis task parameter values;
终端响应于对显示的第一界面的第一输入控件的输入操作得到分析任务的执行时间信息并发送至所述服务器;The terminal obtains the execution time information of the analysis task in response to the input operation on the first input control of the displayed first interface and sends it to the server;
所述服务器根据所述分析任务参数数据表和所述执行时间信息创建分析任务,按照所述执行时间信息定时调用分析模型执行分析任务,并存储分析结果。The server creates an analysis task according to the analysis task parameter data table and the execution time information, periodically invokes an analysis model to execute the analysis task according to the execution time information, and stores the analysis result.
本发明第四方面提供一种计算机设备,包括存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序,所述处理器执行所述程序时实现本发明第一方面提供的方法或本发明第二方面提供的方法。A fourth aspect of the present invention provides a computer device, including a memory, a processor, and a computer program stored on the memory and operable on the processor, and the processor implements the method provided by the first aspect of the present invention when executing the program Or the method provided by the second aspect of the present invention.
本发明第五方面一种计算机可读存储介质,其上存储有计算机程序,该程序被处理器执行时实现本发明第一方面提供的方法或本发明第二方面提供的方法。The fifth aspect of the present invention is a computer-readable storage medium, on which a computer program is stored, and when the program is executed by a processor, the method provided in the first aspect of the present invention or the method provided in the second aspect of the present invention is realized.
本发明的有益效果如下:The beneficial effects of the present invention are as follows:
本发明所述技术方案可通过自动化的分析任务调度,根据用户的分析需求而定时执行显示面板不良分析任务,提升了显示面板不良分析的效率和用户操作简便性。The technical solution of the present invention can perform the display panel failure analysis task regularly according to the user's analysis requirements through automated analysis task scheduling, which improves the efficiency of display panel failure analysis and the user's convenience of operation.
附图说明Description of drawings
下面结合附图对本发明的具体实施方式作进一步详细的说明。The specific implementation manners of the present invention will be further described in detail below in conjunction with the accompanying drawings.
图1示出本发明的一个实施例可以应用于其中的示例性系统架构图。FIG. 1 shows an exemplary system architecture diagram in which an embodiment of the present invention can be applied.
图2示出本发明实施例提供的显示面板不良的分析方法的一流程示意图。FIG. 2 shows a schematic flowchart of a method for analyzing a defective display panel provided by an embodiment of the present invention.
图3示出本发明实施例提供的显示面板不良的分析方法的另一流程示意图。FIG. 3 shows another schematic flowchart of a method for analyzing a defective display panel provided by an embodiment of the present invention.
图4示出自动化分析任务维护界面的示意图。Fig. 4 shows a schematic diagram of an automated analysis task maintenance interface.
图5示出显示分析结果详情的界面的示意图Figure 5 shows a schematic diagram of an interface displaying details of analysis results
图6示出步骤S210-S280形成的显示面板不良的分析任务调度及分析结果查询流程的流程示意图。FIG. 6 shows a schematic flow diagram of the analysis task scheduling and analysis result query process of display panel defects formed in steps S210-S280.
图7示出自动化邮件配置界面的示意图。FIG. 7 shows a schematic diagram of an automated email configuration interface.
图8示出显示的邮件内容的示意图。FIG. 8 shows a schematic diagram of displayed mail content.
图9示出邮件配置的流程示意图。FIG. 9 shows a schematic flow chart of mail configuration.
图10示出实现本发明实施例提供的装置的计算机系统的结构示意图。Fig. 10 shows a schematic structural diagram of a computer system implementing the apparatus provided by the embodiment of the present invention.
具体实施方式Detailed ways
为了更清楚地说明本发明,下面结合实施例和附图对本发明做进一步的说明。附图中相似的部件以相同的附图标记进行表示。本领域技术人员应当理解,下面所具体描述的内容是说明性的而非限制性的,不应以此限制本发明的保护范围。In order to illustrate the present invention more clearly, the present invention will be further described below in conjunction with the embodiments and accompanying drawings. Similar parts in the figures are denoted by the same reference numerals. Those skilled in the art should understand that the content specifically described below is illustrative rather than restrictive, and should not limit the protection scope of the present invention.
图1示出了可以应用本发明的显示面板不良的分析方法的实施例的示例性系统架构100。FIG. 1 shows an
如图1所示,系统架构100可以包括终端101、102、103,网络104和服务器105。网络104用以在终端101、102、103和服务器105之间提供通信链路的介质。网络104可以包括各种连接类型,例如有线、无线通信链路或者光纤电缆等等。As shown in FIG. 1 , a
用户可以使用终端101、102、103通过网络104与服务器105交互,以接收或发送消息等。终端101、102、103上可以安装有各种客户端应用,例如网页浏览器应用、购物类应用、搜索类应用、即时通信工具、邮箱客户端、社交平台软件等。Users can use the
终端101、102、103可以是硬件,也可以是软件。当终端101、102、103为硬件时,可以是具有显示屏并且支持网页登录的各种电子设备,包括但不限于智能手机、平板电脑、膝上型便携计算机和台式计算机等等。当终端101、102、103为软件时,可以安装在上述所列举的电子设备中。其可以实现成多个软件或软件模块(例如用来提供分布式服务),也可以实现成单个软件或软件模块。在此不做具体限定。The
服务器105可以是提供各种服务的服务器,例如执行显示面板不良的分析任务调度的调度服务器,例如调度服务器用于对分析任务进行配置、执行、记录和结果存储。The
服务器105可以是硬件,也可以是软件。当服务器105为硬件时,可以实现成多个服务器组成的分布式服务器集群,也可以实现成单个服务器。当服务器为软件时,可以实现成多个软件或软件模块(例如用来提供分布式服务),也可以实现成单个软件或软件模块。在此不做具体限定。The
应该理解,图1中的终端、网络和服务器的数目仅仅是示意性的。根据实现需要,可以具有任意合适数目的终端、网络和服务器。It should be understood that the numbers of terminals, networks and servers in Fig. 1 are only illustrative. There may be any suitable number of terminals, networks and servers depending on implementation requirements.
如图2所示,本发明的一个实施例提供了显示面板不良的分析方法,包括如下步骤:As shown in Figure 2, an embodiment of the present invention provides a method for analyzing a defective display panel, including the following steps:
S210、服务器根据分析任务参数配置表及获取的分析任务参数值,生成包含分析任务参数信息的分析任务参数数据表。S210. The server generates an analysis task parameter data table including analysis task parameter information according to the analysis task parameter configuration table and the acquired analysis task parameter values.
在一种可能的实现方式中,所述分析任务参数信息包括分析任务名称、显示面板信息、不良编号、生产信息、不良原因变量、不良结果变量中的至少一种。In a possible implementation manner, the analysis task parameter information includes at least one of analysis task name, display panel information, defect number, production information, defect cause variable, and defect result variable.
在一个具体示例中,例如,分析任务参数配置表包括多个参数变量,各参数变量的参数值由用户输入,例如用户通过服务器端的输入装置或终端登录配置界面后进行输入,用户输入的分析任务参数值代表了用户对于显示面板不良的分析需求,由此,服务器可响应于代表用户分析需求的不良原因变量、不良结果变量等参数进行自动化分析任务的定时调度。In a specific example, for example, the analysis task parameter configuration table includes a plurality of parameter variables, and the parameter values of each parameter variable are input by the user, for example, after the user logs in to the configuration interface through the input device on the server side or the terminal, the user enters the input, and the analysis task input by the user The parameter value represents the user's analysis requirements for display panel defects, and thus, the server can perform timing scheduling of automatic analysis tasks in response to parameters such as defect cause variables and defect result variables representing user analysis requirements.
示例性的,包含分析任务参数信息的分析任务参数数据表可称为twyield.auto_job_analysis_parameters,其包含的字段及字段的含义例如表1所示。Exemplarily, the analysis task parameter data table including the analysis task parameter information may be called twyield.auto_job_analysis_parameters, and the fields contained therein and the meanings of the fields are shown in Table 1, for example.
表1Table 1
例如表1的分析任务参数数据表中,不良原因变量的参数值不输入具体站点,则表示对所有站点进行显示面板不良的分析;若用户只想分析单个站点,则不良原因变量格式可设置为例如:TRACKING_GLASS;193V-00_Gate CVD Repair;若用户想分析多个站点,可以用逗号间隔,则不良原因变量格式可设置为例如:TRACKING_GLASS;C100-00_PI,TRACKING_GLASS;C200-00_Rubbing Process-ADS,TRACKING_GLASS;C300-00_ODF Process。For example, in the analysis task parameter data table in Table 1, if the parameter value of the bad cause variable is not entered into a specific site, it means that all sites are analyzed for bad display panels; if the user only wants to analyze a single site, the bad cause variable format can be set as For example: TRACKING_GLASS; 193V-00_Gate CVD Repair; if the user wants to analyze multiple sites, they can use commas to separate them, and the bad cause variable format can be set as, for example: TRACKING_GLASS; C100-00_PI, TRACKING_GLASS; C200-00_Rubbing Process-ADS, TRACKING_GLASS; C300-00_ODF Process.
S220、终端响应于对显示的第一界面的第一输入控件的输入操作得到分析任务的执行时间信息并发送至所述服务器。S220. The terminal obtains the execution time information of the analysis task in response to an input operation on the first input control of the displayed first interface, and sends the information to the server.
在一种可能的实现方式中,所述分析任务执行信息包括分析任务的执行时间点和执行频率。In a possible implementation manner, the analysis task execution information includes the execution time point and execution frequency of the analysis task.
例如,用户在终端显示的第一界面输入的分析任务的执行时间点为08:00,执行频率为24,即每24小时执行一次分析任务。For example, the execution time of the analysis task entered by the user on the first interface displayed on the terminal is 08:00, and the execution frequency is 24, that is, the analysis task is executed every 24 hours.
S230、服务器根据所述分析任务参数数据表和所述执行时间信息创建分析任务,按照所述执行时间信息定时调用分析模型执行分析任务,并存储分析结果。S230. The server creates an analysis task according to the analysis task parameter data table and the execution time information, periodically invokes an analysis model to execute the analysis task according to the execution time information, and stores an analysis result.
在一种可能的实现方式中,在根据所述分析任务参数数据表和所述执行时间信息创建分析任务后,所述方法还包括生成包含分析任务创建信息的分析任务创建信息表和包含分析任务执行顺序信息的分析任务触发信息表。In a possible implementation manner, after the analysis task is created according to the analysis task parameter data table and the execution time information, the method further includes generating an analysis task creation information table containing analysis task creation information and an analysis task creation information table containing analysis task The analysis task of execution sequence information triggers the information table.
在一种可能的实现方式中,所述分析任务创建信息包括分析任务序号、创建用户信息、分析任务名称、执行状态信息中的至少一种,所述任务触发信息表包括分析任务序号、分析任务执行时间点、分析任务执行类型中的至少一种。In a possible implementation manner, the analysis task creation information includes at least one of analysis task serial number, creation user information, analysis task name, and execution status information, and the task trigger information table includes analysis task serial number, analysis task At least one of execution time point and analysis task execution type.
在一个具体示例中,包含分析任务创建信息的分析任务创建信息表可称为twyield.edm_job,包含分析任务执行顺序信息的分析任务触发信息表可称为twyield.edm_job_trigger,服务器根据例如表1的分析任务参数数据表中的分析任务参数信息,创建定时执行的分析任务,并将待执行的分析任务写入分析任务创建信息表中,而分析任务执行的顺序及时间间隔信息写入分析任务触发信息表中,分析任务创建信息表包含的字段及字段的含义例如表2所示,分析任务触发信息表包含的字段及字段的含义例如表3所示:In a specific example, the analysis task creation information table containing the analysis task creation information may be called twyield.edm_job, and the analysis task trigger information table including the analysis task execution sequence information may be called twyield.edm_job_trigger, and the server may be called twyield.edm_job_trigger according to the analysis in Table 1, for example The analysis task parameter information in the task parameter data table creates a scheduled analysis task, writes the analysis task to be executed into the analysis task creation information table, and writes the analysis task execution order and time interval information into the analysis task trigger information In the table, the fields contained in the analysis task creation information table and their meanings are shown in Table 2, and the fields contained in the analysis task trigger information table and their meanings are shown in Table 3, for example:
表2Table 2
表3table 3
在例如表3的分析任务触发信息表中,例如根据预设规则,不同分析任务之间的执行间隔为32s,且任务执行类型分别为执行一次。示例性的,例如表2的分析任务创建信息表会记录创建成功的自动化分析任务的信息。In the analysis task trigger information table such as Table 3, for example, according to preset rules, the execution interval between different analysis tasks is 32s, and the execution types of the tasks are respectively executed once. Exemplarily, the analysis task creation information table shown in Table 2 will record the information of successfully created automated analysis tasks.
在一种可能的实现方式中,在调用分析模型执行分析任务后,所述方法还包括生成包含分析任务执行信息的分析任务执行信息表。In a possible implementation manner, after calling the analysis model to execute the analysis task, the method further includes generating an analysis task execution information table including analysis task execution information.
在一种可能的实现方式中,所述分析任务执行信息表包括分析任务名称、显示面板信息、不良编号、生产信息、不良原因变量、不良结果变量、正负样本阈值中的至少一种。In a possible implementation manner, the analysis task execution information table includes at least one of the analysis task name, display panel information, defect number, production information, defect cause variables, defect result variables, and positive and negative sample thresholds.
在一个具体示例中,用户在终端显示的第一界面设置分析任务的执行时间点和执行频率,并开启定时分析任务。时间来到分析任务执行的时间点时,服务器首先会清空例如表1的分析任务参数数据表中所有的参数数据,然后插入此次自动化分析任务的相关参数,同时例如表1的分析任务参数数据表的数据也会同步到分析任务执行信息表中。In a specific example, the user sets the execution time point and execution frequency of the analysis task on the first interface displayed on the terminal, and starts the scheduled analysis task. When the time comes to the execution time of the analysis task, the server will first clear all the parameter data in the analysis task parameter data table such as Table 1, and then insert the relevant parameters of this automated analysis task, and at the same time, for example, the analysis task parameter data in Table 1 The data in the table will also be synchronized to the analysis task execution information table.
示例性的,包含分析任务执行信息的分析任务执行信息表可称为twyield.auto_job_analysis,其包含的字段及字段的含义例如表4所示。Exemplarily, the analysis task execution information table including the analysis task execution information may be called twyield.auto_job_analysis, and the fields contained therein and the meanings of the fields are shown in Table 4, for example.
表4Table 4
示例性的,例如表4的分析任务执行信息表会记录所有的任务创建记录。Exemplarily, the analysis task execution information table such as Table 4 will record all task creation records.
在一种可能的实现方式中,在存储分析结果后,本实施例提供的显示面板不良的分析方法还包括生成包含分析结果信息的第一分析结果信息表。In a possible implementation manner, after the analysis result is stored, the method for analyzing a defective display panel provided in this embodiment further includes generating a first analysis result information table including the analysis result information.
在一种可能的实现方式中,在存储分析结果后,本实施例提供的显示面板不良的分析方法还包括生成包含执行成功的分析任务的分析结果信息的第二分析结果信息表。In a possible implementation manner, after the analysis results are stored, the method for analyzing defective display panels provided in this embodiment further includes generating a second analysis result information table including analysis result information of successfully executed analysis tasks.
在一种可能的实现方式中,所述第一分析结果信息表和所述第二分析结果信息表分别包括分析任务序号、分析任务执行时间点、实例序号、分析任务名称、分析任务状态中的至少一种。In a possible implementation manner, the first analysis result information table and the second analysis result information table respectively include analysis task sequence number, analysis task execution time point, instance sequence number, analysis task name, analysis task status at least one.
在一个具体示例中,服务器执行自动化分析任务会调用分析模型以获取不良原因的分析结果,并把分析结果在分布式文件系统(Hadoop Distributed File System,HDFS)上以pqrquet文件形式存储,同时将分析结果信息同步到第一分析结果信息表和第二分析结果信息表中。In a specific example, when the server executes the automated analysis task, it will call the analysis model to obtain the analysis result of the bad cause, and store the analysis result in the form of a pqrquet file on the distributed file system (Hadoop Distributed File System, HDFS). The result information is synchronized to the first analysis result information table and the second analysis result information table.
示例性的,包含分析结果信息的第一分析结果信息表可称为twyield.edm_job_result,其包含的字段及字段的含义例如表5所示;包含执行成功的分析任务的分析结果信息的第二分析结果信息表可称为twyield.edm_job_activity_result,其包含的字段及字段的含义例如表6所示。Exemplarily, the first analysis result information table containing the analysis result information can be called twyield.edm_job_result, and the fields it contains and the meanings of the fields are shown in Table 5; the second analysis containing the analysis result information of the successful analysis task The result information table may be called twyield.edm_job_activity_result, and the fields it contains and their meanings are shown in Table 6, for example.
表5table 5
表6Table 6
例如表5的第一分析结果信息表与例如表6的第二分析结果信息表的区别在于,例如表5的第一分析结果信息表记录了所有分析任务执行的结果信息,而例如表6的第二分析结果信息表只是记录了分析任务执行状态为成功的分析任务执行的结果信息。For example, the difference between the first analysis result information table in Table 5 and the second analysis result information table in Table 6 is that, for example, the first analysis result information table in Table 5 records the result information of all analysis tasks performed, while the results in Table 6 for example The second analysis result information table only records the result information of the analysis task execution status of which the analysis task execution status is successful.
示例性的,上述表1-表6分别为PG表(PostSQL数据库类型表)。Exemplarily, the above Tables 1-6 are respectively PG tables (PostSQL database type tables).
在一种可能的实现方式中,如图3所示,本实施例提供的显示面板不良的分析方法还包括:In a possible implementation manner, as shown in FIG. 3, the method for analyzing a defective display panel provided in this embodiment further includes:
S240、终端响应于对显示的第二界面的第二输入控件的操作得到分析结果查询信息并发送至服务器;S240. The terminal obtains analysis result query information in response to the operation on the second input control of the displayed second interface and sends it to the server;
S250、服务器根据所述分析结果查询信息,从分析任务执行信息表、分析任务创建信息表、第一分析结果信息表、第二分析结果信息表中的至少一个中查找到与所述分析结果查询信息对应的分析结果信息,生成至少一个分析结果信息项并发送至终端;S250. The server searches for information according to the analysis result, and finds an information related to the analysis result query from at least one of the analysis task execution information table, analysis task creation information table, first analysis result information table, and second analysis result information table. The analysis result information corresponding to the information, generating at least one analysis result information item and sending it to the terminal;
S260、终端显示所述分析结果信息项及与每一分析结果信息项对应的第一选择控件,响应于对所述第一选择控件的操作生成分析结果详情请求并发送至服务器;S260. The terminal displays the analysis result information item and the first selection control corresponding to each analysis result information item, generates an analysis result detail request in response to the operation on the first selection control, and sends it to the server;
S270、服务器根据所述分析结果详情请求查询存储的分析结果并将查询得到的分析结果详情发送至所述终端;S270. The server requests to query the stored analysis results according to the details of the analysis results, and sends the details of the analysis results obtained from the query to the terminal;
S280、终端显示所述分析结果详情,所述分析结果详情包括显示面板不良的原因信息和每一原因信息的分数信息。S280. The terminal displays the details of the analysis results, where the details of the analysis results include cause information of display panel defects and score information of each cause information.
在一个具体示例中,第二界面可以与第一界面为一个界面,即第二输入控件可以与第一输入控件显示在同一界面中,例如图4所示的包括第二输入控件和第一输入控件的自动化分析任务维护界面,一方面,通过对终端显示的自动化分析任务维护界面中第一输入控件的输入操作,用户可设置例如包括分析任务的执行时间点和执行频率的分析任务执行信息,并开启定时任务,另一方面,通过对终端显示的自动化分析任务维护界面中第二输入控件的输入操作,用户可设置例如由Defect Code(不良编号)、Factory(生产工厂),Operations(站点)和Model(显示面板尺寸)组合而成的分析结果查询信息,响应于例如上述分析结果查询信息,服务器通过关联例如表4的分析任务执行信息表、例如表2的分析任务创建信息表、例如表5的第一分析结果信息表和例如表6的第二分析结果信息表,可以查找到例如所对应自动化分析任务的实例序号、任务状态、任务名称等信息,生成至少一个分析结果信息项并发送至终端。In a specific example, the second interface can be the same interface as the first interface, that is, the second input control and the first input control can be displayed in the same interface, for example, the second input control and the first input control shown in FIG. 4 The automated analysis task maintenance interface of the control, on the one hand, through the input operation of the first input control in the automated analysis task maintenance interface displayed on the terminal, the user can set, for example, the analysis task execution information including the execution time point and execution frequency of the analysis task, And open the timed task, on the other hand, by the input operation of the second input control in the automated analysis task maintenance interface displayed on the terminal, the user can set for example by Defect Code (bad number), Factory (production plant), Operations (site) The analysis result query information combined with the Model (display panel size), in response to, for example, the above analysis result query information, the server creates an information table, such as table The first analysis result information table of Table 5 and the second analysis result information table such as Table 6 can find information such as the instance number, task status, and task name of the corresponding automated analysis task, generate at least one analysis result information item and send it to the terminal.
然后,终端显示所述分析结果信息项、与每一执行状态为成功(Success)的分析结果信息项对应的第一选择控件GoToIM和与每一执行状态为失败(Fail)的分析结果信息项对应的重启控件Restart,例如,终端响应于用户对第一选择控件GoToIM的点击操作生成分析结果详情请求并发送至服务器,响应于用户对重启控件Restart的点击操作生成重启分析任务请求并发送至服务器。Then, the terminal displays the analysis result information item, the first selection control GoToIM corresponding to each analysis result information item whose execution status is success (Success), and the first selection control GoToIM corresponding to each analysis result information item whose execution status is failure (Fail). For example, the terminal responds to the user’s click operation on the first selection control GoToIM to generate an analysis result detail request and sends it to the server, and responds to the user’s click operation on the restart control Restart to generate a restart analysis task request and send it to the server.
然后,Then,
服务器响应于分析结果详情请求查询存储的分析结果并将查询得到的分析结果详情发送至所述终端,终端显示所述分析结果详情,所述分析结果详情包括显示面板不良的原因信息和每一原因信息的分数信息。例如,服务器根据分析结果详情请求中的分析任务的实例序号生成指定格式的URL地址以使得终端跳转至例如图5所示的包括显示面板不良的原因信息和每一原因信息的分数信息的分析结果详情界面,分析结果详情界面例如还可通过生成一系列量化的判断指标去反映的Defect Code(不良编号)与原因变量(所选的站点或所选站点下的设备)之间关联关系,还可通过一些图表去反映Defect Code(不良编号)的分布信息等。In response to the analysis result details request, the server queries the stored analysis results and sends the query analysis result details to the terminal, and the terminal displays the analysis result details, and the analysis result details include cause information of display panel failure and each reason The score information of the information. For example, the server generates a URL address in a specified format according to the instance number of the analysis task in the analysis result details request, so that the terminal jumps to the analysis including the cause information of the display panel failure and the score information of each cause information as shown in Figure 5. The result details interface, the analysis result details interface can also generate a series of quantified judgment indicators to reflect the relationship between the Defect Code (bad number) and the cause variable (the selected site or the equipment under the selected site), for example, by generating a series of quantitative judgment indicators. Some charts can be used to reflect the distribution information of Defect Code (bad number).
服务器响应于例如包括任务名称的重启分析任务请求,例如通过查询例如表4的分析任务执行信息表获取需要重新执行的分析任务的配置信息,按照前述示例的操作重新调度执行相应的分析任务。In response to the restart analysis task request including the task name, for example, the server obtains the configuration information of the analysis task to be re-executed by querying the analysis task execution information table such as Table 4, and reschedules and executes the corresponding analysis task according to the operation of the preceding example.
在一个具体示例中,上述步骤S210-S280形成的显示面板不良的分析任务调度及分析结果查询流程,例如图6所示,图6所示中,用户前端界面即终端,后端即服务器端,分析结果即数据库端。In a specific example, the bad analysis task scheduling and analysis result query process of the display panel formed by the above steps S210-S280, for example, as shown in FIG. The analysis result is the database side.
在一种可能的实现方式中,除了上述步骤S240-S280介绍的用户通过终端主动发起分析结果查询的方式外,本实施例还提供了自动化邮件的方式以定时推送分析结果,具体包括:In a possible implementation, in addition to the way that the user actively initiates the analysis result query through the terminal introduced in the above steps S240-S280, this embodiment also provides an automated mail method to regularly push the analysis results, specifically including:
终端响应于对显示的第三界面的第一设置控件的操作得到邮件配置信息并发送至服务器,所述邮件配置信息包括邮件发布时间点、邮件发布频率、显示面板不良的原因信息的分数信息和收件人信息;The terminal obtains mail configuration information in response to the operation of the first setting control on the displayed third interface and sends it to the server. The mail configuration information includes the time point of mail publishing, the frequency of mail publishing, the score information of the cause information of the display panel failure, and Recipient Information;
服务器根据所述邮件配置信息查询存储的分析结果并将查询得到的分析结果信息进行邮件发送。The server queries the stored analysis results according to the email configuration information and sends the query analysis result information by email.
在一个具体示例中,终端显示例如图7所示的自动化邮件配置界面,用户在自动化邮件配置界面的控件中设置包括邮件发布时间点、邮件发布频率、显示面板不良的原因信息的分数信息和收件人信息的邮件配置信息,服务器响应于邮件配置信息,根据每天得到的自动化分析任务的分析结果中的显示面板不良的原因信息的分数信息设置每天发送的邮件中需要关注内容,同时设置邮件的发送时间、频率、发件人、发送人、抄送人、正文发送模板等相关信息,在后台开启线程专门用于定时发送邮件,时间来到邮件发送的时间点时会从PG表中获取相对应的分析结果,此过程前述用户查询分析结果的过程相似,服务器根据用户设置的显示面板不良的原因信息的分数信息过滤得到需要的分析结果,写入在远端服务器准备的Excel模板中,并截图作为正文插入邮件,生成的Excel文件作为附件发送邮件,用户在终端通过网页或客户端登录邮箱阅读包括分析结果信息邮件时,显示的邮件内容例如图8所示。In a specific example, the terminal displays, for example, the automated email configuration interface shown in FIG. In response to the email configuration information, the server sets the content that needs attention in the emails sent every day according to the score information of the cause information of the display panel failure in the analysis results of the automated analysis task obtained every day, and at the same time sets the email configuration information. Sending time, frequency, sender, sender, cc, text sending template and other related information, a thread is opened in the background to send emails at regular intervals, and when the time comes to send emails, relevant information will be obtained from the PG table Corresponding to the analysis results, this process is similar to the above-mentioned process of the user querying the analysis results. The server filters the required analysis results according to the score information of the cause information of the display panel failure set by the user, writes it into the Excel template prepared by the remote server, and The screenshot is inserted into the email as the text, and the generated Excel file is sent as an attachment. When the user logs in to the mailbox through the web page or client to read the email including the analysis result information, the displayed email content is shown in Figure 8.
在一个具体示例中,上述邮件配置的流程,例如图9所示。In a specific example, the flow of the above email configuration is shown in FIG. 9 , for example.
综上,本实施例提供的显示面板不良的分析方法,可以以整个工厂每个站点生产过程中产生的生产数据为数据源,根据用户的分析需求,设置原因变量及结果变量进行定时调度分析,生成一系列量化的判断指标及可视化的图表供用户查看,用户操作简便,用户查看分析结果直观方便。同时,提供了邮件定时发送功能,每天定时推送自动化分析任务的分析结果概览,提高了分析效率,节约了人工成本。To sum up, the method for analyzing defective display panels provided in this embodiment can use the production data generated during the production process of each site in the entire factory as the data source, and set the cause variables and result variables according to the user's analysis requirements for timing scheduling analysis. A series of quantitative judgment indicators and visual charts are generated for users to view. The operation is easy for users, and the analysis results are intuitive and convenient for users to view. At the same time, it provides the function of sending emails at regular intervals, and pushes an overview of the analysis results of automated analysis tasks at regular intervals every day, which improves analysis efficiency and saves labor costs.
本领域技术人员应当理解,上述实施例中,虽然按照例如S210、S220等步骤编号进行流程中的步骤的执行顺序的描述,但并不意味着一定按照这样的顺序执行,只要不违反逻辑。Those skilled in the art should understand that in the above embodiments, although the execution order of the steps in the process is described according to the step numbers such as S210 and S220, it does not mean that they must be executed in this order, as long as the logic is not violated.
本发明的另一个实施例提供了一种显示面板不良的分析系统,包括服务器和至少一个终端;Another embodiment of the present invention provides a system for analyzing defective display panels, including a server and at least one terminal;
所述服务器,用于根据分析任务参数配置表及获取的分析任务参数值,生成包含分析任务参数信息的分析任务参数数据表;The server is configured to generate an analysis task parameter data table including analysis task parameter information according to the analysis task parameter configuration table and the acquired analysis task parameter values;
所述终端,用于响应于对显示的第一界面的第一输入控件的输入操作得到分析任务的执行时间信息并发送至所述服务器;The terminal is configured to obtain execution time information of the analysis task and send it to the server in response to an input operation on the first input control of the displayed first interface;
所述服务器,还用于根据所述分析任务参数数据表和所述执行时间信息创建分析任务,按照所述执行时间信息定时调用分析模型执行分析任务,并存储分析结果。The server is further configured to create an analysis task according to the analysis task parameter data table and the execution time information, periodically call an analysis model to execute the analysis task according to the execution time information, and store analysis results.
需要说明的是,本实施例提供的显示面板不良的分析系统的原理及工作流程与上述显示面板不良的分析方法相似,相关之处可以参照上述说明,在此不再赘述。It should be noted that the principle and workflow of the system for analyzing defective display panels provided in this embodiment are similar to the method for analyzing defective display panels described above.
如图10所示,适于用来实现上述实施例提供的显示面板不良的分析系统中的服务器或终端的计算机系统,包括中央处理模块(CPU),其可以根据存储在只读存储器(ROM)中的程序或者从存储部分加载到随机访问存储器(RAM)中的程序而执行各种适当的动作和处理。在RAM中,还存储有计算机系统操作所需的各种程序和数据。CPU、ROM以及RAM通过总线被此相连。输入/输入(I/O)接口也连接至总线。As shown in Figure 10, the computer system that is suitable for being used to realize the server or terminal in the bad analysis system of the display panel that above-mentioned embodiment provides, comprises central processing module (CPU), and it can be stored in read-only memory (ROM) Various appropriate actions and processes are executed by a program in the memory or a program loaded from the storage part into the random access memory (RAM). In RAM, various programs and data necessary for the operation of the computer system are also stored. The CPU, ROM, and RAM are connected here via a bus. An input/input (I/O) interface is also connected to the bus.
以下部件连接至I/O接口:包括键盘、鼠标等的输入部分;包括诸如液晶显示器(LCD)等以及扬声器等的输出部分;包括硬盘等的存储部分;以及包括诸如LAN卡、调制解调器等的网络接口卡的通信部分。通信部分经由诸如因特网的网络执行通信处理。驱动器也根据需要连接至I/O接口。可拆卸介质,诸如磁盘、光盘、磁光盘、半导体存储器等等,根据需要安装在驱动器上,以便于从其上读出的计算机程序根据需要被安装入存储部分。The following parts are connected to the I/O interface: an input section including a keyboard, a mouse, etc.; an output section including a liquid crystal display (LCD) etc., a speaker, etc.; a storage section including a hard disk, etc.; and a network including a LAN card, a modem, etc. The communication part of the interface card. The communication section performs communication processing via a network such as the Internet. Drives are also connected to the I/O interface as required. A removable medium, such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, etc., is mounted on the drive as necessary so that a computer program read therefrom is installed into the storage section as necessary.
特别地,根据本实施例,上文流程图描述的过程可以被实现为计算机软件程序。例如,本实施例包括一种计算机程序产品,其包括有形地包含在计算机可读介质上的计算机程序,上述计算机程序包含用于执行流程图所示的方法的程序代码。在这样的实施例中,该计算机程序可以通过通信部分从网络上被下载和安装,和/或从可拆卸介质被安装。In particular, according to this embodiment, the process described in the flow chart above can be implemented as a computer software program. For example, the present embodiment includes a computer program product, which includes a computer program tangibly embodied on a computer-readable medium, the computer program including program codes for executing the method shown in the flowchart. In such an embodiment, the computer program can be downloaded and installed from a network via the communication part, and/or installed from a removable medium.
附图中的流程图和示意图,图示了本实施例的系统、方法和计算机程序产品的可能实现的体系架构、功能和操作。在这点上,流程图或示意图中的每个方框可以代表一个模块、程序段或代码的一部分,上述模块、程序段或代码的一部分包含一个或多个用于实现规定的逻辑功能的可执行指令。也应当注意,在有些作为替换的实现中,方框中所标注的功能也可以以不同于附图中所标注的顺序发生。例如,两个接连地表示的方框实际上可以基本并行地执行,它们有时也可以按相反的顺序执行,这依所涉及的功能而定。也要注意的是,示意图和/或流程图中的每个方框、以及示意和/或流程图中的方框的组合,可以用执行规定的功能或操作的专用的基于硬件的系统来实现,或者可以用专用硬件与计算机指令的组合来实现。The flowcharts and schematic diagrams in the accompanying drawings illustrate the architecture, functions and operations of possible implementations of the system, method and computer program product of the present embodiment. In this regard, each block in a flowchart or schematic diagram may represent a module, program segment, or part of code that includes one or more programmable components for implementing specified logical functions. Execute instructions. It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or they may sometimes be executed in the reverse order, depending upon the functionality involved. It should also be noted that each block of the illustrations and/or flowchart illustrations, and combinations of blocks in the illustrations and/or flowchart illustrations, can be implemented by a dedicated hardware-based system that performs the specified functions or operations , or may be implemented by a combination of dedicated hardware and computer instructions.
作为另一方面,本实施例还提供了一种非易失性计算机存储介质,该非易失性计算机存储介质可以是上述实施例中上述装置中所包含的非易失性计算机存储介质,也可以是单独存在,未装配入终端中的非易失性计算机存储介质。上述非易失性计算机存储介质存储有一个或者多个程序,当上述一个或者多个程序被一个设备执行时:As another aspect, this embodiment also provides a non-volatile computer storage medium. The non-volatile computer storage medium may be the non-volatile computer storage medium contained in the above-mentioned device in the above-mentioned embodiment, or It may be a non-volatile computer storage medium that exists independently and is not assembled into the terminal. The above-mentioned non-volatile computer storage medium stores one or more programs, when the above-mentioned one or more programs are executed by a device:
使得上述设备:根据分析任务参数配置表及获取的分析任务参数值,生成包含分析任务参数信息的分析任务参数数据表;接收来自终端的分析任务的执行时间信息,所述执行时间信息由所述终端响应于对显示的第一界面的第一输入控件的操作得到;根据所述分析任务参数数据表和所述执行时间信息创建分析任务,按照所述执行时间信息定时调用分析模型执行分析任务,并存储分析结果。或The above device: generates an analysis task parameter data table including analysis task parameter information according to the analysis task parameter configuration table and the obtained analysis task parameter value; receives execution time information of the analysis task from the terminal, and the execution time information is provided by the The terminal obtains in response to the operation of the first input control on the displayed first interface; creates an analysis task according to the analysis task parameter data table and the execution time information, and periodically invokes the analysis model to execute the analysis task according to the execution time information, and store the analysis results. or
使得上述设备:响应于对显示的第一界面的第一输入控件的输入操作得到分析任务的执行时间信息;将所述分析任务的执行时间信息发送至服务器,以使得所述服务器根据包含分析任务参数信息的分析任务参数数据表和所述执行时间信息创建分析任务,按照所述执行时间信息定时调用分析模型执行分析任务,并存储分析结果,其中,所述分析任务参数数据表由所述服务器根据分析任务参数配置表及获取的分析任务参数值生成。The above-mentioned device: obtains the execution time information of the analysis task in response to an input operation on the first input control of the displayed first interface; sends the execution time information of the analysis task to the server, so that the server contains the analysis task according to the The analysis task parameter data table of the parameter information and the execution time information create an analysis task, periodically call the analysis model to execute the analysis task according to the execution time information, and store the analysis results, wherein the analysis task parameter data table is provided by the server Generated according to the analysis task parameter configuration table and the obtained analysis task parameter values.
在本发明的描述中,需要说明的是,术语“上”、“下”等指示的方位或位置关系为基于附图所示的方位或位置关系,仅是为了便于描述本发明和简化描述,而不是指示或暗示所指的装置或元件必须具有特定的方位、以特定的方位构造和操作,因此不能理解为对本发明的限制。除非另有明确的规定和限定,术语“安装”、“相连”、“连接”应做广义理解,例如,可以是固定连接,也可以是可拆卸连接,或一体地连接;可以是机械连接,也可以是电连接;可以是直接相连,也可以通过中间媒介间接相连,可以是两个元件内部的连通。对于本领域的普通技术人员而言,可以根据具体情况理解上述术语在本发明中的具体含义。In the description of the present invention, it should be noted that the orientation or positional relationship indicated by the terms "upper", "lower", etc. is based on the orientation or positional relationship shown in the drawings, and is only for the convenience of describing the present invention and simplifying the description. It is not intended to indicate or imply that the referred device or element must have a particular orientation, be constructed in a particular orientation, and operate in a particular orientation, and thus should not be construed as limiting the invention. Unless otherwise clearly specified and limited, the terms "installation", "connection" and "connection" should be interpreted in a broad sense, for example, it may be a fixed connection, a detachable connection, or an integral connection; it may be a mechanical connection, It can also be an electrical connection; it can be a direct connection, or an indirect connection through an intermediary, or an internal communication between two components. Those of ordinary skill in the art can understand the specific meanings of the above terms in the present invention according to specific situations.
还需要说明的是,在本发明的描述中,诸如第一和第二等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来,而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。而且,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者设备所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括所述要素的过程、方法、物品或者设备中还存在另外的相同要素。It should also be noted that in the description of the present invention, relative terms such as first and second are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply these No such actual relationship or order exists between entities or operations. Furthermore, the term "comprises", "comprises" or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method, article, or apparatus comprising a set of elements includes not only those elements, but also includes elements not expressly listed. other elements of or also include elements inherent in such a process, method, article, or device. Without further limitations, an element defined by the phrase "comprising a ..." does not exclude the presence of additional identical elements in the process, method, article or apparatus comprising said element.
显然,本发明的上述实施例仅仅是为清楚地说明本发明所作的举例,而并非是对本发明的实施方式的限定,对于本领域的普通技术人员来说,在上述说明的基础上还可以做出其它不同形式的变化或变动,这里无法对所有的实施方式予以穷举,凡是属于本发明的技术方案所引伸出的显而易见的变化或变动仍处于本发明的保护范围之列。Apparently, the above-mentioned embodiments of the present invention are only examples for clearly illustrating the present invention, and are not intended to limit the implementation of the present invention. Those of ordinary skill in the art can also make It is not possible to exhaustively list all the embodiments here, and any obvious changes or changes derived from the technical solutions of the present invention are still within the scope of protection of the present invention.
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