CN117215469A - Capital metering data analysis method and data analysis device - Google Patents
Capital metering data analysis method and data analysis device Download PDFInfo
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Abstract
The application provides a data analysis method and a data analysis device for capital metering, wherein the data analysis method comprises the following steps: responding to touch operation for displaying a metering result, and acquiring the metering result of a predetermined metering element corresponding to the touch operation; if the measurement result indicates abnormality, responding to touch operation of the abnormal measurement result, and acquiring calculation data of a calculation process of the last step corresponding to the abnormal measurement result; and if the calculation data of the previous calculation process indicates an abnormality, continuing to acquire the calculation data layer by layer until the first calculation process is traversed, and obtaining all abnormal calculation data associated with the abnormal measurement result so as to perform data analysis of capital measurement. By adopting the technical scheme provided by the application, the comprehensiveness, efficiency and accuracy of capital metering data analysis can be improved.
Description
Technical Field
The application relates to the technical field of Internet, in particular to a data analysis method and a data analysis device for capital metering.
Background
In bank management, capital metering constitutes a key management means, and by implementing comprehensive capital metering measures, certain potential bank losses and risks can be estimated, thereby giving improvements compatible therewith.
At present, capital metering results are usually displayed on a front-end page in a list or form for technicians to perform data analysis to determine potential risks, but the relationship between each result and each data cannot be represented in the mode, so that risk judgment is affected when data analysis is performed, and the efficiency and accuracy of estimating the potential risks are low. Therefore, how to analyze capital metrics becomes a challenge.
Disclosure of Invention
Accordingly, the present application is directed to a data analysis method and a data analysis device for capital measurement, which can obtain the calculation data of the calculation process of the last step of the measurement result when the measurement result is abnormal, and if the calculation data is still abnormal, continue to query the calculation process layer by layer, so that the technician does not need to look up the calculation logic code of the background, and the abnormal calculation data of each step of calculation process associated with the measurement result can be obtained, thereby improving the comprehensiveness, efficiency and accuracy of the analysis of the capital measurement data.
The application mainly comprises the following aspects:
in a first aspect, embodiments of the present application provide a data analysis method of capital metering, the data analysis method comprising:
responding to touch operation for displaying a metering result, and acquiring the metering result of a predetermined metering element corresponding to the touch operation;
if the measurement result indicates abnormality, responding to touch operation of the abnormal measurement result, and acquiring calculation data of a calculation process of the last step corresponding to the abnormal measurement result;
and if the calculation data of the previous calculation process indicates an abnormality, continuing to acquire the calculation data layer by layer until the first calculation process is traversed, and obtaining all abnormal calculation data associated with the abnormal measurement result so as to perform data analysis of capital measurement.
Further, the metering result of the metering element is determined by:
responding to a first touch operation of a display page, and acquiring a metering element corresponding to the first touch operation;
responding to a second touch operation of the display page, and acquiring an operation rule and initial data of the metering element; wherein the operation rule comprises at least one step of calculation process;
Substituting the initial data into the calculation process of the calculation rule of the metering element to obtain the metering result of the metering element.
Further, the step of substituting the initial data into the calculation process of the calculation rule of the metering element to obtain the metering result of the metering element includes:
substituting the initial data into a first-step calculation process in the calculation rule of the metering element, and taking the first-step calculation process as a current calculation process to obtain calculation data of the current calculation process;
determining whether the operation rule has a next calculation process of the current calculation process or not;
if yes, substituting the calculation data of the current calculation process into a next calculation process of the current calculation process, updating the next calculation process into the current calculation process, obtaining the calculation data of the current calculation process, and continuously determining whether the next calculation process exists or not;
if the calculation result is not included, calculation data of each calculation process in the calculation rule of the metering element is obtained, and calculation data of the last calculation process in the calculation rule of the metering element is determined as a metering result of the metering element.
Further, before the first touch operation of the display page, the data analysis method further includes:
acquiring back-end acquisition data and front-end import data;
determining whether each data in the back-end collected data and the front-end imported data is empty;
for each data, if the data is not empty, determining whether the data meets the corresponding check condition;
if yes, storing the data in a database;
the presentation page is determined based on data stored in the database.
Further, the presentation page is determined by:
responding to touch operation of a target page, and acquiring query conditions corresponding to the touch operation of the target page;
acquiring display parameters corresponding to the query conditions based on the query conditions, and acquiring display data corresponding to the display parameters from data stored in a database;
and displaying the display data in the corresponding area of the target page according to the corresponding display parameters, updating the target page, and determining the updated target page as a display page.
Further, the data analysis method further includes:
responding to a third touch operation in the display page, and acquiring a target display parameter corresponding to the third touch operation and display data corresponding to the target display parameter from a plurality of display parameters in the display page;
And determining the display data corresponding to the target display parameters as initial data of the metering element.
Further, the data analysis method further includes:
acquiring display time when acquiring calculation data of a current calculation process;
determining whether the display time reaches a preset time interval;
if not, continuing to acquire the display time;
if yes, displaying the calculation data of the current calculation process in the display page, resetting the display time, and reckoning the display time until the calculation data of each calculation process in the calculation rule of the metering element are displayed in the display page.
Further, after the measurement result of the predetermined measurement element corresponding to the touch operation is obtained, the data analysis method further includes:
determining whether a metering result of the metering element is within a first preset range;
if yes, determining that the metering result indicates normal;
if not, determining that the metering result indicates abnormality.
Further, after the calculation data of the previous calculation process corresponding to the abnormal measurement result is obtained, the data analysis method further includes:
Determining whether the calculation data is in a corresponding second preset range or not according to each calculation data of the calculation process of the last step corresponding to the abnormal measurement result;
if yes, determining that the calculated data is indicated to be normal;
if not, determining that the calculated data indicates abnormality, and carrying out abnormality marking on the calculated data;
and determining the calculation data of the previous calculation process as indicating the abnormality if any one calculation data has an abnormality mark in each calculation data of the previous calculation process corresponding to the abnormal measurement result.
In a second aspect, embodiments of the present application also provide a capital-metering data analysis device, the data analysis device comprising:
the acquisition module is used for responding to touch operation for displaying the metering result and acquiring the metering result of the predetermined metering element corresponding to the touch operation;
the processing module is used for responding to the touch operation of the abnormal metering result if the metering result indicates the abnormality, and acquiring the calculation data of the calculation process of the last step corresponding to the abnormal metering result;
and the analysis module is used for continuously acquiring the calculation data layer by layer until traversing to the first calculation process to obtain all abnormal calculation data associated with the abnormal measurement result if the calculation data of the previous calculation process indicates an abnormality, so as to perform data analysis of capital measurement.
The embodiment of the application provides a data analysis method and a data analysis device for capital metering, wherein the data analysis method comprises the following steps: responding to touch operation for displaying a metering result, and acquiring the metering result of a predetermined metering element corresponding to the touch operation; if the measurement result indicates abnormality, responding to touch operation of the abnormal measurement result, and acquiring calculation data of a calculation process of the last step corresponding to the abnormal measurement result; and if the calculation data of the previous calculation process indicates an abnormality, continuing to acquire the calculation data layer by layer until the first calculation process is traversed, and obtaining all abnormal calculation data associated with the abnormal measurement result so as to perform data analysis of capital measurement.
Therefore, by adopting the technical scheme provided by the application, when the metering result is abnormal, the calculation data of the calculation process of the last step of the metering result can be obtained, if the calculation data is still abnormal, the calculation process is continuously inquired layer by layer, the technical personnel does not need to check the calculation logic code of the background, the abnormal calculation data of each step of calculation process related to the metering result can be obtained, and the comprehensiveness, the efficiency and the accuracy of capital metering data analysis are improved.
In order to make the above objects, features and advantages of the present application more comprehensible, preferred embodiments accompanied with figures are described in detail below.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings that are needed in the embodiments will be briefly described below, it being understood that the following drawings only illustrate some embodiments of the present application and therefore should not be considered as limiting the scope, and other related drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 illustrates a flow chart of a method of data analysis for capital metering provided by an embodiment of the application;
FIG. 2 illustrates a flow chart of another method of data analysis for capital metering provided by an embodiment of the application;
FIG. 3 illustrates one of the block diagrams of a data analysis device for capital metering provided by an embodiment of the application;
FIG. 4 illustrates a second block diagram of a capital-metering data analysis device according to an embodiment of the application;
fig. 5 shows a schematic structural diagram of an electronic device according to an embodiment of the present application.
Detailed Description
For the purpose of making the objects, technical solutions and advantages of the embodiments of the present application more apparent, the technical solutions of the embodiments of the present application will be clearly and completely described with reference to the accompanying drawings in the embodiments of the present application, and it should be understood that the drawings in the present application are for the purpose of illustration and description only and are not intended to limit the scope of the present application. In addition, it should be understood that the schematic drawings are not drawn to scale. A flowchart, as used in this disclosure, illustrates operations implemented according to some embodiments of the present application. It should be appreciated that the operations of the flow diagrams may be implemented out of order and that steps without logical context may be performed in reverse order or concurrently. Moreover, one or more other operations may be added to or removed from the flow diagrams by those skilled in the art under the direction of the present disclosure.
In addition, the described embodiments are only some, but not all, embodiments of the application. The components of the embodiments of the present application generally described and illustrated in the figures herein may be arranged and designed in a wide variety of different configurations. Thus, the following detailed description of the embodiments of the application, as presented in the figures, is not intended to limit the scope of the application, as claimed, but is merely representative of selected embodiments of the application. All other embodiments, which can be made by a person skilled in the art based on embodiments of the application without making any inventive effort, fall within the scope of the application.
In order to enable those skilled in the art to make use of the present disclosure, the following embodiments are provided in connection with a particular application scenario "data analysis for capital metering", and it will be apparent to those skilled in the art that the general principles defined herein may be applied to other embodiments and application scenarios without departing from the spirit and scope of the present disclosure.
The method, apparatus, electronic device or computer readable storage medium described below in the embodiments of the present application may be applied to any scenario requiring data analysis and capital metering, and the embodiments of the present application are not limited to specific application scenarios, and any scheme using the data analysis method and the data analysis apparatus for capital metering provided in the embodiments of the present application is within the scope of protection of the present application.
Notably, in banking management, capital metering constitutes a critical management tool, and by implementing comprehensive capital metering measures, certain potential bank losses and risks can be predicted, giving improvements that are compatible with them.
At present, capital metering results are usually displayed on a front-end page in a list or form for technicians to perform data analysis to determine potential risks, but the relationship between each result and each data cannot be represented in the mode, so that risk judgment is affected when data analysis is performed, and the efficiency and accuracy of estimating the potential risks are low. Therefore, how to analyze capital metrics becomes a challenge.
Based on this, the present application proposes a data analysis method of capital metering and a data analysis device, the data analysis method comprising: responding to touch operation for displaying a metering result, and acquiring the metering result of a predetermined metering element corresponding to the touch operation; if the measurement result indicates abnormality, responding to touch operation of the abnormal measurement result, and acquiring calculation data of a calculation process of the last step corresponding to the abnormal measurement result; and if the calculation data of the previous calculation process indicates an abnormality, continuing to acquire the calculation data layer by layer until the first calculation process is traversed, and obtaining all abnormal calculation data associated with the abnormal measurement result so as to perform data analysis of capital measurement.
Therefore, by adopting the technical scheme provided by the application, when the metering result is abnormal, the calculation data of the calculation process of the last step of the metering result can be obtained, if the calculation data is still abnormal, the calculation process is continuously inquired layer by layer, the technical personnel does not need to check the calculation logic code of the background, the abnormal calculation data of each step of calculation process related to the metering result can be obtained, and the comprehensiveness, the efficiency and the accuracy of capital metering data analysis are improved.
In order to facilitate understanding of the present application, the technical solutions provided by the present application will be described in detail below with reference to specific embodiments.
Referring to fig. 1, fig. 1 is a flowchart of a data analysis method for capital metering according to an embodiment of the application, as shown in fig. 1, the data analysis method includes:
s101, responding to touch operation for displaying a metering result, and acquiring the metering result of a predetermined metering element corresponding to the touch operation;
in the step, touch operation of clicking on a display component of the metering result can be performed on the display page, and the metering result of each metering element calculated before is obtained; the metering element may be an accounting balance of a bank, funds transaction system data, transaction book profit and loss, etc.
It should be noted that, referring to fig. 2, fig. 2 is a flowchart of another data analysis method for capital metering according to an embodiment of the present application, as shown in fig. 2, the metering result of the metering element is determined by the following steps:
s201, responding to a first touch operation of a display page, and acquiring a metering element corresponding to the first touch operation;
In this step, the clicked metering element may be obtained from the plurality of metering elements displayed on the display page by clicking the first touch operation of a certain metering element, and the metering result of the metering element may be calculated.
It should be noted that, before responding to the first touch operation of the display page, the data analysis method further includes:
1. acquiring back-end acquisition data and front-end import data;
2. determining whether each data in the back-end collected data and the front-end imported data is empty;
3. for each data, if the data is not empty, determining whether the data meets the corresponding check condition;
4. if yes, storing the data in a database;
5. the presentation page is determined based on data stored in the database.
In the first to fifth steps, whether the data acquired at the back end or the data imported through the front page is the data prepared before the metering element is acquired, it needs to be determined whether each data is empty or not and whether the corresponding check condition is met, and the check condition may be whether the data type, the data length, the data size, etc. are correct, so as to determine whether each data is available, and the available data is stored in the database, so that the metering calculation is performed later as the initial data.
It should be noted that, the display page is determined by the following steps:
1) Responding to touch operation of a target page, and acquiring query conditions corresponding to the touch operation of the target page;
2) Acquiring display parameters corresponding to the query conditions based on the query conditions, and acquiring display data corresponding to the display parameters from data stored in a database;
3) And displaying the display data in the corresponding area of the target page according to the corresponding display parameters, updating the target page, and determining the updated target page as a display page.
In the steps 1) to 3), the input or selected query condition may be determined by a touch operation of inputting or selecting the query condition in the target page displayed at the front end; for example, the query time can be determined by selecting a time range or a time node in a pull-down frame of the screening time displayed in the target page, the query caliber is determined by selecting a bank or a bank and a sub-bank thereof in the pull-down frame of the displayed caliber, and the determined query time and query caliber are used as query conditions to perform data screening in a database, wherein the display parameters can be a bank ID, a transaction time, a transaction type, a transaction amount and the like, the display data are corresponding data under the display parameters, the screened display data are displayed under the display parameters of the corresponding area of the target page, the target page is updated, and the updated target page is the display page.
S202, responding to a second touch operation of the display page, and acquiring an operation rule and initial data of the metering element;
in the step, the metering element obtained in the step S201 can obtain a plurality of sets of operation rules corresponding to the metering element, the clicked operation rule can be obtained through the second touch operation of clicking in the plurality of sets of operation rules displayed on the display page, and the calculation of the metering element is carried out by using the operation rule; here, the operation rule includes at least one calculation process.
Before the initial data is acquired, the initial data is determined by the following steps:
(1) Responding to a third touch operation in the display page, and acquiring a target display parameter corresponding to the third touch operation and display data corresponding to the target display parameter from a plurality of display parameters in the display page;
(2) And determining the display data corresponding to the target display parameters as the initial data of the metering element.
In the steps (1) to (2), acquiring the clicked target display parameter and display data under the target display parameter through a third touch operation clicked in a plurality of display parameters displayed on the display page; here, a plurality of target display parameters may be selected, display data for each selected target display parameter may be determined as initial data, and the initial data of a certain metering element may be added to the item of the metering element, and the metering element may be calculated from the initial data of the metering element, thereby obtaining a metering result of the metering element.
S203, substituting the initial data into the calculation process of the calculation rule of the metering element to obtain the metering result of the metering element.
In addition, the step of obtaining the measurement result of the measurement element in the calculation process of the calculation rule of the measurement element by substituting the initial data into the measurement element includes:
s2031, substituting the initial data into a first-step calculation process in an operation rule of the metering element, and taking the first-step calculation process as a current calculation process to obtain calculation data of the current calculation process;
s2032, determining whether the operation rule has a next calculation process of the current calculation process;
s2033, if so, substituting the calculation data of the current calculation process into a next calculation process of the current calculation process, updating the next calculation process into the current calculation process, obtaining the calculation data of the current calculation process, and continuously determining whether the current calculation process exists or not;
s2034, if not, obtaining calculation data of each calculation process in the calculation rule of the measurement element, and determining calculation data of the last calculation process in the calculation rule of the measurement element as a measurement result of the measurement element.
In the above steps S2031 to S2034, the calculation process of the measurement element is a calculation process, and when the selected calculation rule has a plurality of calculation processes, calculation data of each calculation process can be sequentially obtained from the first calculation process, the calculation data of each calculation process can participate in the next calculation process of the calculation process, and calculation is stopped until the last calculation process, so as to obtain the measurement result of the measurement element.
It should be noted that, the data analysis method further includes:
(1) acquiring display time when the calculation data of the current calculation process is obtained;
(2) determining whether the display time reaches a preset time interval;
(3) if not, continuing to acquire the display time;
(4) if yes, displaying the calculation data of the current calculation process in the display page, resetting the display time, and reckoning the display time until the calculation data of each calculation process in the calculation rule of the metering element are displayed in the display page.
In the steps (1) to (4), the calculation data obtained in each calculation process may be displayed, when the first calculation process is obtained, the first calculation process may be directly displayed in the display page, at this time, timing is started to obtain the display time, and when the calculation data of the next calculation process is obtained, whether the display time reaches a preset time interval is determined, where the preset time may be preset according to historical experience or experimental data; if not, continuing to count time, and updating the display time until the display time reaches a preset time interval; if the calculation result is obtained, the calculation data of the next calculation process is displayed in a display page, the display time is cleared, and timing is performed again, namely, the calculation result obtained in each calculation process is displayed according to a preset time interval, the display page is updated until the calculation process of the last step, and the calculation data of each calculation process of the metering element can be displayed.
After the data preparation stage is completed, the year and caliber are selected in the page task parameter area, the page automatically loads display data such as subject balance data, subject mapping relation, G04 data, fund transaction data and the like from a database, the display data are displayed in the page data area, an operator adds the selected initial data to the corresponding item of the data processing area through double-click of the metering elements, the operator triggers a calculation event of the metering elements through clicking a calculation component, the initial data are sequentially calculated and displayed layer by layer, the calculation process is finally completed, the metering result display is realized, after the calculation data are obtained in each intermediate link or process of the process, the page reacts to the metering data in real time or according to a preset time interval, the display can be performed in a mode of ensuring that the display interval between the calculation data of each step is at least one second, so that a user can feel the calculation visualization process, and finally the multi-step calculation process of the whole metering calculation is completed and displayed one by one.
For example, the overall metering calculation has four steps: the method comprises the steps of inputting initial data into a subject balance/loss data layer, obtaining a first result output by the subject balance/loss data layer, displaying the first result, inputting the first result into the BI index layer, obtaining a second result output by the BI index layer, displaying the second result, inputting the second result into the approval collection layer, obtaining a third result output by the approval collection layer, displaying the third result, inputting the third result into the operation risk capital requirement layer, obtaining a fourth result (metering result) output by the operation risk capital requirement layer, namely the operation risk weighted asset, if the display time reaches the preset time interval, displaying the fourth result, and visualizing the whole calculation process of the operation risk weighted asset.
S102, if the metering result indicates abnormality, responding to touch operation of the abnormal metering result, and acquiring calculation data of a calculation process of the last step corresponding to the abnormal metering result;
it should be noted that, after obtaining the metering result of the predetermined metering element corresponding to the touch operation, the data analysis method further includes:
[1] determining whether a metering result of the metering element is within a first preset range;
[2] if yes, determining that the metering result indicates normal;
[3] if not, determining that the metering result indicates abnormality.
In the steps [1] to [3], the measurement result of each measurement element has a corresponding first preset range or a first preset threshold, if the measurement result is not within the first preset range or exceeds the first preset threshold, it is determined that the measurement result indicates abnormality, otherwise, the measurement result indicates abnormality. Here, the judgment condition whether within the first preset range or exceeding or not reaching the first preset threshold is preset according to the specific requirement, and is not limited to this judgment manner.
In this step, if an abnormal measurement result exists in the display of each measurement result, the calculation process of the previous step of the abnormal measurement result can be expanded by clicking the touch operation of the abnormal measurement result, the calculation data of the previous step of the calculation process is displayed, and if the calculation data is still abnormal, the calculation process of the previous step of expanding the calculation data is continuously clicked.
And S103, if the calculation data in the previous calculation process indicate abnormality, continuing to acquire the calculation data layer by layer until traversing to the first calculation process to acquire all abnormal calculation data associated with the abnormal measurement result so as to perform data analysis of capital measurement.
It should be noted that, after obtaining the calculation data of the previous calculation process corresponding to the abnormal measurement result, the data analysis method further includes:
1, determining whether the calculated data is in a corresponding second preset range according to each calculated data of the previous calculation process corresponding to the abnormal metering result;
2, if yes, determining that the calculated data indicates normal;
3, if not, determining that the calculated data indicates abnormality, and carrying out abnormality marking on the calculated data;
and 4, determining the calculation data of the previous calculation process as indicating the abnormality if any one calculation data has an abnormality mark in each calculation data of the previous calculation process corresponding to the abnormal measurement result.
In the steps 1 to 4, there may be a plurality of calculation data in the previous calculation process, that is, the previous calculation process may involve a plurality of calculations performed in parallel, each calculation obtaining one calculation data, each calculation data having a corresponding second preset range or second preset threshold, if a certain calculation data is not in the corresponding second preset range or does not reach/exceed the corresponding second preset threshold, determining the calculation data as indicating abnormality, and performing abnormality marking on the calculation data, for example, marking the calculation data as a relatively striking color such as red; when any one of the calculation data in the previous calculation process has an abnormality mark, determining the calculation data in the previous calculation process as indicating abnormality, continuously acquiring the calculation data indicating the abnormality (having the abnormality mark) in the previous calculation process through touch operations such as clicking after determining to indicate the abnormality, continuously performing touch operations such as clicking to acquire the calculation data of the abnormality again, and the like until traversing to the first calculation process; here, the judgment condition whether the second preset threshold is within the second preset range or exceeds or fails to be reached is preset according to specific requirements, and is not limited to this judgment manner.
The calculation data of each step of calculation process are expanded layer by layer, so that all abnormal calculation data associated with abnormal measurement results are obtained, the data calculation process can be intuitively displayed, the tracing of the abnormal measurement results is realized, and the initial data and intermediate results on which the abnormal measurement results depend are traced; through the visual calculation process and the visual display form, operators can intuitively check and compare the next-layer calculation data and the calculation formula of each calculation result through the running or unfolding of the data, so that the experience and the efficiency of the whole checking and checking process are improved, and the complete data analysis of capital metering is facilitated.
The embodiment of the application provides a data analysis method for capital metering, which comprises the following steps: responding to touch operation for displaying a metering result, and acquiring the metering result of a predetermined metering element corresponding to the touch operation; if the measurement result indicates abnormality, responding to touch operation of the abnormal measurement result, and acquiring calculation data of a calculation process of the last step corresponding to the abnormal measurement result; and if the calculation data of the previous calculation process indicates an abnormality, continuing to acquire the calculation data layer by layer until the first calculation process is traversed, and obtaining all abnormal calculation data associated with the abnormal measurement result so as to perform data analysis of capital measurement.
Therefore, by adopting the technical scheme provided by the application, when the metering result is abnormal, the calculation data of the calculation process of the last step of the metering result can be obtained, if the calculation data is still abnormal, the calculation process is continuously inquired layer by layer, the technical personnel does not need to check the calculation logic code of the background, the abnormal calculation data of each step of calculation process related to the metering result can be obtained, and the comprehensiveness, the efficiency and the accuracy of capital metering data analysis are improved.
Based on the same application conception, the embodiment of the application also provides a data analysis device for capital metering corresponding to the data analysis method for capital metering, and because the principle of solving the problem by the device in the embodiment of the application is similar to that of the data analysis method for capital metering in the embodiment of the application, the implementation of the device can refer to the implementation of the method, and the repetition is omitted.
Referring to fig. 3 and 4, fig. 3 is a block diagram of a data analysis device for capital measurement according to an embodiment of the application, and fig. 4 is a block diagram of a data analysis device for capital measurement according to an embodiment of the application. As shown in fig. 3, the data analysis device 310 includes:
An obtaining module 311, configured to obtain a measurement result of a predetermined measurement element corresponding to a touch operation that displays the measurement result in response to the touch operation;
a processing module 312, configured to, if the measurement result indicates an anomaly, obtain calculation data of a calculation process of a previous step corresponding to the measurement result of the anomaly in response to a touch operation of the measurement result of the anomaly;
and the analysis module 313 is configured to, if the calculation data in the previous calculation process indicates an anomaly, continue to acquire calculation data layer by layer until the first calculation process is traversed, and obtain all the calculation data of anomalies associated with the metering result of the anomaly, so as to perform data analysis of capital metering.
Optionally, as shown in fig. 4, the data analysis device 310 further includes a determining module 314, where the determining module 314 is configured to:
responding to a first touch operation of a display page, and acquiring a metering element corresponding to the first touch operation;
responding to a second touch operation of the display page, and acquiring an operation rule and initial data of the metering element; wherein the operation rule comprises at least one step of calculation process;
substituting the initial data into the calculation process of the calculation rule of the metering element to obtain the metering result of the metering element.
Optionally, when the determining module 314 obtains the metering result of the metering element in the calculation process of the operation rule for substituting the initial data into the metering element, the determining module 314 is specifically configured to:
substituting the initial data into a first-step calculation process in the calculation rule of the metering element, and taking the first-step calculation process as a current calculation process to obtain calculation data of the current calculation process;
determining whether the operation rule has a next calculation process of the current calculation process or not;
if yes, substituting the calculation data of the current calculation process into a next calculation process of the current calculation process, updating the next calculation process into the current calculation process, obtaining the calculation data of the current calculation process, and continuously determining whether the next calculation process exists or not;
if the calculation result is not included, calculation data of each calculation process in the calculation rule of the metering element is obtained, and calculation data of the last calculation process in the calculation rule of the metering element is determined as a metering result of the metering element.
Optionally, as shown in fig. 4, the data analysis device 310 further includes a preprocessing module 315, where the preprocessing module 315 is configured to:
Acquiring back-end acquisition data and front-end import data;
determining whether each data in the back-end collected data and the front-end imported data is empty;
for each data, if the data is not empty, determining whether the data meets the corresponding check condition;
if yes, storing the data in a database;
the presentation page is determined based on data stored in the database.
Optionally, when the preprocessing module 315 is used for determining the presentation page, the preprocessing module 315 is specifically configured to:
responding to touch operation of a target page, and acquiring query conditions corresponding to the touch operation of the target page;
acquiring display parameters corresponding to the query conditions based on the query conditions, and acquiring display data corresponding to the display parameters from data stored in a database;
and displaying the display data in the corresponding area of the target page according to the corresponding display parameters, updating the target page, and determining the updated target page as a display page.
Optionally, the determining module 314 is further configured to:
responding to a third touch operation in the display page, and acquiring a target display parameter corresponding to the third touch operation and display data corresponding to the target display parameter from a plurality of display parameters in the display page;
And determining the display data corresponding to the target display parameters as initial data of the metering element.
Optionally, the determining module 314 is further configured to:
acquiring display time when acquiring calculation data of a current calculation process;
determining whether the display time reaches a preset time interval;
if not, continuing to acquire the display time;
if yes, displaying the calculation data of the current calculation process in the display page, resetting the display time, and reckoning the display time until the calculation data of each calculation process in the calculation rule of the metering element are displayed in the display page.
Further, the processing module 312 is further configured to:
determining whether a metering result of the metering element is within a first preset range;
if yes, determining that the metering result indicates normal;
if not, determining that the metering result indicates abnormality.
Further, the analysis module 313 is further configured to:
determining whether the calculation data is in a corresponding second preset range or not according to each calculation data of the calculation process of the last step corresponding to the abnormal measurement result;
if yes, determining that the calculated data is indicated to be normal;
If not, determining that the calculated data indicates abnormality, and carrying out abnormality marking on the calculated data;
and determining the calculation data of the previous calculation process as indicating the abnormality if any one calculation data has an abnormality mark in each calculation data of the previous calculation process corresponding to the abnormal measurement result.
An embodiment of the present application provides a data analysis device for capital metering, the data analysis device comprising: the acquisition module is used for responding to touch operation for displaying the metering result and acquiring the metering result of the predetermined metering element corresponding to the touch operation; the processing module is used for responding to the touch operation of the abnormal metering result if the metering result indicates the abnormality, and acquiring the calculation data of the calculation process of the last step corresponding to the abnormal metering result; and the analysis module is used for continuously acquiring the calculation data layer by layer until traversing to the first calculation process to obtain all abnormal calculation data associated with the abnormal measurement result if the calculation data of the previous calculation process indicates an abnormality, so as to perform data analysis of capital measurement.
Therefore, by adopting the technical scheme provided by the application, when the metering result is abnormal, the calculation data of the calculation process of the last step of the metering result can be obtained, if the calculation data is still abnormal, the calculation process is continuously inquired layer by layer, the technical personnel does not need to check the calculation logic code of the background, the abnormal calculation data of each step of calculation process related to the metering result can be obtained, and the comprehensiveness, the efficiency and the accuracy of capital metering data analysis are improved.
Referring to fig. 5, fig. 5 is a schematic structural diagram of an electronic device according to an embodiment of the application. As shown in fig. 5, the electronic device 500 includes a processor 510, a memory 520, and a bus 530.
The memory 520 stores machine-readable instructions executable by the processor 510, and when the electronic device 500 is running, the processor 510 communicates with the memory 520 through the bus 530, and when the machine-readable instructions are executed by the processor 510, the steps of the data analysis method of capital metering in the method embodiments shown in fig. 1 and fig. 2 can be executed, and the specific implementation can be referred to the method embodiments, which are not repeated herein.
The embodiment of the present application further provides a computer readable storage medium, where a computer program is stored, where the computer program when executed by a processor may perform the steps of the data analysis method for capital metering in the method embodiment shown in the foregoing fig. 1 and fig. 2, and a specific implementation manner may refer to the method embodiment and will not be described herein.
It will be clear to those skilled in the art that, for convenience and brevity of description, specific working procedures of the above-described systems, apparatuses and units may refer to corresponding procedures in the foregoing method embodiments, and are not repeated herein.
In the several embodiments provided by the present application, it should be understood that the disclosed systems, devices, and methods may be implemented in other manners. The above-described apparatus embodiments are merely illustrative, for example, the division of the units is merely a logical function division, and there may be other manners of division in actual implementation, and for example, multiple units or components may be combined or integrated into another system, or some features may be omitted, or not performed. Alternatively, the coupling or direct coupling or communication connection shown or discussed with each other may be through some communication interface, device or unit indirect coupling or communication connection, which may be in electrical, mechanical or other form.
The units described as separate units may or may not be physically separate, and units shown as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.
In addition, each functional unit in the embodiments of the present application may be integrated in one processing unit, or each unit may exist alone physically, or two or more units may be integrated in one unit.
The functions, if implemented in the form of software functional units and sold or used as a stand-alone product, may be stored in a non-volatile computer readable storage medium executable by a processor. Based on this understanding, the technical solution of the present application may be embodied essentially or in a part contributing to the prior art or in a part of the technical solution, in the form of a software product stored in a storage medium, comprising several instructions for causing a computer device (which may be a personal computer, a server, a network device, etc.) to perform all or part of the steps of the method according to the embodiments of the present application. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a random access Memory (Random Access Memory, RAM), a magnetic disk, or an optical disk, or other various media capable of storing program codes.
Finally, it should be noted that: the above examples are only specific embodiments of the present application, and are not intended to limit the scope of the present application, but it should be understood by those skilled in the art that the present application is not limited thereto, and that the present application is described in detail with reference to the foregoing examples: any person skilled in the art may modify or easily conceive of the technical solution described in the foregoing embodiments, or perform equivalent substitution of some of the technical features, while remaining within the technical scope of the present disclosure; such modifications, changes or substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present application, and are intended to be included in the scope of the present application. Therefore, the protection scope of the application is subject to the protection scope of the claims.
Claims (10)
1. A method of data analysis of capital metering, the method comprising:
responding to touch operation for displaying a metering result, and acquiring the metering result of a predetermined metering element corresponding to the touch operation;
if the measurement result indicates abnormality, responding to touch operation of the abnormal measurement result, and acquiring calculation data of a calculation process of the last step corresponding to the abnormal measurement result;
and if the calculation data of the previous calculation process indicates an abnormality, continuing to acquire the calculation data layer by layer until the first calculation process is traversed, and obtaining all abnormal calculation data associated with the abnormal measurement result so as to perform data analysis of capital measurement.
2. The data analysis method according to claim 1, wherein the metering result of the metering element is determined by:
responding to a first touch operation of a display page, and acquiring a metering element corresponding to the first touch operation;
responding to a second touch operation of the display page, and acquiring an operation rule and initial data of the metering element; wherein the operation rule comprises at least one step of calculation process;
Substituting the initial data into the calculation process of the calculation rule of the metering element to obtain the metering result of the metering element.
3. The data analysis method according to claim 2, wherein the step of substituting the initial data into the calculation rule of the measurement element to obtain the measurement result of the measurement element includes:
substituting the initial data into a first-step calculation process in the calculation rule of the metering element, and taking the first-step calculation process as a current calculation process to obtain calculation data of the current calculation process;
determining whether the operation rule has a next calculation process of the current calculation process or not;
if yes, substituting the calculation data of the current calculation process into a next calculation process of the current calculation process, updating the next calculation process into the current calculation process, obtaining the calculation data of the current calculation process, and continuously determining whether the next calculation process exists or not;
if the calculation result is not included, calculation data of each calculation process in the calculation rule of the metering element is obtained, and calculation data of the last calculation process in the calculation rule of the metering element is determined as a metering result of the metering element.
4. The data analysis method according to claim 2, wherein before the first touch operation in response to the presentation page, the data analysis method further comprises:
acquiring back-end acquisition data and front-end import data;
determining whether each data in the back-end collected data and the front-end imported data is empty;
for each data, if the data is not empty, determining whether the data meets the corresponding check condition;
if yes, storing the data in a database;
the presentation page is determined based on data stored in the database.
5. The data analysis method according to claim 4, wherein the presentation page is determined by:
responding to touch operation of a target page, and acquiring query conditions corresponding to the touch operation of the target page;
acquiring display parameters corresponding to the query conditions based on the query conditions, and acquiring display data corresponding to the display parameters from data stored in a database;
and displaying the display data in the corresponding area of the target page according to the corresponding display parameters, updating the target page, and determining the updated target page as a display page.
6. The data analysis method according to claim 2, characterized in that the data analysis method further comprises:
responding to a third touch operation in the display page, and acquiring a target display parameter corresponding to the third touch operation and display data corresponding to the target display parameter from a plurality of display parameters in the display page;
and determining the display data corresponding to the target display parameters as initial data of the metering element.
7. A data analysis method according to claim 3, wherein the data analysis method further comprises:
acquiring display time when acquiring calculation data of a current calculation process;
determining whether the display time reaches a preset time interval;
if not, continuing to acquire the display time;
if yes, displaying the calculation data of the current calculation process in the display page, resetting the display time, and reckoning the display time until the calculation data of each calculation process in the calculation rule of the metering element are displayed in the display page.
8. The data analysis method according to claim 1, wherein after the measurement result of the predetermined measurement element corresponding to the touch operation is obtained, the data analysis method further includes:
Determining whether a metering result of the metering element is within a first preset range;
if yes, determining that the metering result indicates normal;
if not, determining that the metering result indicates abnormality.
9. The data analysis method according to claim 1, wherein after obtaining the calculation data of the previous calculation process corresponding to the abnormal measurement result, the data analysis method further comprises:
determining whether the calculation data is in a corresponding second preset range or not according to each calculation data of the calculation process of the last step corresponding to the abnormal measurement result;
if yes, determining that the calculated data is indicated to be normal;
if not, determining that the calculated data indicates abnormality, and carrying out abnormality marking on the calculated data;
and determining the calculation data of the previous calculation process as indicating the abnormality if any one calculation data has an abnormality mark in each calculation data of the previous calculation process corresponding to the abnormal measurement result.
10. A data analysis device for capital metering, the data analysis device comprising:
the acquisition module is used for responding to touch operation for displaying the metering result and acquiring the metering result of the predetermined metering element corresponding to the touch operation;
The processing module is used for responding to the touch operation of the abnormal metering result if the metering result indicates the abnormality, and acquiring the calculation data of the calculation process of the last step corresponding to the abnormal metering result;
and the analysis module is used for continuously acquiring the calculation data layer by layer until traversing to the first calculation process to obtain all abnormal calculation data associated with the abnormal measurement result if the calculation data of the previous calculation process indicates an abnormality, so as to perform data analysis of capital measurement.
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