CN115099940A - Method and related device for generating data in batch system - Google Patents
Method and related device for generating data in batch system Download PDFInfo
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- CN115099940A CN115099940A CN202210741521.7A CN202210741521A CN115099940A CN 115099940 A CN115099940 A CN 115099940A CN 202210741521 A CN202210741521 A CN 202210741521A CN 115099940 A CN115099940 A CN 115099940A
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Abstract
The application discloses a method and a related device for generating data in a batch system, which can be applied to the field of big data or the field of finance, wherein the method comprises the following steps: obtaining target operation to be divided; the target operation comprises a source table, a business model and a plurality of blank reports; the service model comprises a plurality of service attributes; determining a first report form with the highest priority in the plurality of blank report forms; determining a first business attribute related to the first report form in the plurality of business attributes; generating a first technical model according to the first service attribute; and generating data in the first report according to the first technical model and the source table. The method provided by the embodiment of the application can calculate the data in the first report preferentially, and does not need to select the first report from the obtained multiple reports after calculating the whole target job, so that the speed of obtaining the data in the first report is quicker, and the specific data in the target job is more flexible to obtain.
Description
Technical Field
The present application relates to the field of finance, and in particular, to a method and a related apparatus for generating data in a batch system.
Background
At present, batch processing is mostly carried out by adopting a batch system for data processing. Specifically, the data to be processed may be first divided into a plurality of jobs according to the business logic, and then the jobs are sequentially processed according to the priority of each job. However, in practical applications, the acquisition of specific data in a job is limited by the priority of the job itself, and the entire job needs to be completed before it can be acquired. And because the business logic in part of the system is more complex, the time consumption for processing one job is longer. Therefore, there is a need in the art for a more flexible and faster data generation method.
Disclosure of Invention
In order to solve the above technical problem, the present application provides a method and a related apparatus for generating data in a batch system, which are used for generating specific data in a job more flexibly and more quickly.
In order to achieve the above purpose, the technical solutions provided in the embodiments of the present application are as follows:
the embodiment of the application provides a method for generating data in a batch system, which comprises the following steps:
obtaining target operation to be divided; the target operation comprises a source table, a business model and a plurality of blank reports; the business model comprises a plurality of business attributes;
determining a first report form with the highest priority in the plurality of blank report forms;
determining a first business attribute related to the first report form in the plurality of business attributes;
generating a first technical model according to the first service attribute;
and generating data in the first report according to the first technical model and the source table.
As a possible implementation, the target job includes a plurality of source tables, the method further including:
determining a first source table of the plurality of source tables that is related to the first report;
the generating data in the first report according to the technical model and the source table comprises:
and generating data in the first report according to the technical model and the first source table.
As a possible implementation, the method further includes:
determining a second report with the highest priority in the plurality of blank reports;
determining a second business attribute related to the second report form in the plurality of business attributes;
generating a second technical model according to the second service attribute;
and generating data in the second report according to the second technical model and the source table.
As a possible implementation, the source table includes at least one of a loan owner table, a loan tag table, and a customer information table.
As a possible implementation, the plurality of service attributes includes at least one of an account number, a piece of interest identifier, and a balance.
As a possible implementation, the blank statement includes a interest loan table or a per-customer type interest loan table.
According to the above method for generating data in a batch system, the present application also provides a device for generating data in a batch system, including:
the obtaining module is used for obtaining target operation to be divided; the target operation comprises a source table, a business model and a plurality of blank reports; the service model comprises a plurality of service attributes;
the first determining module is used for determining a first report form with the highest priority in the plurality of blank report forms;
the second determining module is used for determining a first business attribute related to the first report form in the plurality of business attributes;
a first generating module, configured to generate a first technical model according to the first service attribute;
and the second generation module is used for generating the data in the first report according to the first technical model and the source table.
As a possible implementation, the target job includes a plurality of source tables, and the apparatus further includes:
the third determining module is used for determining a first source table related to the first report form in the plurality of source tables;
the first generating module is specifically configured to generate data in the first report according to the technical model and the first source table.
As a possible implementation, the method further includes:
the fourth determining module is used for determining a second report form with the highest priority level in the plurality of blank report forms;
a fifth determining module, configured to determine a second service attribute related to the second report from the plurality of service attributes;
a third generating module, configured to generate a second technical model according to the second service attribute;
and the fourth generation module is used for generating the data in the second report according to the second technical model and the source table.
According to the method for generating data in the batch system, the application further provides an electronic device, which is characterized by comprising a processor and a memory: the memory is used for storing a computer program; the processor is used for executing the method for generating the data in the batch system according to the computer program.
According to the technical scheme, the method has the following beneficial effects:
the embodiment of the application provides a method for generating data in a batch system, which comprises the following steps: obtaining target operation to be divided; the target operation comprises a source table, a business model and a plurality of blank reports; the service model comprises a plurality of service attributes; determining a first report form with the highest priority in the plurality of blank report forms; determining a first business attribute related to the first report form in the plurality of business attributes; generating a first technical model according to the first service attribute; and generating data in the first report according to the first technical model and the source table.
Therefore, according to the method for generating data in the batch system, the first report with the highest priority is determined, and the first technical module corresponding to the first report can be generated according to the plurality of business attributes in the business model, so that the data in the first report can be directly generated according to the first technical model. Therefore, the method provided by the embodiment of the application can calculate the data in the first report preferentially, and does not need to calculate the whole target operation, and then selects the first report from the obtained multiple reports, so that the speed of obtaining the data in the first report is faster, and the specific data in the target operation is more flexible.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly introduced below, and it is obvious that the drawings in the following description are some embodiments of the present application, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
Fig. 1 is a schematic diagram of a method for generating data in a batch system according to an embodiment of the present disclosure;
FIG. 2 is a schematic diagram of a business model provided in an embodiment of the present application;
FIG. 3 is a schematic diagram of a technical model provided in an embodiment of the present application;
fig. 4 is a schematic diagram of a data generation apparatus in a batch system according to an embodiment of the present disclosure.
Detailed Description
In order to help better understand the scheme provided in the embodiment of the present application, before the method provided in the embodiment of the present application is introduced, a scenario of an application of the scheme in the embodiment of the present application is introduced.
At present, batch processing is mostly carried out by adopting a batch system for data processing. Specifically, the data to be processed may be first divided into a plurality of jobs according to the business logic, and then the jobs are sequentially processed according to the priority of each job. However, in practical applications, the acquisition of specific data in a job is limited by the priority of the job itself, and the entire job needs to be completed before it can be acquired. And because the business logic in part of the system is more complex, the time consumption for processing one job is longer. Therefore, there is a strong need in the art for a more flexible and faster data generation method.
The embodiment of the application provides a method for generating data in a batch system, which comprises the following steps: obtaining target operation to be divided; the target operation comprises a source table, a business model and a plurality of blank reports; the service model comprises a plurality of service attributes; determining a first report form with the highest priority in the plurality of blank report forms; determining a first business attribute related to the first report form in the plurality of business attributes; generating a first technical model according to the first service attribute; and generating data in the first report according to the first technical model and the source table.
Therefore, according to the method for generating data in the batch system, the first report with the highest priority is determined, and the first technical module corresponding to the first report can be generated according to the plurality of business attributes in the business model, so that the data in the first report can be directly generated according to the first technical model. Therefore, the method provided by the embodiment of the application can calculate the data in the first report preferentially, and the first report is selected from the obtained multiple reports after the whole target operation is not required to be calculated, so that the speed of obtaining the data in the first report is quicker, and the specific data in the target operation is more flexible to obtain.
In order to make the aforementioned objects, features and advantages of the present application more comprehensible, embodiments accompanying the drawings are described in detail below.
Referring to fig. 1, the figure is a schematic diagram of a method for generating data in a batch system according to an embodiment of the present application.
As shown in fig. 1, a method for generating data in a batch system provided in an embodiment of the present application includes:
s101: obtaining target operation to be divided; the target operation comprises a source table, a business model and a plurality of blank reports; the business model includes a plurality of business attributes.
S102: and determining a first report with the highest priority in the plurality of blank reports.
S103: a first business attribute related to the first report form in the plurality of business attributes is determined.
S104: a first technical model is generated based on the first business attribute.
S105: and generating data in the first report according to the first technical model and the source table.
It should be noted that, at present, a batch system usually generates a corresponding business model according to a specific business meaning. A job generated according to a business model may typically generate multiple reports. In a conventional data obtaining method, after a job corresponding to the data is completed, the data is usually extracted from a report output by the job. This results in a time consuming batch system to calculate other unnecessary reports, or other reports of lower priority. However, if the service model in the batch system is directly changed into the technical model, the understanding of the technician on the service of the batch system is not facilitated, and the difficulty is brought to the technician for updating the system in the later period.
According to the method for generating data in the batch system, the first report with the highest priority is determined, and the first technical module corresponding to the first report can be generated according to the plurality of service attributes in the service model, so that the data in the first report can be directly generated according to the first technical model. Therefore, the method provided by the embodiment of the application can calculate the data in the first report preferentially, and does not need to calculate the whole target operation, and then selects the first report from the obtained multiple reports, so that the speed of obtaining the data in the first report is faster, and the specific data in the target operation is more flexible.
As a possible implementation, the target job may include a plurality of source tables, and the method further includes: a first source table of the plurality of source tables associated with the first report is determined. In the above scheme, generating data in the first report according to the technical model and the source table includes: and generating data in the first report according to the technical model and the first source table. It should be noted that, when the target job includes multiple source tables, the batch system needs to load all the source tables to start the target job. In practical applications, if a second source table is included in the plurality of source tables, the second source table in the target job may need to be obtained after other jobs are completed because of the logical relationship between the job and the job, but the second source table may not be substantially related to the target data in the first report that needs to be obtained. In the conventional data acquisition method, the target data in the first report can be acquired only by executing the whole target job after the job for generating the data in the second source table is executed. However, if the data obtaining method provided by the application is adopted, the sub-job related to the first report in the target job can be preferentially executed, that is, the second source table is not obtained first, but the target data in the first report is directly generated according to the first source table and the automatically generated technical model, so that a great amount of time is saved.
The data generation method for the batch system provided by the embodiment of the application can further include: determining a second report with the highest priority in the plurality of blank reports; determining a second business attribute related to a second report form in the plurality of business attributes; generating a second technical model according to the second service attribute; and generating data in the second report according to the second technical model and the source table.
It should be noted that the job corresponding to the first technical model can be regarded as the first sub-job of the target job. After the first technical model is generated, a second technical model can be generated according to the business model, the second technical model is used for generating a second report, and the job corresponding to the second technical model can be a second sub-job. And then, continuously dividing the business model until all reports in the target job generate corresponding sub-jobs. This divides the target job into a plurality of sub-jobs, each of which may have a different priority.
Referring to fig. 2, the figure is a schematic diagram of a business model provided in an embodiment of the present application.
As shown in FIG. 2, the source tables corresponding to the business model include a loan owner table, a loan tag table, and a customer information table. The plurality of business attributes of the business model comprise an account number, a message identifier and a balance. The report generated by the business model comprises a interest loan table or a per-customer type interest loan table. The data items of report 1 (first report) include a loan balance on interest and a loan balance on non-interest. The data items of report 2 (second report) include the personal customer interest loan balance, the enterprise customer interest loan balance, and the entrance institution customer interest loan balance.
Referring to fig. 3, the figure is a schematic diagram of a technical model provided in the embodiment of the present application.
As shown in fig. 3, the source table corresponding to the technical model 1 (first technical model) includes a loan owner table and a loan tag table. The source table corresponding to the technical model 2 (second technical model) includes a customer information table. The service attributes of the technical model 1 include an account number, a sticker identifier and a balance. The service attributes of the technical model 2 include account number, customer type, interest identification and balance. The report generated by the business model 1 is a interest loan table. The report generated by the business model 2 is a customer type interest loan table. The data items of report 1 (first report) include a loan balance on interest and a loan balance on non-interest. The data items of report 2 (second report) include individual customer interest loan balance, enterprise customer interest loan balance, and entry institution customer interest loan balance.
Therefore, if the interest loan balance in the report 1 is calculated by using the business model shown in fig. 2, the owner table, the loan tag table and the customer information table are used, and all data in the report 1 and the report 2 are calculated. However, if the technical model 1 shown in fig. 3 is used for calculating the interest loan balance in the report 1, only the owner table and the loan tag table are needed, and only the interest loan balance and the non-interest loan balance need to be calculated, so that the calculation steps are simple, and the calculation process is fast.
To sum up, according to the method for generating data in a batch system provided by the embodiment of the present application, a first report with the highest priority is determined, and a first technical module corresponding to the first report can also be generated according to a plurality of service attributes in a service model, so that data in the first report can be directly generated according to the first technical model. Therefore, the method provided by the embodiment of the application can calculate the data in the first report preferentially, and the first report is selected from the obtained multiple reports after the whole target operation is not required to be calculated, so that the speed of obtaining the data in the first report is quicker, and the specific data in the target operation is more flexible to obtain.
According to the method for generating data in the batch system provided by the embodiment, the embodiment of the application further provides a device for generating data in the batch system.
Referring to fig. 4, this figure is a schematic diagram of a device for generating data in a batch system according to an embodiment of the present application.
As shown in fig. 4, the apparatus for generating data in a batch system according to the embodiment of the present application includes:
an obtaining module 100, configured to obtain a target job to be divided; the target operation comprises a source table, a business model and a plurality of blank reports; the service model comprises a plurality of service attributes;
the first determining module 200 is configured to determine a first report with the highest priority in the plurality of blank reports;
the second determining module 300 is used for determining a first business attribute related to the first report form in the plurality of business attributes;
a first generating module 400, configured to generate a first technical model according to the first service attribute;
the second generating module 500 is configured to generate data in the first report according to the first technical model and the source table.
To sum up, the apparatus for generating data in a batch system provided in this embodiment of the present application may also generate a first technical module corresponding to a first report by determining the first report with the highest priority according to a plurality of service attributes in a service model, so that data in the first report may be directly generated according to the first technical model. Therefore, the device provided by the embodiment of the application can calculate the data in the first report preferentially, and does not need to calculate the whole target operation, and then selects the first report from the obtained multiple reports, so that the speed of obtaining the data in the first report is faster, and the specific data in the target operation is more flexible.
As a possible implementation, the target job includes a plurality of source tables, and the apparatus further includes: the third determining module is used for determining a first source table related to the first report form in the plurality of source tables; the first generation module is specifically used for generating data in the first report according to the technical model and the first source table.
As a possible implementation, the apparatus further comprises: the fourth determining module is used for determining a second report form with the highest priority level in the plurality of blank report forms; the fifth determining module is used for determining a second business attribute related to the second report form in the plurality of business attributes; a third generating module, configured to generate a second technical model according to the second service attribute; and the fourth generation module is used for generating the data in the second report according to the second technical model and the source table.
According to the method for generating data in a batch system provided by the above embodiment, an embodiment of the present application further provides an electronic device, which includes a processor and a memory: the memory is used for storing a computer program; the processor is used for executing the method for generating the data in the batch system according to the computer program
As can be seen from the above description of the embodiments, those skilled in the art can clearly understand that all or part of the steps in the above embodiment methods can be implemented by software plus a necessary general hardware platform. Based on such understanding, the technical solution of the present application may be essentially or partially implemented in the form of a software product, which may be stored in a storage medium, such as a ROM/RAM, a magnetic disk, an optical disk, etc., and includes several instructions for enabling a computer device (which may be a personal computer, a server, or a network communication device such as a media gateway, etc.) to execute the method according to the embodiments or some parts of the embodiments of the present application.
It should be noted that, in the present specification, the embodiments are described in a progressive manner, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments may be referred to each other. The method disclosed by the embodiment corresponds to the system disclosed by the embodiment, so that the description is simple, and the relevant points can be referred to the system part for description.
It should also be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in the process, method, article, or apparatus that comprises the element.
The foregoing description of the disclosed embodiments will enable those skilled in the art to make or use the invention in various modifications to these embodiments, which will be apparent to those skilled in the art, and the general principles defined herein may be implemented in other embodiments without departing from the spirit or scope of the application. Thus, the present application is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
It should be noted that the method for generating data in a batch system and the related device provided by the invention can be used in the fields of artificial intelligence, block chaining, distribution, cloud computing, big data, internet of things, mobile internet, network security, chip, virtual reality, augmented reality, holography, quantum computing, quantum communication, quantum measurement, digital twinning, and finance. The above is merely an example, and the application fields of the method for generating data in a batch system and the related device provided by the present invention are not limited.
Claims (10)
1. A method for generating data in a batch system, comprising:
obtaining target operation to be divided; the target operation comprises a source table, a business model and a plurality of blank reports; the business model comprises a plurality of business attributes;
determining a first report form with the highest priority in the plurality of blank report forms;
determining a first business attribute related to the first report form in the plurality of business attributes;
generating a first technical model according to the first service attribute;
and generating data in the first report according to the first technical model and the source table.
2. The method of claim 1, wherein the target job comprises a plurality of source tables, the method further comprising:
determining a first source table of the plurality of source tables that is related to the first report;
generating data in the first report according to the technical model and the source table comprises:
and generating data in the first report according to the technical model and the first source table.
3. The method of claim 1, further comprising:
determining a second report form with the highest priority in the plurality of blank report forms;
determining a second business attribute related to the second report form in the plurality of business attributes;
generating a second technical model according to the second service attribute;
and generating data in the second report according to the second technical model and the source table.
4. A method according to any one of claims 1 to 3, wherein the source table comprises at least one of a loan owner table, a loan tag table and a customer information table.
5. The method of any of claims 1-3, wherein the plurality of business attributes comprises at least one of an account number, a message identifier, and a balance.
6. A method according to any one of claims 1 to 3, wherein the blank statement comprises a interest loan table or a per-customer type interest loan table.
7. An apparatus for generating data in a batch system, comprising:
the obtaining module is used for obtaining target operation to be divided; the target operation comprises a source table, a business model and a plurality of blank reports; the business model comprises a plurality of business attributes;
the first determining module is used for determining a first report form with the highest priority in the plurality of blank report forms;
the second determining module is used for determining a first business attribute related to the first report form in the plurality of business attributes;
a first generating module, configured to generate a first technical model according to the first service attribute;
and the second generation module is used for generating the data in the first report according to the first technical model and the source table.
8. The apparatus of claim 7, wherein the target job comprises a plurality of source tables, the apparatus further comprising:
the third determining module is used for determining a first source table related to the first report form in the plurality of source tables;
the first generating module is specifically configured to generate data in the first report according to the technical model and the first source table.
9. The method of claim 7, further comprising:
the fourth determining module is used for determining a second report form with the highest priority level in the plurality of blank report forms;
a fifth determining module, configured to determine a second service attribute related to the second report from the plurality of service attributes;
a third generating module, configured to generate a second technical model according to the second service attribute;
and the fourth generation module is used for generating the data in the second report according to the second technical model and the source table.
10. An electronic device, wherein the device comprises a processor and a memory:
the memory is used for storing a computer program;
the processor is configured to perform the method of any of claims 1-6 in accordance with the computer program.
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