CN115063109A - A data processing method, device, equipment and medium - Google Patents
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Abstract
Description
技术领域technical field
本发明涉及数据处理技术领域,尤其涉及一种数据处理方法、装置、设备及介质。The present invention relates to the technical field of data processing, and in particular, to a data processing method, apparatus, device and medium.
背景技术Background technique
随着疾病诊断相关分组付费方式改革工作的全面推广,其中病案管理是分组的核心,因此提高病案管理质量,提高医保结算清单推送的完整性、准确性就显得尤为重要。With the comprehensive promotion of the reform of group payment methods related to disease diagnosis, medical record management is the core of grouping. Therefore, it is particularly important to improve the quality of medical record management and improve the completeness and accuracy of medical insurance settlement list push.
鉴于结算清单涉及的数据指标之多,规范之复杂,需要对清单的填写内容进行质控,现有的质控方法通常是人工参与,面对大量的数据时,对质控的效率和准确率较低,此外,当区域规范性文件调整后,人工不能及时了解质控标准的改变,导致不能准确的实现对清单填写内容的质控。In view of the large number of data indicators involved in the settlement list and the complexity of the specifications, it is necessary to carry out quality control on the filling content of the list. The existing quality control method is usually manual participation. When faced with a large amount of data, the efficiency and accuracy of quality control In addition, when the regional normative documents are adjusted, the manual cannot understand the change of the quality control standard in time, resulting in the inability to accurately realize the quality control of the content filled in the list.
发明内容SUMMARY OF THE INVENTION
本发明提供了一种数据处理方法、装置、设备及介质,以实现自动对表单中的数据进行校验,且实现逻辑简单、操作方便。The invention provides a data processing method, device, equipment and medium, so as to realize the automatic verification of data in the form, and the realization logic is simple and the operation is convenient.
根据本发明的一方面,提供了一种数据处理方法,该方法包括:According to an aspect of the present invention, a data processing method is provided, the method comprising:
在检测到满足数据校准条件时,确定至少一个待校验项;When it is detected that the data calibration conditions are met, at least one item to be checked is determined;
基于目标反射机制确定与所述至少一个待校验项所对应的目标数据;Determine the target data corresponding to the at least one item to be checked based on the target reflection mechanism;
基于各待校验项所对应的待校验数据和相应的目标数据,确定目标反馈内容并反馈。Based on the to-be-checked data corresponding to each to-be-checked item and the corresponding target data, the target feedback content is determined and fed back.
根据本发明的另一方面,提供了一种数据处理装置,该装置包括:According to another aspect of the present invention, a data processing apparatus is provided, the apparatus comprising:
待校验项确定模块,用于在检测到满足数据校准条件时,确定至少一个待校验项;A to-be-calibrated item determination module, configured to determine at least one to-be-calibrated item when it is detected that the data calibration condition is met;
目标数据确定模块,用于基于目标反射机制确定与所述至少一个待校验项所对应的目标数据;a target data determination module, configured to determine target data corresponding to the at least one item to be verified based on a target reflection mechanism;
目标内容反馈模块,用于基于各待校验项所对应的待校验数据和相应的目标数据,确定目标反馈内容并反馈。The target content feedback module is used for determining and feeding back the target feedback content based on the to-be-checked data corresponding to each to-be-checked item and the corresponding target data.
根据本发明的另一方面,提供了一种电子设备,所述电子设备包括:According to another aspect of the present invention, an electronic device is provided, the electronic device comprising:
至少一个处理器;以及at least one processor; and
与所述至少一个处理器通信连接的存储器;其中,a memory communicatively coupled to the at least one processor; wherein,
所述存储器存储有可被所述至少一个处理器执行的计算机程序,所述计算机程序被所述至少一个处理器执行,以使所述至少一个处理器能够执行本发明任一实施例所述的数据处理方法。The memory stores a computer program executable by the at least one processor, the computer program being executed by the at least one processor to enable the at least one processor to perform any of the embodiments of the present invention. data processing method.
根据本发明的另一方面,提供了一种计算机可读存储介质,所述计算机可读存储介质存储有计算机指令,所述计算机指令用于使处理器执行时实现本发明任一实施例所述的数据处理方法。According to another aspect of the present invention, a computer-readable storage medium is provided, where computer instructions are stored in the computer-readable storage medium, and the computer instructions are used to cause a processor to implement any of the embodiments of the present invention when executed. data processing method.
本发明实施例的技术方案,通过在检测到满足数据校准条件时,确定至少一个待校验项;基于目标反射机制确定与至少一个待校验项所对应的目标数据;基于各待校验项所对应的待校验数据和相应的目标数据,确定目标反馈内容并反馈。本发明的技术方案基于待校验项对应目标数据生成脚本,并通过反射机制对待校验项的内容数据进行校验,解决了现有的质控系统需要复杂的质控应用,且需要编写复杂的逻辑不方便维护的问题,实现了对待校验项的校验以及对填写的数据的质控,减少校验的逻辑复杂程度。The technical solution of the embodiment of the present invention is to determine at least one item to be verified when it is detected that the data calibration condition is met; to determine target data corresponding to the at least one item to be verified based on the target reflection mechanism; The corresponding data to be verified and the corresponding target data are determined and fed back. The technical scheme of the present invention generates a script based on the target data corresponding to the item to be verified, and verifies the content data of the item to be verified through a reflection mechanism, which solves the problem that the existing quality control system needs complex quality control applications and complex programming. The problem that the logic is inconvenient to maintain, realizes the verification of the items to be verified and the quality control of the filled data, reducing the logical complexity of verification.
应当理解,本部分所描述的内容并非旨在标识本发明的实施例的关键或重要特征,也不用于限制本发明的范围。本发明的其它特征将通过以下的说明书而变得容易理解。It should be understood that the content described in this section is not intended to identify key or critical features of the embodiments of the invention, nor is it intended to limit the scope of the invention. Other features of the present invention will become readily understood from the following description.
附图说明Description of drawings
为了更清楚地说明本发明实施例中的技术方案,下面将对实施例描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to illustrate the technical solutions in the embodiments of the present invention more clearly, the following briefly introduces the accompanying drawings used in the description of the embodiments. Obviously, the accompanying drawings in the following description are only some embodiments of the present invention. For those of ordinary skill in the art, other drawings can also be obtained from these drawings without creative effort.
图1为本发明实施例一提供了一种数据处理方法的流程图;1 is a flowchart of a data processing method provided in Embodiment 1 of the present invention;
图2为本发明实施例二提供的一种数据处理方法的流程图;2 is a flowchart of a data processing method according to Embodiment 2 of the present invention;
图3为本发明实施例三提供的一种数据处理装置的结构示意图;3 is a schematic structural diagram of a data processing apparatus according to Embodiment 3 of the present invention;
图4示出了可以用来实施本发明的实施例的电子设备的结构示意图。FIG. 4 shows a schematic structural diagram of an electronic device that can be used to implement embodiments of the present invention.
具体实施方式Detailed ways
为了使本技术领域的人员更好地理解本发明方案,下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本发明一部分的实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都应当属于本发明保护的范围。In order to make those skilled in the art better understand the solutions of the present invention, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only Embodiments are part of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.
需要说明的是,本发明的说明书和权利要求书及上述附图中的术语“第一”、“第二”等是用于区别类似的对象,而不必用于描述特定的顺序或先后次序。应该理解这样使用的数据在适当情况下可以互换,以便这里描述的本发明的实施例能够以除了在这里图示或描述的那些以外的顺序实施。此外,术语“包括”和“具有”以及他们的任何变形,意图在于覆盖不排他的包含,例如,包含了一系列步骤或单元的过程、方法、系统、产品或设备不必限于清楚地列出的那些步骤或单元,而是可包括没有清楚地列出的或对于这些过程、方法、产品或设备固有的其它步骤或单元。It should be noted that the terms "first", "second" and the like in the description and claims of the present invention and the above drawings are used to distinguish similar objects, and are not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used may be interchanged under appropriate circumstances such that the embodiments of the invention described herein can be practiced in sequences other than those illustrated or described herein. Furthermore, the terms "comprising" and "having" and any variations thereof, are intended to cover non-exclusive inclusion, for example, a process, method, system, product or device comprising a series of steps or units is not necessarily limited to those expressly listed Rather, those steps or units may include other steps or units not expressly listed or inherent to these processes, methods, products or devices.
实施例一Example 1
图1为本发明实施例一提供了一种数据处理方法的流程图,本实施例可适用于任意需要对待校验项进行校验的情况,该方法可以由数据处理装置来执行,该数据处理装置可以采用硬件和/或软件的形式实现,该数据处理装置可配置于终端设备中,例如PC端或者移动终端。如图1所示,该方法包括:FIG. 1 is a flowchart of a data processing method provided in Embodiment 1 of the present invention. This embodiment can be applied to any situation that requires verification of items to be verified. The method can be executed by a data processing device. The data processing The apparatus may be implemented in the form of hardware and/or software, and the data processing apparatus may be configured in a terminal device, such as a PC terminal or a mobile terminal. As shown in Figure 1, the method includes:
S110、在检测到满足数据校准条件时,确定至少一个待校验项。S110. When it is detected that the data calibration condition is satisfied, determine at least one item to be verified.
其中,数据校准条件可以理解为对待校验项进行数据校准的触发条件。待校验项可以理解为表单文件中需要进行数据校验的字段或者指标。示例性的,表单文件中可以是病案首页还可以是报销结算清单,需要校验的字段为字段a、字段b、字段c,则字段a、字段b、字段c即可作为待校验项。例如,字段a对应的是报销类别,不同的报销类别对应于就诊时不同的诊疗方式,诊疗方式包括但不限于中、西医,门诊慢特病,手术,日间手术、住院等。需要说明的是,还可以是在表单内容的填写过程中,将当前填写内容所对应的字段作为待校验项。Among them, the data calibration condition can be understood as a trigger condition for performing data calibration on the item to be verified. The items to be verified can be understood as fields or indicators in the form file that need to be verified. Exemplarily, the form file may be a medical record home page or a reimbursement settlement list, and the fields to be verified are field a, field b, and field c, then field a, field b, and field c can be used as items to be verified. For example, field a corresponds to the reimbursement category, and different reimbursement categories correspond to different diagnosis and treatment methods when visiting a doctor. The diagnosis and treatment methods include but are not limited to Chinese and Western medicine, outpatient chronic diseases, surgery, day surgery, hospitalization, etc. It should be noted that, in the process of filling in the form content, the field corresponding to the currently filled content may be used as the item to be verified.
具体的,当数据处理装置检测到满足数据校准条件时,说明需要对表单中的某个字段或者指标对应的内容进行校验,校验其内容是否准确或者合规,此时该字段或指标即为待校验项。Specifically, when the data processing device detects that the data calibration conditions are met, it indicates that the content corresponding to a field or indicator in the form needs to be verified to verify whether the content is accurate or compliant. At this time, the field or indicator is is the item to be verified.
在上述技术方案的基础上,所述数据校准条件包括下述至少一种:On the basis of the above technical solution, the data calibration conditions include at least one of the following:
第一种是触发目标软件,目标软件指的是集成本实施例的数据处理装置的软件,可以是开发人员研发出的用于数据校验的app。当需要对待校验项进行校验时,可以通过点击或者触摸操作启动该软件,并将相应的表单文件上传至该软件,该软件可以执行对表单中各个待校验项进行校验的操作。The first type is to trigger target software. The target software refers to software integrated with the data processing apparatus of this embodiment, and may be an app developed by a developer for data verification. When the item to be verified needs to be verified, the software can be started by clicking or touching, and the corresponding form file is uploaded to the software, and the software can perform the operation of verifying each item to be verified in the form.
第二种是触发显示界面中预先设置的与至少一个待校验项相对应的内容编辑控件。其中,显示界面可以理解某个软件对应的显示界面,该软件通常是用于填写表单中待校验项的数据内容的软件。通常为了提高对数据处理和校验的效率,当用户在表单数据填写软件的显示界面上填写某个待校验项对应的内容时,可以通过触发显示界面中的内容编辑控件,以填写数据内容。此时,当检测到该内容编辑控件被触发,说明待校验项对应的数据内容填写完成,可以对其进行校验,即满足数据校准条件。The second is to trigger a content editing control preset in the display interface and corresponding to at least one item to be checked. Wherein, the display interface can understand the display interface corresponding to a certain software, and the software is usually software used to fill in the data content of the items to be verified in the form. Usually, in order to improve the efficiency of data processing and verification, when the user fills in the content corresponding to an item to be verified on the display interface of the form data filling software, the content editing control in the display interface can be triggered to fill in the data content. . At this time, when it is detected that the content editing control is triggered, it means that the data content corresponding to the item to be verified has been filled in and can be verified, that is, the data calibration condition is satisfied.
第三种是接收到对数据进行校验的指令。当表单的数据填写完成后并保存至相应的信息库中,当接收到定期的数据校验指令时,说明需要对信息库中的表单待校验项进行校验,可以定期对信息库中的所有的表单待校验项进行数据校验。The third is to receive an instruction to verify the data. When the data of the form is filled in and saved to the corresponding information database, when a regular data verification command is received, it indicates that the form to be verified in the information database needs to be verified. All form items to be verified are data verified.
S120、基于目标反射机制确定与所述至少一个待校验项所对应的目标数据。S120. Determine target data corresponding to the at least one item to be checked based on a target reflection mechanism.
其中,目标反射机制可以理解为任意可以确定目标数据的机制,例如目标反射机制为java反射机制。目标数据可以理解为与待校验项的内容数据相对应的标准化数据,可以是待校验项的内容数据需要符合的值域、格式等。Among them, the target reflection mechanism can be understood as any mechanism that can determine target data, for example, the target reflection mechanism is a java reflection mechanism. The target data can be understood as standardized data corresponding to the content data of the item to be verified, which can be a value range, format, etc., that the content data of the item to be verified needs to conform to.
具体的,通过java反射机制,映射出脚本中与各个待校验项的数据内容所对应的标准化数据,作为目标数据。Specifically, through the java reflection mechanism, the standardized data corresponding to the data content of each item to be verified in the script is mapped as the target data.
在上述技术方案的基础上,所述基于目标反射机制确定与所述至少一个待校验项所对应的目标数据,包括:基于所述目标反射机制确定与所述至少一个待校验项所对应的至少一个校验类别;根据所述至少一个检验类别确定相应的目标数据。On the basis of the above technical solution, the determining the target data corresponding to the at least one item to be verified based on the target reflection mechanism includes: determining the target data corresponding to the at least one item to be verified based on the target reflection mechanism at least one verification category of ; determine corresponding target data according to the at least one verification category.
其中,校验类别可以理解为对待校验项进行何种类型的校验。例如,对待校验项进行必填性的校验,或者对待校验项进行值域校验,或者对待校验项进行格式校验,或者对待校验项进行内容校验。Among them, the verification category can be understood as what type of verification is to be performed on the item to be verified. For example, a mandatory check is performed on the item to be checked, or a value range check is performed on the item to be checked, or a format check is performed on the item to be checked, or the content check is performed on the item to be checked.
具体,可以基于目标反射机制对确定与待校验项所对应的至少一个校验类别,根据各个类别确定对应的目标数据,如果待校验项的校验类别为值域校验,则目标数据即为具体的值域。如果待校验内容为格式校验,则目标数据即为具体的格式,例如,目标数据为16位数字。Specifically, at least one verification category corresponding to the item to be verified can be determined based on the target reflection mechanism, and the corresponding target data can be determined according to each category. If the verification category of the item to be verified is range verification, the target data is a specific value range. If the content to be verified is format verification, the target data is a specific format, for example, the target data is a 16-digit number.
需要说明的是,一个待校验项对应的校验类别可能为一个或者多个,即存在某个待校验项对应多个校验类别,例如,同时需要对某个待校验项进行值域校验和格式校验。It should be noted that there may be one or more verification categories corresponding to an item to be verified, that is, there is a certain item to be verified corresponding to multiple verification categories. Domain check and format check.
S130、基于各待校验项所对应的待校验数据和相应的目标数据,确定目标反馈内容并反馈。S130 , based on the to-be-verified data corresponding to each to-be-verified item and the corresponding target data, determine and feed back the target feedback content.
其中,待校验数据可以理解为待校验项的内容数据。目标反馈内容可以理解为最终反馈的信息,例如,目标反馈内容为校验通过或者校验不通过。The data to be verified may be understood as content data of the item to be verified. The target feedback content can be understood as the final feedback information, for example, the target feedback content is whether the verification passed or the verification failed.
具体的,可以将待校验数据与标准化的目标数据进行比对,根据两者的比对结果确定校验结果,并将与校验结果相关的信息作为目标反馈内容进行反馈,如将校验通过或者不通过的结果作为目标反馈内容进行反馈。Specifically, the data to be verified can be compared with the standardized target data, the verification result can be determined according to the comparison result of the two, and the information related to the verification result can be fed back as the target feedback content. The result of passing or not passing is used as the target feedback content for feedback.
在上述技术方案的基础上,所述基于各待校验项所对应的待校验数据和相应的目标数据,确定目标反馈内容,包括:若所述待校验数据和相应的目标数据相一致,则确定所述目标反馈内容为正常;若所述待校验数据和相应的目标数据不一致,则确定所述目标反馈内容为异常,并显示异常原因。On the basis of the above technical solution, determining the target feedback content based on the to-be-checked data corresponding to each to-be-checked item and the corresponding target data includes: if the to-be-checked data is consistent with the corresponding target data , it is determined that the target feedback content is normal; if the data to be verified is inconsistent with the corresponding target data, it is determined that the target feedback content is abnormal, and the reason for the abnormality is displayed.
具体的,当待校验数据与目标数据相一致,如待校验数据的数据格式与目标数据的格式相符,或者待校验数据的大小范围在目标数据规定的值域范围内等。上述所述情况均可认为待校验数据与目标数据相一致,则说明待校验数据通过了校验,待校验数据是正常的,则确定目标反馈内容为正常。如果不一致,说明校验不通过,即待校验的数据填写有问题,此时可以将异常作为目标反馈内容,并反馈异常的原因,提示按照正确的方式填写待校验数据。这样的好处在于,可以规范化对表单内容的填写,实现对表单的质控管理。Specifically, when the data to be verified is consistent with the target data, for example, the data format of the data to be verified is consistent with the format of the target data, or the size range of the data to be verified is within the range specified by the target data. In the above-mentioned situations, it can be considered that the data to be verified is consistent with the target data, it means that the data to be verified has passed the verification, and the data to be verified is normal, then it is determined that the target feedback content is normal. If it is inconsistent, it means that the verification fails, that is, there is a problem with filling in the data to be verified. In this case, the abnormality can be used as the target feedback content, and the reason for the abnormality can be fed back, prompting to fill in the data to be verified in the correct way. The advantage of this is that it can standardize the filling of the form content and realize the quality control management of the form.
示例性的,如待校验项为诊疗方式,该项的目标数据可以为中医诊疗方式、西医诊疗方式,门诊慢特病诊疗方式,手术诊疗方式,日间手术诊疗方式。相应的,如果待校验数据为上述诊疗方式中的任一一种,则可以认为待校验数据与目标数据是相一致的,确定所述目标反馈内容为正常。Exemplarily, if the item to be verified is a diagnosis and treatment method, the target data of the item may be a traditional Chinese medicine diagnosis and treatment method, a western medicine diagnosis and treatment method, an outpatient diagnosis and treatment method for chronic and special diseases, an operation diagnosis and treatment method, and a day surgery diagnosis and treatment method. Correspondingly, if the data to be verified is any one of the above diagnosis and treatment methods, it can be considered that the data to be verified is consistent with the target data, and it is determined that the target feedback content is normal.
本发明实施例的技术方案,通过在检测到满足数据校准条件时,确定至少一个待校验项;基于目标反射机制确定与至少一个待校验项所对应的目标数据;基于各待校验项所对应的待校验数据和相应的目标数据,确定目标反馈内容并反馈。本发明的技术方案基于待校验项对应目标数据生成脚本,并通过反射机制对待校验项的内容数据进行校验,解决了现有的质控系统需要复杂的质控应用,且需要编写复杂的逻辑不方便维护的问题,实现了对待校验项的校验以及对填写的数据的质控,减少校验的逻辑复杂程度。The technical solution of the embodiment of the present invention is to determine at least one item to be verified when it is detected that the data calibration condition is met; to determine target data corresponding to the at least one item to be verified based on the target reflection mechanism; The corresponding data to be verified and the corresponding target data are determined and fed back. The technical scheme of the present invention generates a script based on the target data corresponding to the item to be verified, and verifies the content data of the item to be verified through a reflection mechanism, which solves the problem that the existing quality control system needs complex quality control applications and complex programming. The problem that the logic is inconvenient to maintain, realizes the verification of the items to be verified and the quality control of the filled data, reducing the logical complexity of verification.
实施例二Embodiment 2
图2为本发明实施例二提供的一种数据处理方法的流程图,本实施例主要介绍了在对待校验项进行校验之前,可以获取各区域的规范文档,基于规范文档确定目标脚本。在对校验项校验时,可以基于反射机制对目标脚本进行处理,确定目标数据。其具体的实施方式可以参见本实施例技术方案。其中,与上述实施例相同或者相应的技术术语在此不再赘述。如图2所示,该方法包括:FIG. 2 is a flowchart of a data processing method according to Embodiment 2 of the present invention. This embodiment mainly introduces that before verifying an item to be verified, a specification document of each area can be obtained, and a target script can be determined based on the specification document. When verifying the verification items, the target script can be processed based on the reflection mechanism to determine the target data. The specific implementation can refer to the technical solution of this embodiment. Wherein, the technical terms that are the same as or corresponding to the above embodiments are not repeated here. As shown in Figure 2, the method includes:
S210、获取各区域规范文档。S210 , obtaining the specification documents of each area.
其中,各区域规范文档可以理解为针对表单填写内容进行规定文档,填写表单中的各个待校验项对应的数据内容是都需要符合区域规范文档的规定,不同地理区域对应的规范文档不同,即对表单中内容的填写要求不同。Among them, each regional specification document can be understood as a document that specifies the content of the form, and the data content corresponding to each item to be verified in the filling form needs to comply with the provisions of the regional specification document. The specification documents corresponding to different geographical regions are different, that is, The requirements for filling in the contents of the form are different.
具体的,可以预先下载或者输入各区域的规范性文档并进行存储,当使用时可以直接在存储系统中查找和检索预先存储的各个区域的规范性文档。Specifically, the normative documents of each area can be downloaded or input in advance and stored, and when used, the pre-stored normative documents of each area can be directly searched and retrieved in the storage system.
S220、对于各区域规范文档,提取与当前区域规范文档相对应的至少一个指标项,以及根据预先设置的标签类别从当前区域规范文档中确定与至少一个指标项所对应的目标数据。S220. For each area specification document, extract at least one index item corresponding to the current area specification document, and determine target data corresponding to the at least one index item from the current area specification document according to a preset label category.
其中,预先设置的标签类别是用于区分指标项所对应的不同校验方式。如指标数据的必填性校验为标签类别1,指标数据的值域校验为标签类别2,指标数据的格式校验为标签类别3,指标数据的内容校验为标签类别4。The preset label category is used to distinguish different verification methods corresponding to the index items. For example, the mandatory verification of indicator data is label type 1, the value range verification of indicator data is label type 2, the format verification of indicator data is label type 3, and the content verification of indicator data is label type 4.
具体的,可以根据规范文档中的表单填写规范要求,提取出至少一个指标项,并确定该指标项需要进行哪些校验,如需要进行值域校验和必填性校验,则基于标签类别1、标签类别2从区域规范文档中确定与标签类别1标签类别2所对应的目标数据。Specifically, you can extract at least one indicator item according to the form filling specification requirements in the specification document, and determine which verifications need to be performed for this indicator item. 1. Tag category 2 Determine the target data corresponding to tag category 1 and tag category 2 from the area specification document.
在上述技术方案的基础上,所述提取与当前区域规范文档相对应的至少一个指标项,包括:根据预先设置的全量指标库,对所述当前区域规范文档进行提取处理,得到与所述当前区域规范相对应的至少一个指标项。On the basis of the above technical solution, the extracting at least one index item corresponding to the current area specification document includes: extracting the current area specification document according to a preset full index library, to obtain an index item corresponding to the current area specification document. At least one indicator item corresponding to the area specification.
其中,全量指标库是预先设置的数据库,在该数据库中存储有所有的文档或者表单可能存在的各个指标项。The full indicator library is a preset database, in which all indicator items that may exist in all documents or forms are stored.
具体的,将规范化文档与全量指标库中进行比对,可以确定出规范文档中涉及的指标项,代表规范化文档中主要是针对确定出的指标项的填写做出规范或要求。Specifically, by comparing the normative document with the full index library, the index items involved in the normative document can be determined, which means that the standardization document mainly makes specifications or requirements for filling in the determined index items.
在上述技术方案的基础上,当接收到更新后的区域规范文档时,确定更新的至少一个指标项以及相应的目标数据;基于更新后的所述至少一个指标项和相应的目标数据,更新所述目标脚本。On the basis of the above technical solution, when the updated area specification document is received, the updated at least one index item and the corresponding target data are determined; based on the updated at least one index item and the corresponding target data, all updated Describe the target script.
具体的,当区域规范性文档更新后,可以直接确定出其更新的指标项以及该指标项对应的目标数据。例如,更新的指标项为指标项A,对应的目标数据为:数值格式。此时,可以基于上述确定出的指标项以及目标数据对原有的脚本进行更新,得到新的脚本。Specifically, after the regional normative document is updated, the updated index item and the target data corresponding to the index item can be directly determined. For example, the updated indicator item is indicator item A, and the corresponding target data is in numerical format. At this time, the original script can be updated based on the above-determined index items and target data to obtain a new script.
S230、基于各区域规范文档所对应的指标项和相应的目标数据,确定目标脚本,以基于反射机制对目标脚本进行处理,确定目标数据。S230: Determine a target script based on the index item corresponding to each regional specification document and the corresponding target data, so as to process the target script based on the reflection mechanism to determine the target data.
其中,目标脚本可以理解为基于目标数据生成的脚本。The target script can be understood as a script generated based on target data.
具体的,针对区域规范文档中各个指标项对应的目标数据,生成质控模板,将模板初始化为脚本语言,可以是SQL脚本等任何脚本化语言,作为目标脚本并存储。以在确定目标数据时可以直接通过反射机制对目标脚本进行处理得到各个待校验项对应的目标数据。这样的好处在于:不需要复杂的质控应用,也不需要编写复杂的逻辑,只需要进行反射与脚本中指标的目标数据进行直接比较,即可对待校验项进行校验,实现上逻辑简单、操作方便。Specifically, according to the target data corresponding to each index item in the regional specification document, a quality control template is generated, and the template is initialized into a scripting language, which can be any scripting language such as SQL script, and is stored as the target script. Therefore, when the target data is determined, the target script can be directly processed through the reflection mechanism to obtain the target data corresponding to each item to be verified. The advantage of this is that there is no need for complex quality control applications, and no need to write complex logic. It only needs to perform direct comparison with the target data of the indicators in the script, and then the verification items can be verified, and the logic is simple to implement. , Easy to operate.
S240、在检测到满足数据校准条件时,确定至少一个待校验项。S240. When it is detected that the data calibration condition is satisfied, determine at least one item to be verified.
S250、基于目标反射机制确定与至少一个待校验项所对应的目标数据。S250. Determine target data corresponding to at least one item to be checked based on the target reflection mechanism.
S260、基于各待校验项所对应的待校验数据和相应的目标数据,确定目标反馈内容并反馈。S260 , based on the to-be-verified data corresponding to each to-be-verified item and the corresponding target data, determine and feed back the target feedback content.
本发明实施例的技术方案,通过在检测到满足数据校准条件时,确定至少一个待校验项;基于目标反射机制确定与至少一个待校验项所对应的目标数据;基于各待校验项所对应的待校验数据和相应的目标数据,确定目标反馈内容并反馈。本发明的技术方案基于待校验项对应目标数据生成脚本,并通过反射机制对待校验项的内容数据进行校验,解决了现有的质控系统需要复杂的质控应用,且需要编写复杂的逻辑不方便维护的问题,实现了对待校验项的校验以及对填写的数据的质控,减少校验的逻辑复杂程度。The technical solution of the embodiment of the present invention is to determine at least one item to be verified when it is detected that the data calibration condition is met; to determine target data corresponding to the at least one item to be verified based on the target reflection mechanism; The corresponding data to be verified and the corresponding target data are determined and fed back. The technical scheme of the present invention generates a script based on the target data corresponding to the item to be verified, and verifies the content data of the item to be verified through a reflection mechanism, which solves the problem that the existing quality control system needs complex quality control applications and complex programming. The problem that the logic is inconvenient to maintain, realizes the verification of the items to be verified and the quality control of the filled data, reducing the logical complexity of verification.
实施例三Embodiment 3
图3为本发明实施例三提供的一种数据处理装置的结构示意图。如图3所示,该装置包括:FIG. 3 is a schematic structural diagram of a data processing apparatus according to Embodiment 3 of the present invention. As shown in Figure 3, the device includes:
待校验项确定模块310,用于在检测到满足数据校准条件时,确定至少一个待校验项;A to-be-checked
目标数据确定模块320,用于基于目标反射机制确定与所述至少一个待校验项所对应的目标数据;a target
目标内容反馈模块330,用于基于各待校验项所对应的待校验数据和相应的目标数据,确定目标反馈内容并反馈。The target
在上述技术方案的基础上,所述数据校准条件包括下述至少一种:On the basis of the above technical solution, the data calibration conditions include at least one of the following:
触发目标软件;触发显示界面中预先设置的与至少一个待校验项相对应的内容编辑控件;接收到对数据进行校验的指令。Triggering the target software; triggering a content editing control preset in the display interface corresponding to at least one item to be verified; receiving an instruction to verify the data.
在上述技术方案的基础上,所述数据处理装置还包括:On the basis of the above technical solution, the data processing device further includes:
区域文档获取模块,用于获取各区域规范文档;The regional document acquisition module is used to acquire the regional specification documents;
指标项提取模块,用于对于各区域规范文档,提取与当前区域规范文档相对应的至少一个指标项,以及根据预先设置的标签类别从所述当前区域规范文档中确定与所述至少一个指标项所对应的目标数据;The index item extraction module is used for extracting at least one index item corresponding to the current area specification document for each area specification document, and determining the index item corresponding to the at least one index item from the current area specification document according to a preset label category the corresponding target data;
目标脚本确定模块,用于基于各区域规范文档所对应的指标项和相应的目标数据,确定目标脚本,以基于所述反射机制对所述目标脚本进行处理,确定所述目标数据。The target script determination module is configured to determine the target script based on the index item corresponding to each regional specification document and the corresponding target data, so as to process the target script based on the reflection mechanism to determine the target data.
在上述技术方案的基础上,所述指标项提取模块包括:On the basis of the above technical solution, the index item extraction module includes:
指标项提取单元,用于根据预先设置的全量指标库,对所述当前区域规范文档进行提取处理,得到与所述当前区域规范相对应的至少一个指标项。The index item extraction unit is configured to perform extraction processing on the current area specification document according to a preset full index library to obtain at least one index item corresponding to the current area specification.
在上述技术方案的基础上,所述目标数据确定模块320包括:On the basis of the above technical solutions, the target
校验类别确定单元,用于基于所述目标反射机制确定与所述至少一个待校验项所对应的至少一个校验类别;a verification category determination unit, configured to determine at least one verification category corresponding to the at least one item to be verified based on the target reflection mechanism;
目标数据确定单元,用于根据所述至少一个检验类别确定相应的目标数据。A target data determination unit, configured to determine corresponding target data according to the at least one inspection category.
在上述技术方案的基础上,所述目标内容反馈模块330,包括:On the basis of the above technical solutions, the target
正常反馈单元,用于若所述待校验数据和相应的目标数据相一致,则确定所述目标反馈内容为正常;a normal feedback unit, configured to determine that the target feedback content is normal if the data to be verified is consistent with the corresponding target data;
异常反馈单元,用于若所述待校验数据和相应的目标数据不一致,则确定所述目标反馈内容为异常,并显示异常原因。An abnormality feedback unit, configured to determine that the target feedback content is abnormal if the data to be verified is inconsistent with the corresponding target data, and display the abnormality reason.
在上述技术方案的基础上,所述数据处理装置还包括:On the basis of the above technical solution, the data processing device further includes:
目标数据更新模块,用于当接收到更新后的区域规范文档时,确定更新的至少一个指标项以及相应的目标数据;a target data update module, configured to determine the updated at least one indicator item and the corresponding target data when the updated regional specification document is received;
目标脚本更新单元,用于基于更新后的所述至少一个指标项和相应的目标数据,更新所述目标脚本。A target script updating unit, configured to update the target script based on the updated at least one indicator item and corresponding target data.
本发明实施例的技术方案,通过在检测到满足数据校准条件时,确定至少一个待校验项;基于目标反射机制确定与至少一个待校验项所对应的目标数据;基于各待校验项所对应的待校验数据和相应的目标数据,确定目标反馈内容并反馈。本发明的技术方案基于待校验项对应目标数据生成脚本,并通过反射机制对待校验项的内容数据进行校验,解决了现有的质控系统需要复杂的质控应用,且需要编写复杂的逻辑不方便维护的问题,实现了对待校验项的校验以及对填写的数据的质控,减少校验的逻辑复杂程度。The technical solution of the embodiment of the present invention is to determine at least one item to be verified when it is detected that the data calibration condition is met; to determine target data corresponding to the at least one item to be verified based on the target reflection mechanism; The corresponding data to be verified and the corresponding target data are determined and fed back. The technical scheme of the present invention generates a script based on the target data corresponding to the item to be verified, and verifies the content data of the item to be verified through a reflection mechanism, which solves the problem that the existing quality control system needs complex quality control applications and complex programming. The problem that the logic is inconvenient to maintain, realizes the verification of the items to be verified and the quality control of the filled data, reducing the logical complexity of verification.
本发明实施例所提供的数据处理装置可执行本发明任意实施例所提供的数据处理方法,具备执行方法相应的功能模块和有益效果。The data processing apparatus provided by the embodiment of the present invention can execute the data processing method provided by any embodiment of the present invention, and has functional modules and beneficial effects corresponding to the execution method.
实施例四Embodiment 4
图4示出了可以用来实施本发明的实施例的电子设备40的结构示意图。电子设备旨在表示各种形式的数字计算机,诸如,膝上型计算机、台式计算机、工作台、个人数字助理、服务器、刀片式服务器、大型计算机、和其它适合的计算机。电子设备还可以表示各种形式的移动装置,诸如,个人数字处理、蜂窝电话、智能电话、可穿戴设备(如头盔、眼镜、手表等)和其它类似的计算装置。本文所示的部件、它们的连接和关系、以及它们的功能仅仅作为示例,并且不意在限制本文中描述的和/或者要求的本发明的实现。FIG. 4 shows a schematic structural diagram of an
如图4所示,电子设备40包括至少一个处理器41,以及与至少一个处理器41通信连接的存储器,如只读存储器(ROM)42、随机访问存储器(RAM)43等,其中,存储器存储有可被至少一个处理器执行的计算机程序,处理器41可以根据存储在只读存储器(ROM)42中的计算机程序或者从存储单元48加载到随机访问存储器(RAM)43中的计算机程序,来执行各种适当的动作和处理。在RAM 43中,还可存储电子设备40操作所需的各种程序和数据。处理器41、ROM 42以及RAM 43通过总线44彼此相连。输入/输出(I/O)接口45也连接至总线44。As shown in FIG. 4, the
电子设备40中的多个部件连接至I/O接口45,包括:输入单元46,例如键盘、鼠标等;输出单元47,例如各种类型的显示器、扬声器等;存储单元48,例如磁盘、光盘等;以及通信单元49,例如网卡、调制解调器、无线通信收发机等。通信单元49允许电子设备40通过诸如因特网的计算机网络和/或各种电信网络与其他设备交换信息/数据。Various components in the
处理器41可以是各种具有处理和计算能力的通用和/或专用处理组件。处理器41的一些示例包括但不限于中央处理单元(CPU)、图形处理单元(GPU)、各种专用的人工智能(AI)计算芯片、各种运行机器学习模型算法的处理器、数字信号处理器(DSP)、以及任何适当的处理器、控制器、微控制器等。处理器41执行上文所描述的各个方法和处理,例如数据处理方法。The
在一些实施例中,数据处理方法可被实现为计算机程序,其被有形地包含于计算机可读存储介质,例如存储单元48。在一些实施例中,计算机程序的部分或者全部可以经由ROM 42和/或通信单元49而被载入和/或安装到电子设备40上。当计算机程序加载到RAM 43并由处理器41执行时,可以执行上文描述的数据处理方法的一个或多个步骤。备选地,在其他实施例中,处理器41可以通过其他任何适当的方式(例如,借助于固件)而被配置为执行数据处理方法。In some embodiments, the data processing method may be implemented as a computer program tangibly embodied on a computer-readable storage medium, such as
本文中以上描述的系统和技术的各种实施方式可以在数字电子电路系统、集成电路系统、场可编程门阵列(FPGA)、专用集成电路(ASIC)、专用标准产品(ASSP)、芯片上系统的系统(SOC)、负载可编程逻辑设备(CPLD)、计算机硬件、固件、软件、和/或它们的组合中实现。这些各种实施方式可以包括:实施在一个或者多个计算机程序中,该一个或者多个计算机程序可在包括至少一个可编程处理器的可编程系统上执行和/或解释,该可编程处理器可以是专用或者通用可编程处理器,可以从存储系统、至少一个输入装置、和至少一个输出装置接收数据和指令,并且将数据和指令传输至该存储系统、该至少一个输入装置、和该至少一个输出装置。Various implementations of the systems and techniques described herein above may be implemented in digital electronic circuitry, integrated circuit systems, field programmable gate arrays (FPGAs), application specific integrated circuits (ASICs), application specific standard products (ASSPs), systems on chips system (SOC), load programmable logic device (CPLD), computer hardware, firmware, software, and/or combinations thereof. These various embodiments may include being implemented in one or more computer programs executable and/or interpretable on a programmable system including at least one programmable processor that The processor, which may be a special purpose or general-purpose programmable processor, may receive data and instructions from a storage system, at least one input device, and at least one output device, and transmit data and instructions to the storage system, the at least one input device, and the at least one output device an output device.
用于实施本发明的方法的计算机程序可以采用一个或多个编程语言的任何组合来编写。这些计算机程序可以提供给通用计算机、专用计算机或其他可编程数据处理装置的处理器,使得计算机程序当由处理器执行时使流程图和/或框图中所规定的功能/操作被实施。计算机程序可以完全在机器上执行、部分地在机器上执行,作为独立软件包部分地在机器上执行且部分地在远程机器上执行或完全在远程机器或服务器上执行。Computer programs for implementing the methods of the present invention may be written in any combination of one or more programming languages. These computer programs may be provided to a processor of a general purpose computer, special purpose computer or other programmable data processing apparatus, such that the computer programs, when executed by the processor, cause the functions/operations specified in the flowcharts and/or block diagrams to be carried out. The computer program may execute entirely on the machine, partly on the machine, as a stand-alone software package partly on the machine and partly on a remote machine or entirely on the remote machine or server.
在本发明的上下文中,计算机可读存储介质可以是有形的介质,其可以包含或存储以供指令执行系统、装置或设备使用或与指令执行系统、装置或设备结合地使用的计算机程序。计算机可读存储介质可以包括但不限于电子的、磁性的、光学的、电磁的、红外的、或半导体系统、装置或设备,或者上述内容的任何合适组合。备选地,计算机可读存储介质可以是机器可读信号介质。机器可读存储介质的更具体示例会包括基于一个或多个线的电气连接、便携式计算机盘、硬盘、随机存取存储器(RAM)、只读存储器(ROM)、可擦除可编程只读存储器(EPROM或快闪存储器)、光纤、便捷式紧凑盘只读存储器(CD-ROM)、光学储存设备、磁储存设备、或上述内容的任何合适组合。In the context of the present invention, a computer-readable storage medium may be a tangible medium that may contain or store a computer program for use by or in connection with the instruction execution system, apparatus or device. Computer-readable storage media may include, but are not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices, or devices, or any suitable combination of the foregoing. Alternatively, the computer-readable storage medium may be a machine-readable signal medium. More specific examples of machine-readable storage media would include one or more wire-based electrical connections, portable computer disks, hard disks, random access memory (RAM), read only memory (ROM), erasable programmable read only memory (EPROM or flash memory), fiber optics, compact disk read only memory (CD-ROM), optical storage, magnetic storage, or any suitable combination of the foregoing.
为了提供与用户的交互,可以在电子设备上实施此处描述的系统和技术,该电子设备具有:用于向用户显示信息的显示装置(例如,CRT(阴极射线管)或者LCD(液晶显示器)监视器);以及键盘和指向装置(例如,鼠标或者轨迹球),用户可以通过该键盘和该指向装置来将输入提供给电子设备。其它种类的装置还可以用于提供与用户的交互;例如,提供给用户的反馈可以是任何形式的传感反馈(例如,视觉反馈、听觉反馈、或者触觉反馈);并且可以用任何形式(包括声输入、语音输入或者、触觉输入)来接收来自用户的输入。To provide interaction with a user, the systems and techniques described herein may be implemented on an electronic device having a display device (eg, a CRT (cathode ray tube) or an LCD (liquid crystal display)) for displaying information to the user monitor); and a keyboard and pointing device (eg, a mouse or trackball) through which a user can provide input to the electronic device. Other kinds of devices can also be used to provide interaction with the user; for example, the feedback provided to the user can be any form of sensory feedback (eg, visual feedback, auditory feedback, or tactile feedback); and can be in any form (including acoustic input, voice input, or tactile input) to receive input from the user.
可以将此处描述的系统和技术实施在包括后台部件的计算系统(例如,作为数据服务器)、或者包括中间件部件的计算系统(例如,应用服务器)、或者包括前端部件的计算系统(例如,具有图形用户界面或者网络浏览器的用户计算机,用户可以通过该图形用户界面或者该网络浏览器来与此处描述的系统和技术的实施方式交互)、或者包括这种后台部件、中间件部件、或者前端部件的任何组合的计算系统中。可以通过任何形式或者介质的数字数据通信(例如,通信网络)来将系统的部件相互连接。通信网络的示例包括:局域网(LAN)、广域网(WAN)、区块链网络和互联网。The systems and techniques described herein may be implemented on a computing system that includes back-end components (eg, as a data server), or a computing system that includes middleware components (eg, an application server), or a computing system that includes front-end components (eg, a user's computer having a graphical user interface or web browser through which a user may interact with implementations of the systems and techniques described herein), or including such backend components, middleware components, Or any combination of front-end components in a computing system. The components of the system may be interconnected by any form or medium of digital data communication (eg, a communication network). Examples of communication networks include: Local Area Networks (LANs), Wide Area Networks (WANs), blockchain networks, and the Internet.
计算系统可以包括客户端和服务器。客户端和服务器一般远离彼此并且通常通过通信网络进行交互。通过在相应的计算机上运行并且彼此具有客户端-服务器关系的计算机程序来产生客户端和服务器的关系。服务器可以是云服务器,又称为云计算服务器或云主机,是云计算服务体系中的一项主机产品,以解决了传统物理主机与VPS服务中,存在的管理难度大,业务扩展性弱的缺陷。A computing system can include clients and servers. Clients and servers are generally remote from each other and usually interact through a communication network. The relationship of client and server arises by computer programs running on the respective computers and having a client-server relationship to each other. The server can be a cloud server, also known as a cloud computing server or a cloud host. It is a host product in the cloud computing service system to solve the traditional physical host and VPS services, which are difficult to manage and weak in business scalability. defect.
应该理解,可以使用上面所示的各种形式的流程,重新排序、增加或删除步骤。例如,本发明中记载的各步骤可以并行地执行也可以顺序地执行也可以不同的次序执行,只要能够实现本发明的技术方案所期望的结果,本文在此不进行限制。It should be understood that steps may be reordered, added or deleted using the various forms of flow shown above. For example, the steps described in the present invention can be performed in parallel, sequentially or in different orders, and as long as the desired results of the technical solutions of the present invention can be achieved, no limitation is imposed herein.
上述具体实施方式,并不构成对本发明保护范围的限制。本领域技术人员应该明白的是,根据设计要求和其他因素,可以进行各种修改、组合、子组合和替代。任何在本发明的精神和原则之内所作的修改、等同替换和改进等,均应包含在本发明保护范围之内。The above-mentioned specific embodiments do not constitute a limitation on the protection scope of the present invention. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions may occur depending on design requirements and other factors. Any modifications, equivalent replacements and improvements made within the spirit and principle of the present invention shall be included within the protection scope of the present invention.
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