CN108052335B - Data management method and device, computing equipment and storage medium - Google Patents
Data management method and device, computing equipment and storage medium Download PDFInfo
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Abstract
The invention discloses a data management method, a data management device, computing equipment and a storage medium, which are used for managing data to be called in a business system in realizing business processing logic, wherein the data is registered through a preset data registration interface so as to define a preset data type for the data; and responding to a data reading request of the service system, and reading target data corresponding to the data reading request through a preset data loading interface. Therefore, the service processing logic and the data management of the service system can be separated, so that the service system can concentrate on the development of the service processing logic.
Description
Technical Field
The present invention relates to the field of business processing technologies, and in particular, to a method and an apparatus for managing data during a business processing process, a computing device, and a storage medium.
Background
With the rapid development of internet technology, business systems for providing online services are coming out endlessly, such as search systems, recommendation systems, and the like. Data to be called when the business system realizes the business logic is internal data, and the internal data is generally stored in a local file. The management of the internal data is an important work in the process of processing the service system, and if the management of the internal data is completely released to the service system, when the service system is designed, not only special service processing logic but also data management logic need to be considered, so that the design cost of the service system is increased, and the complexity of the service system in the process of processing the service is increased. Therefore, on one hand, the stability of the online service is not facilitated, and on the other hand, the quick iteration of each service by the service system is also not facilitated.
Therefore, there is a need for a solution that can separate the business processing logic and the data management logic of the business system so that the business system can no longer be concerned with the management of data during the design and operation process.
Disclosure of Invention
The invention mainly aims to provide a data management method, a data management device, a computing device and a storage medium, which can be used for managing internal data related to a business system in the process of realizing business processing logic, so that the business processing logic of the business system can be separated from the data management, and the business system can be concentrated on the development of the business processing logic.
According to an aspect of the present invention, there is provided a data management method for managing at least part of internal data that needs to be called by a business system in implementing business processing logic, the method including: registering at least part of internal data through a preset data registration interface to define a preset data type for at least part of internal data; and responding to an internal data reading request of the service system, and reading target internal data corresponding to the internal data reading request through a preset data loading interface.
Therefore, the service processing logic and the data management of the service system can be separated, so that the service system can concentrate on the development of the service processing logic.
Preferably, registering the internal data through the data registration interface may include: saving a type generator for creating a predetermined data type in a global static variable manner; and creating a predetermined data type for the internal data through the type generator so as to realize the registration of the internal data.
Thus, when registering the internal data, the corresponding data type can be defined by the type generator, so that the internal data can be registered as the custom data type.
Preferably, the data loading interface may further set a version member variable for identifying a version of the target data after reading the target data. The set version may characterize whether the data is the latest version.
Preferably, the method may further comprise: periodically reading target data and version member variables thereof through a preset data reloading interface; and updating the target data under the condition that the value of the version member variable is updated when the version member variable of the target data acquired this time is compared with the version member variable acquired last time. Thus, automatic updating of data can be achieved.
According to another aspect of the present invention, there is provided a data management apparatus for managing at least part of internal data that needs to be called by a service system in implementing service processing logic, including: the data registration module is used for registering at least part of internal data to define a preset data type for at least part of internal data; and the data loading module is used for responding to the internal data reading request of the service system and reading the target data corresponding to the internal data reading request.
Preferably, the data registration module stores a type generator for creating a predetermined data type in a global static variable manner, and creates the predetermined data type through the type generator to realize registration of internal data.
Preferably, the data loading module further sets a version member variable for identifying a version of the target data after reading the target data.
Preferably, the data management apparatus may further include: the data reloading module is used for re-reading the target data and the version member variables thereof in a preset period; and the data updating module is used for updating the target data under the condition that the version member variable of the target data acquired by the data reloading module at this time is updated compared with the version member variable acquired at the last time.
According to another aspect of the present invention, there is also provided a computing device comprising: a processor; and a memory having executable code stored thereon, which when executed by the processor, causes the processor to perform the above-mentioned data management method.
According to another aspect of the present invention, there is also provided a non-transitory machine-readable storage medium having stored thereon executable code, which when executed by a processor of an electronic device, causes the processor to perform the above-mentioned data management method.
In summary, the data management method, apparatus, computing device and storage medium of the present invention can manage internal data related to the business system in the process of implementing business processing logic, so that the business processing logic of the business system can be separated from data management, so that the business system can concentrate on the development of the business processing logic.
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The above and other objects, features and advantages of the present disclosure will become more apparent by describing in greater detail exemplary embodiments thereof with reference to the attached drawings, in which like reference numerals generally represent like parts throughout.
Fig. 1 is a schematic flow chart diagram illustrating a data management method according to an embodiment of the present invention.
Fig. 2 is a schematic block diagram showing the structure of a data management apparatus according to an embodiment of the present invention.
FIG. 3 is a schematic block diagram illustrating the structure of a computing device according to an embodiment of the present invention.
Detailed Description
Preferred embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While the preferred embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the disclosure to those skilled in the art.
As described above, the management of internal data is an important task in the processing process of the business system, and if the management of internal data is completely released to the business system, it is not favorable for the stability of the online service on one hand, and it is also not favorable for the business system to quickly iterate each business on the other hand. Therefore, the invention provides a data management scheme capable of managing at least part of internal data required to be called by a business system in the realization of business processing logic. The data management scheme of the invention mainly comprises two parts of data registration and data loading. The data registration and the data loading can be respectively realized through different predefined data interfaces. For convenience of description, an interface implementing the data registration function may be referred to as a data registration interface, and an interface implementing the data loading function may be referred to as a data loading interface.
It should be noted that the business system described in the present invention may be an online business system for providing services to users, such as an online search system, an online recommendation system, and the like. It may also be in the form of various other types of systems capable of performing business processes, such as a distributed task processing system.
The internal data mentioned in the invention is corresponding to the external data, the internal data refers to the data which needs to be called from the local file in the logic process of realizing the self service processing by the service system, and the external data refers to the external data which needs to be obtained from the database in the specific service process executed by the service system. Taking a business system as an online search system as an example, the internal data refers to data that needs to be called locally when the online search system realizes the search logic, and may be, for example, initialization information, configuration information and other data that are needed when the online search system realizes the search logic. The external data refers to data stored in a database, such as user login information, user search history, etc., which are required when the online search system performs a search.
Fig. 1 is a schematic flow chart diagram illustrating a data management method according to an embodiment of the present invention.
Referring to fig. 1, in step S110, at least a portion of internal data that needs to be called by the service system in implementing the service processing logic is registered through a preset data registration interface to define a predetermined data type for the internal data.
As described above, the internal data mentioned in the present invention mainly refers to internal data that needs to be called when the business system implements the business processing logic, and the internal data can be stored in a file local to the system. The data registration interface can define the data as a self-defined data type so as to facilitate the reading of the data loading interface.
As an alternative embodiment of the present invention, the type generator for creating the predetermined data type may be saved in a manner of a global static variable (recordMap), and the type generator creates the predetermined data type for the data, so as to implement the registration of the data. The type generator may be a class factory (class factory) for creating a data type, and may store a plurality of class factories in a way of a global static variable (recordMap), and factory functions encapsulated by different class factories are used to create different data types, and when data is registered, a factory function of a corresponding class factory may be selected to create a corresponding data type.
In step S120, in response to a data reading request of the business system, target data corresponding to the data reading request is read through a preset data loading interface.
The data loading interface is mainly used for reading data, and after the data is registered as a preset data type through the data registration interface, when the business system realizes that business processing logic needs to call internal data, the data can be read through the data loading interface. Therefore, in the whole data reading process, the service system can realize the data reading operation only by communicating with the data loading interface, namely, the service party only needs to construct a function interface for calling the data loading interface to obtain the corresponding data.
As an optional embodiment of the present invention, after reading the target data, the data loading interface may further set a version member variable for identifying a version of the target data. For the same target data, the version member variable set for the data loading interface can be increased or decreased, and the larger the value of the version member variable is, the newer the version of the data is.
According to the version member variable set by the data loading interface, the preset data reloading interface can be used for re-reading the data to update the data. Specifically, the data and the version member variable thereof may be periodically read by using the data reload interface, and when the value of the version member variable of the data acquired this time is updated as compared with the value of the version member variable acquired last time, the data may be determined to be updated, and at this time, the data may be updated in a predetermined updating manner. The specific implementation manner of data update may be a double exchange manner, a locking exchange manner, and the like, and the specific implementation manner of data update is well known to those skilled in the art and is not described herein again.
In a specific embodiment, after the data loading interface reads the target data and sets the version member variable for the target data each time, the data reloading interface is automatically triggered to re-read the target data and the version member variable thereof, and for the same target data, when the value of the version member variable is updated compared with the version member variable acquired last time, it can be determined that the version member variable is updated. Automatic updating of data can thus be achieved.
In the invention, whether the value of the version member variable is updated or not can be judged by comparing whether the value of the version member variable of the target data acquired this time is consistent with the value of the version member variable acquired last time. In the case where the comparison result is inconsistent, it can be determined that the value of the version member variable is updated. Taking the value of the version member variable set by the data loading interface as the target data as the incremental value set along with the update of the version as an example, whether the value of the version member variable acquired this time is greater than the value of the version member variable acquired last time can be compared through the reloading interface, and if the value is greater than the value, the value of the version member variable can be determined to be updated.
In summary, with the data management scheme of the present invention, the service system only needs to be responsible for its own service processing logic, and does not need to pay attention to the management of the internal data that needs to be called to implement the service processing logic, so that the service processing logic and the data management logic of the service system can be separated, and the service system can be dedicated to the development of the service logic.
As can be seen from the above description of the data management scheme of the present invention, the data management scheme of the present invention defines the basic interfaces (the data registration interface, the data loading interface, and the data reloading interface) of the data, and can implement the corresponding interfaces in an inheritance manner, so that the automatic registration of the data can be implemented, and the update of the data can be implemented through versioning management.
As an example of the present invention, to facilitate management of data, only three basic interfaces may be defined: initializing the interface, loading the interface, reloading the interface and a member variable representing the version. Corresponding three interfaces need to be implemented in the inherited subclasses. The three basic interfaces may be packaged in one basic class, the initialization interface may be used to perform initialization operation, and a data registration mechanism may also be implemented in the initialization interface, where the data registration mechanism is described above in detail and is not described here again. In the implementation process of the loading interface, the value of the version member variable can be set for the loaded data, so that the reloading interface can judge whether the data is updated according to the reloading result. When the data is updated by using the data reloading interface, a new thread can be introduced, and the thread can control the reloading result of the data reloading interface to periodically check whether the data is updated.
The data management scheme of the invention can be realized as a base class comprising the interface, so that the business system can obtain corresponding data through one function interface when in use only by realizing the corresponding data interface, and the loading and updating of the data are not concerned in the use process, thereby being convenient to concentrate on the development of business logic.
So far, the detailed implementation process of the data management scheme of the present invention is described in detail with reference to fig. 1, and in addition, the data management scheme of the present invention can also be implemented as a data management apparatus. Fig. 2 is a schematic block diagram showing the structure of a data management apparatus according to an embodiment of the present invention. The functional blocks of the data management device 200 may be implemented by hardware, software, or a combination of hardware and software that implements the principles of the present invention. It will be appreciated by those skilled in the art that the functional blocks described in fig. 2 may be combined or divided into sub-blocks to implement the principles of the invention described above. Thus, the description herein may support any possible combination, or division, or further definition of the functional modules described herein.
Only the functional modules that the data management device 200 can have and the operations that each functional module can perform are briefly described below, and the detailed portions related thereto may be referred to the above description, and are not described again here.
Referring to fig. 2, the data management apparatus 200 is used for managing at least part of internal data that needs to be called by a business system in implementing business processing logic, and the data management apparatus 200 includes a data registration module 210 and a data loading module 220.
The data registration module 210 is configured to register at least a part of internal data that needs to be called by the service system in implementing the service processing logic, so as to define a predetermined data type for the internal data. Alternatively, the data registration module 210 may store a type generator for creating a predetermined data type in a global static variable manner, and create the predetermined data type through the type generator to realize the registration of the data.
The data loading module 220 is configured to read target data corresponding to an internal data read request in response to the internal data read request of the business system. After reading the target data, the data loading module 220 may further set a version member variable for identifying a version of the target data.
As an alternative embodiment of the present invention, the data management apparatus 200 may further include a data reloading module 230 and a data updating module 240, which are shown by dashed boxes in the figure.
The data reload module 230 is used to re-read the target data and its version member variables at a predetermined cycle. The data updating module 240 is configured to update the target data when the version member variable of the target data acquired by the data reloading module this time is compared with the version member variable acquired last time, and the value of the version member variable is updated.
The data management scheme of the present invention may also be implemented by a computing device. FIG. 3 shows a schematic block diagram of a computing device 300 in accordance with one embodiment of the present invention. The computing device 300 may be deployed in a business system, or may be deployed on a third-party platform different from the business system.
As shown in FIG. 3, computing device 300 of the present invention may comprise: a processor 310 and a memory 320. The memory 320 may have executable code stored thereon that, when executed by the processor, causes the processor 310 to perform the data management method of the present invention. The specific implementation can be referred to the related description of fig. 1 above, and is not described herein again.
The data management method, apparatus and computing device according to the present invention have been described in detail above with reference to the accompanying drawings.
Furthermore, the method according to the invention may also be implemented as a computer program or computer program product comprising computer program code instructions for carrying out the above-mentioned steps defined in the above-mentioned method of the invention.
Alternatively, the invention may also be embodied as a non-transitory machine-readable storage medium (or computer-readable storage medium, or machine-readable storage medium) having stored thereon executable code (or a computer program, or computer instruction code) which, when executed by a processor of an electronic device (or computing device, server, etc.), causes the processor to perform the steps of the above-described method according to the invention.
Those of skill would further appreciate that the various illustrative logical blocks, modules, circuits, and algorithm steps described in connection with the disclosure herein may be implemented as electronic hardware, computer software, or combinations of both.
The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems and methods according to various embodiments of the present invention. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
Having described embodiments of the present invention, the foregoing description is intended to be exemplary, not exhaustive, and not limited to the embodiments disclosed. Many modifications and variations will be apparent to those of ordinary skill in the art without departing from the scope and spirit of the described embodiments. The terminology used herein is chosen in order to best explain the principles of the embodiments, the practical application, or improvements made to the technology in the marketplace, or to enable others of ordinary skill in the art to understand the embodiments disclosed herein.
Claims (6)
1. A data management method is used for managing at least part of internal data which needs to be called in the process of realizing business processing logic of a business system, wherein the internal data refers to data which needs to be called from a local file in the process of realizing the business processing logic of the business system, and the method comprises the following steps:
registering the at least part of internal data through a preset data registration interface to define a preset data type for the at least part of internal data;
responding to an internal data reading request of a business system, reading target data corresponding to the internal data reading request through a preset data loading interface, wherein the data loading interface is used for setting a version member variable for identifying the version of the target data after reading the target data;
periodically reading the target data and the version member variables thereof through a preset data reloading interface, wherein after the data reloading interface reads the target data, the data reloading interface is triggered to re-read the target data and the version member variables thereof;
and updating the target data under the condition that the value of the version member variable is updated when the version member variable of the target data acquired by the data reloading interface at this time is compared with the version member variable acquired at the last time.
2. The data management method of claim 1, wherein registering the internal data through the data registration interface comprises:
saving a type generator for creating a predetermined data type in a global static variable manner;
and creating a predetermined data type for the internal data through the type generator so as to realize the registration of the internal data.
3. A data management device is used for managing at least part of internal data which needs to be called in the process of realizing business processing logic of a business system, wherein the internal data refers to data which needs to be called from a local file in the process of realizing the business processing logic of the business system, and the device comprises:
a data registration module for registering the at least part of the internal data to define a predetermined data type for the at least part of the internal data;
the system comprises a data loading module, a data reading module and a data processing module, wherein the data loading module is used for responding to an internal data reading request of a service system and reading target data corresponding to the internal data reading request, and the data loading module is also used for setting a version member variable for identifying a version of the target data after reading the target data;
the data reloading module is used for re-reading the target data and the version member variables thereof in a preset period, wherein after the data loading module reads the target data, the data reloading module re-reads the target data and the version member variables thereof; and
and the data updating module is used for updating the target data under the condition that the value of the version member variable is updated when the version member variable of the target data acquired by the data reloading module at this time is compared with the version member variable acquired at the last time.
4. The data management apparatus according to claim 3, wherein the data registration module stores a type generator for creating a predetermined data type in a global static variable manner, and creates a predetermined data type for the internal data through the type generator to realize registration of the internal data.
5. A computing device, comprising:
a processor; and
a memory having executable code stored thereon, which when executed by the processor, causes the processor to perform the method of any of claims 1-2.
6. A non-transitory machine-readable storage medium having stored thereon executable code, which when executed by a processor of an electronic device, causes the processor to perform the method of any of claims 1-2.
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| CN201711107006.9A CN108052335B (en) | 2017-11-10 | 2017-11-10 | Data management method and device, computing equipment and storage medium |
| PCT/CN2018/105850 WO2019091216A1 (en) | 2017-11-10 | 2018-09-14 | Data management method and apparatus, computing device and storage medium |
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| CN101771947A (en) * | 2008-12-29 | 2010-07-07 | 中兴通讯股份有限公司 | Processing method for updating system messages and user terminal |
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| US9015106B2 (en) * | 2012-04-30 | 2015-04-21 | Dell Products, Lp | Cloud based master data management system and method therefor |
| CN104978322B (en) * | 2014-04-03 | 2019-10-08 | 武汉联影医疗科技有限公司 | A kind of sharing method and its system of basic data |
| CN104361424B (en) * | 2014-10-11 | 2018-05-04 | 中国电子科技集团公司第十研究所 | Main data system integrated approach based on Enterprise Service Bus |
| CN108052335B (en) * | 2017-11-10 | 2021-08-13 | 阿里巴巴（中国）有限公司 | Data management method and device, computing equipment and storage medium |
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| CN101727337A (en) * | 2008-10-24 | 2010-06-09 | 鸿富锦精密工业（深圳）有限公司 | Electronic device with automatic software updating function and method |
| CN101771947A (en) * | 2008-12-29 | 2010-07-07 | 中兴通讯股份有限公司 | Processing method for updating system messages and user terminal |
| CN107301065A (en) * | 2017-05-22 | 2017-10-27 | 北京羽扇智信息科技有限公司 | Firmware upgrade method, ip intelligent peripherals and firmware upgrade system |
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