CN113742334A - Data processing method and device - Google Patents

Data processing method and device Download PDF

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CN113742334A
CN113742334A CN202010603593.6A CN202010603593A CN113742334A CN 113742334 A CN113742334 A CN 113742334A CN 202010603593 A CN202010603593 A CN 202010603593A CN 113742334 A CN113742334 A CN 113742334A
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service
data
value
field
data table
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CN113742334B (en
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李亮
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Beijing Jingdong Century Trading Co Ltd
Beijing Wodong Tianjun Information Technology Co Ltd
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Beijing Jingdong Century Trading Co Ltd
Beijing Wodong Tianjun Information Technology Co Ltd
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/22—Indexing; Data structures therefor; Storage structures
    • G06F16/2282—Tablespace storage structures; Management thereof
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/23—Updating

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Abstract

本发明公开了一种数据处理方法和装置，涉及计算机技术领域。该方法包括：在接收到数据打标请求后，确定第一数据表中待处理业务数据的唯一标识、以及待标记的业务字段；其中，第一数据表中的一行用于存储一条业务数据，所述业务数据包括各个业务字段的值、以及用于对所述业务字段进行标记的业务标识字段值；根据所述待标记的业务字段生成以二进制形式表示的第一业务标识值，并将所述第一业务标识值转换成以十进制形式表示的第二业务标识值；根据所述第二业务标识值对第一数据表中对应于所述唯一标识的业务数据中的业务标识字段值进行更新。通过以上步骤，能够满足业务系统个性化的数据打标需求，降低业务数据的标识存储成本和加载成本。

Figure 202010603593

The invention discloses a data processing method and device, and relates to the technical field of computers. The method includes: after receiving the data marking request, determining the unique identifier of the business data to be processed and the business field to be marked in the first data table; wherein, a row in the first data table is used to store a piece of business data, The service data includes the value of each service field and the service identification field value used to mark the service field; the first service identification value expressed in binary form is generated according to the service field to be marked, and the The first service identification value is converted into a second service identification value expressed in decimal form; the service identification field value in the service data corresponding to the unique identification in the first data table is updated according to the second service identification value. . Through the above steps, the personalized data marking requirements of the business system can be met, and the identification storage cost and loading cost of business data can be reduced.

Figure 202010603593

Description

Data processing method and device
Technical Field
The present invention relates to the field of computer technologies, and in particular, to a data processing method and apparatus.
Background
As internet technology has developed, people increasingly rely on various network service platforms, such as e-commerce platforms, social platforms, and so on. A web services platform typically includes a plurality of business systems. Under different service scenes, each service system often has individualized and customized data requirements. In order to meet the personalized and customized data requirements of each business system, an identifier (marking) is often required to be set for business data. For example, in an e-commerce platform, a scenario that one main data supports multiple service systems often exists, and a service system has a customized data requirement, for example, part of fields in a service data table corresponding to the service system need to be synchronized with the main data for changing, and part of fields need to be personalized for maintenance, which requires setting an identifier such as "mark" for indicating whether each field in the service data table needs to be updated with the main data.
In the prior art, data marking is mainly performed in a mode of adding a service identification table in a database. And one line in the service identification table is used for marking one piece of service data in the original service data table.
In the process of implementing the invention, the inventor finds that at least the following problems exist in the prior art: with the increasing demand of marking service data, the storage capacity of the identification data is continuously enlarged; under the scene of numerous service data, the problems of high storage cost of the identification and high subsequent data loading cost exist by adopting the conventional data marking method.
Disclosure of Invention
In view of this, the present invention provides a data processing method and apparatus, which can meet the personalized data marking requirement of a service system, and reduce the identifier storage cost and the loading cost of service data.
To achieve the above object, according to one aspect of the present invention, a data processing method is provided.
The data processing method of the invention comprises the following steps: after a data marking request is received, determining a unique identifier of service data to be processed and a service field to be marked in a first data table; one row in the first data table is used for storing a piece of service data, and the service data comprises values of all service fields and service identification field values used for marking the service fields; generating a first service identification value represented in a binary form according to the service field to be marked, and converting the first service identification value into a second service identification value represented in a decimal form; and updating the service identification field value in the service data corresponding to the unique identification in the first data table according to the second service identification value.
Optionally, the generating a first service identifier value represented in a binary form according to the service field to be marked includes: acquiring a service identifier field value in the service data corresponding to the unique identifier in a first data table; converting the acquired field value of the service identifier into a binary identifier array; inquiring configuration information according to the service field to be marked so as to determine the position of the service field to be marked in the binary identification array; and updating the value of the position of the service field to be marked in the binary identification array to obtain the first service identification value.
Optionally, the updating, according to the second service identification value, a service identification field value in the service data corresponding to the unique identification in the first data table includes: and when updating operation is carried out according to the second service identification value, updating the service identification field value in the service data corresponding to the unique identification in the first data table in an optimistic locking mode.
Optionally, the service identification field is used to indicate whether each service field in the first data table needs to be updated together with the second data table.
Optionally, the updating the value of the position where the service field to be marked is located in the binary identification array includes: when the service field to be marked is a field which needs to be updated together with a second data table, updating the value of the position of the service field to be marked in the binary identification array to be a first Boolean value; and when the service field to be marked is a field which does not need to be updated together with a second data table, updating the value of the position of the service field to be marked in the binary identification array to be a second Boolean value.
Optionally, the method further comprises: after receiving the second data table change message, determining the change details of the second data table; and updating the value of the service field which needs to be updated together with the second data table in the first data table according to the change details of the second data table.
Optionally, the change details of the second data table include: changing a unique identifier of data and changing a service field value in the data; the updating the value of the service field which needs to be updated together with the second data table in the first data table according to the change details of the second data table includes: assembling a first data object according to the unique identification of the changed data and the service field value in the changed data; acquiring a service identifier field value in the service data corresponding to the unique identifier of the changed data in the first data table; converting the obtained service identification field value into a fifth service identification value represented in a binary form, and determining a service field which needs to be updated together with the second data table in the first data table according to the fifth service identification value; assembling a second data object according to the unique identification of the changed data and the service field which needs to be updated together with a second data table in the first data table; assigning values to the second data object according to the first data object; and updating the first data table according to the assigned second data object.
To achieve the above object, according to another aspect of the present invention, there is provided a data processing apparatus.
The data processing apparatus of the present invention includes: the determining module is used for determining the unique identifier of the service data to be processed and the service field to be marked in the first data table after the data marking request is received; one row in the first data table is used for storing a piece of service data, and the service data comprises values of all service fields and service identification field values used for marking the service fields; the generating module is used for generating a first service identification value expressed in a binary form according to the service field to be marked and converting the first service identification value into a second service identification value expressed in a decimal form; and the updating module is used for updating the service identification field value in the service data corresponding to the unique identification in the first data table according to the second service identification value.
To achieve the above object, according to still another aspect of the present invention, there is provided an electronic apparatus.
The electronic device of the present invention includes: one or more processors; and storage means for storing one or more programs; when the one or more programs are executed by the one or more processors, the one or more processors are caused to implement the data processing method of the present invention.
To achieve the above object, according to still another aspect of the present invention, there is provided a computer-readable medium.
The computer-readable medium of the present invention has stored thereon a computer program which, when executed by a processor, implements the data processing method of the present invention.
One embodiment of the above invention has the following advantages or benefits: the method comprises the steps of determining the unique identification of the service data to be processed in a first data table and the service field to be marked after a data marking request is received, generating a first service identification value expressed in a binary form according to the service field to be marked, converting the first service identification value into a second service identification value expressed in a decimal form, and updating the service identification field value in the service data corresponding to the unique identification in the first data table according to the second service identification value, so that the individualized data marking requirement of a service system can be met, and the identification storage cost and the loading cost of the service data are reduced.
Further effects of the above-mentioned non-conventional alternatives will be described below in connection with the embodiments.
Drawings
The drawings are included to provide a better understanding of the invention and are not to be construed as unduly limiting the invention. Wherein:
fig. 1 is a main flow chart diagram of a data processing method according to a first embodiment of the present invention;
FIG. 2 is a schematic main flow chart of a data processing method according to a second embodiment of the present invention;
FIG. 3 is a schematic diagram illustrating a process of synchronous update of service fields in a data processing method according to a third embodiment of the present invention;
FIG. 4 is a schematic diagram of the main blocks of a data processing apparatus according to a fourth embodiment of the present invention;
FIG. 5 is an exemplary system architecture diagram in which embodiments of the present invention may be employed;
FIG. 6 is a schematic block diagram of a computer system suitable for use with the electronic device to implement an embodiment of the invention.
Detailed Description
Exemplary embodiments of the present invention are described below with reference to the accompanying drawings, in which various details of embodiments of the invention are included to assist understanding, and which are to be considered as merely exemplary. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the invention. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.
It should be noted that the embodiments and technical features of the embodiments of the present invention may be combined with each other without affecting the implementation of the present invention.
First embodiment
Fig. 1 is a main flow diagram of a data processing method according to a first embodiment of the present invention. As shown in fig. 1, the data processing method according to the embodiment of the present invention includes:
step S101: and after the data marking request is received, determining the unique identifier of the service data to be processed and the service field to be marked in the first data table.
The data marking request may also be referred to as a "service data marking request" or a "request for setting a service identifier for service data", or the like.
In an optional example, the data marking request may carry a unique identifier of the service data to be processed in the first data table and a service field to be marked. In this optional example, the unique identifier of the to-be-processed service data in the first data table carried by the data marking request and the service field to be marked may be obtained from the data marking request. For example, a certain data marking request includes the following request parameters { id:1, syncField: wartatus }, where "id: 1" indicates that the unique identifier of the service data to be processed in the first data table (for example, it is specifically a self-increment key) is "1", "syncField: the "wartus" indicates that the traffic field to be marked in the first data table is "wartus".
In another optional example, the data marking request may not carry the unique identifier of the service data to be processed in the first data table and the service field to be marked. In this optional example, the unique identifier of the to-be-processed service data and the to-be-marked service field corresponding to the unique identifier can be queried according to the information carried in the data marking request.
And one row in the first data table is used for storing a piece of service data, and the service data comprises values of all service fields and service identification field values used for marking the service fields. For example, one piece of service data in the first data table includes the value of the service field a, the value of the service field B, the value of the service field C, and the value of the service identification field "mark" for marking the service field A, B, C.
Further, in order to save storage space, the data type used by the service identification field value in the first data table is a decimal numeric type, such as bigint, or int, etc. bigint is an integer data type supported by a common relational database, and the occupied storage space of the bigint is generally 8 bytes; int is an integer data type that occupies a memory space of typically 4 bytes. After decimal conversion binary processing is carried out on the service identification field value in the memory, the service identification field value expressed in a binary form has the following meanings: a service field in the first data table corresponds to a position in the service identifier field value represented in the binary form, and the value of the position represents a mark value of the service field, specifically a first boolean value or a second boolean value. In specific implementation, if the first boolean value is 1, the second boolean value is 0; if the first Boolean value is set to 0, the second Boolean value is set to 1. For example, assuming that the service identifier field value represented in the binary form is 01011, and there are five service fields a to E in the first data table, the value of the service identifier field value at the first position from left to right represents the tag value of the service field a, the value of the service field B at the second position represents the tag value of the service field B, the value of the service field C at the third position represents the tag value of the service field D at the fourth position, and the value of the service field E at the fifth position represents the tag value of the service field E.
Step S102: and generating a first service identification value represented in a binary form according to the service field to be marked.
The service field to be marked may be specifically a service field to be marked as a first boolean value, and/or a service field to be marked as a second boolean value. Under different service scenes, the mark values of the service fields have different actual meanings. Exemplarily, in a certain service scenario, the value of the flag of the service field is a first boolean value indicating that the service field needs to be updated together with the primary data, and the value of the flag of the service field is a second boolean value indicating that the service field does not need to be updated together with the primary data. Furthermore, in this example, the service field to be marked may be a service field that needs to be updated together with the main data, and/or a service field that does not need to be updated together with the main data.
Step S103: and converting the first service identification value into a second service identification value expressed in a decimal form.
Step S104: and updating the service identification field value in the service data corresponding to the unique identification in the first data table according to the second service identification value.
Further, after obtaining the second service identification value expressed in decimal, in order to prevent data confusion caused by concurrent modification, the service identification field value in the service data corresponding to the unique identification in the first data table can be updated in an optimistic lock manner. In an optional implementation manner, the update of the service identification field value may be performed according to the unique identification of the service data to be processed carried by the data marking request and the original service identification field value in the first data table as conditions. For example, the following database update statements may be employed: update ware set mark [ # newmark where id [ # id ] and mark [ # oldmark ]. Wherein, "# newmark" represents the second service identification value, "# id" represents the unique identification of the service data to be processed, and "# oldmark" represents the service field identification value in the database before modification.
In the embodiment of the invention, after a data marking request is received, the unique identifier of the service data to be processed in the first data table and the service field to be marked are determined, the first service identifier value expressed in a binary form is generated according to the service field to be marked, the first service identifier value is converted into the second service identifier value expressed in a decimal form, and the service identifier field value in the service data corresponding to the unique identifier in the first data table is updated according to the second service identifier value.
Second embodiment
Fig. 2 is a main flow chart of a data processing method according to a second embodiment of the present invention. As shown in fig. 2, the data processing method according to the embodiment of the present invention includes:
step S201: and receiving a data marking request.
Step S202: and determining the unique identifier of the service data to be processed and the service field to be marked in the first data table according to the data marking request.
In an optional example, the data marking request may carry a unique identifier of the service data to be processed in the first data table and a service field to be marked. In this optional example, the unique identifier of the to-be-processed service data in the first data table carried by the data marking request and the service field to be marked may be obtained from the data marking request. For example, a certain data marking request includes the following request parameters { id:1, syncField: wartatus }, where "id: 1" indicates that the unique identifier of the service data to be processed in the first data table (for example, it is specifically a self-increment key) is "1", "syncField: the "wartus" indicates that the traffic field to be marked in the first data table is "wartus".
And one row in the first data table is used for storing a piece of service data, and the service data comprises values of all service fields and service identification field values used for marking the service fields. For example, one piece of service data in the first data table includes the value of the service field a, the value of the service field B, the value of the service field C, and the value of the service identification field "mark" for marking the service field A, B, C.
Further, in order to save storage space, the data type used by the service identification field value in the first data table is a decimal numeric type, such as bigint, or int, etc. bigint is an integer data type supported by a common relational database, and the occupied storage space of the bigint is generally 8 bytes; int is an integer data type that occupies a memory space of typically 4 bytes.
Step S203: and acquiring a service identification field value in the service data corresponding to the unique identification in the first data table.
In this step, the first data table may be queried according to the unique identifier of the service data to be processed, so as to obtain the value of the service identifier field in the service data corresponding to the value. For example, assuming that the unique identifier of the service data to be processed satisfies "id ═ 1", and the service identifier field is denoted by "mark", the following database query statement may be employed: select id, mark from ware where id is 1.
Step S204: and converting the acquired business identifier field value into a binary identifier array.
In this step, a decimal to binary operation may be performed on the service identifier field value obtained from the first data table in the memory to obtain a service identifier field value represented in a binary form, specifically, a binary identifier array. And a service field in the first data table corresponds to a position in the binary identification array, and the value of the position represents a mark value of the service field, specifically a first boolean value or a second boolean value. In specific implementation, if the first boolean value is 1, the second boolean value is 0; if the first Boolean value is set to 0, the second Boolean value is set to 1.
Step S205: and inquiring configuration information according to the service field to be marked so as to determine the position of the service field to be marked in the binary identification array.
In the embodiment of the present invention, the corresponding relationship between each service field in the first data table and the specific position in the binary identifier array may be configured in advance. For example, assuming that there are five service fields a to E in the first data table, and the binary identification array includes five positions in total, the following information may be configured: the first position in the binary number group from left to right corresponds to a service field A, the second position corresponds to a service field B, the third position corresponds to a service field C, the fourth position corresponds to a service field D, and the fifth position corresponds to a service field E. Further, assuming that the service field to be marked is the service field C, the third position of the service field in the binary identification array can be determined by querying the configuration information.
Step S206: and updating the value of the position of the service field to be marked in the binary identification array to obtain a first service identification value represented in a binary form.
The service field to be marked may be specifically a service field to be marked as a first boolean value, and/or a service field to be marked as a second boolean value. Under different service scenes, the mark values of the service fields have different actual meanings. Illustratively, in a certain service scenario, the value of the flag of the service field is the first boolean value indicating that the service field needs to be updated together with the second data table, and the value of the flag of the service field is the second boolean value indicating that the service field does not need to be updated together with the second data table. Furthermore, in this example, the service field to be marked may be a service field that needs to be updated together with the second data table, and/or a service field that does not need to be updated together with the second data table.
Further, when the service field to be marked is specifically a service field that needs to be updated together with the second data table, step S206 specifically includes: and updating the value of the position of the service field to be marked in the binary identification array to be a first Boolean value. For example, assuming that the first boolean value is 1, the second boolean value is 0, the service field to be marked is the service field C that needs to be updated synchronously, and the position of the service field C in the binary identification array "01011" is the third bit from left to right, then "0" of the third bit is replaced by 1, so as to obtain the first service identification value "01111".
When the service field to be marked is specifically a service field that needs to be updated together with the main data and a field that does not need to be updated together with the second data table, step S206 specifically includes: when the service field to be marked is a field which needs to be updated together with a second data table, updating the value of the position of the service field to be marked in the binary identification array to be a first Boolean value; and when the service field to be marked is a field which does not need to be updated together with a second data table, updating the value of the position of the service field to be marked in the binary identification array to be a second Boolean value. For example, assuming that the first boolean value is 1, the second boolean value is 0, the service fields to be marked are a service field C requiring synchronous update and a field B not requiring synchronous update, and the positions of the service field B, C in the binary identification array "01011" are the second and third bits from left to right, respectively, then "1" of the second bit is replaced by 0, and "0" of the third bit is replaced by 1, so as to obtain the first service identification value "00111".
In the embodiment of the present invention, steps S203 to S206 are an optional implementation of step S202 in the embodiment shown in fig. 1. In specific implementation, step S102 in the embodiment shown in fig. 1 may also take other alternative implementations.
Step S207: converting the first service identification value into a second service identification value expressed in decimal form.
In this step, a second service identification value can be obtained by performing binary to decimal operation on the first service identification value.
In the embodiment of the invention, the service identification field value is stored in the database table in a decimal form, and decimal-to-binary operation is carried out in the memory to obtain the service identification value in a binary form, so that the identification of the service data is convenient to modify, the storage space required by the identification of the service data stored in the database is saved, and the identification storage cost and the loading cost of the service data are reduced.
Step S208: and updating the service identification field value in the service data corresponding to the unique identification in the first data table according to the second service identification value.
Further, after obtaining the second service identification value expressed in decimal, in order to prevent data confusion caused by concurrent modification, the service identification field value in the service data corresponding to the unique identification in the first data table can be updated in an optimistic lock manner. In an optional implementation manner, the update of the service identification field value may be performed according to the unique identification of the service data to be processed carried by the data marking request and the original service identification field value in the first data table as conditions. For example, the following database update statements may be employed: update ware set mark [ # newmark where id [ # id ] and mark [ # oldmark ]. Wherein, "# newmark" represents the second service identification value, "# id" represents the unique identification of the service data to be processed, and "# oldmark" represents the service field identification value in the database before modification.
In the embodiment of the invention, the individualized data marking requirement of the service system can be met through the steps, and the identification storage cost and the loading cost of the service data are reduced.
Third embodiment
The service scene applicable to the data processing method of the embodiment of the invention is described as follows: due to the development of services in an e-commerce platform, a scenario that main data supports other services often exists, because the existing service scenario has a customized data requirement, part of service fields stored in a first data table need to be synchronized with main data (specifically, data in a second data table) to be changed, and part of service fields need to be personalized maintained. In the service scene, the fact that the service field is marked to take the value of the first Boolean indicates that the service field needs to be updated together with the second data table, and the fact that the service field is marked to take the value of the second Boolean indicates that the service field does not need to be updated together with the second data table. In addition to the data marking process shown in fig. 2, the data processing method according to the embodiment of the present invention further includes a service field synchronous updating process.
Fig. 3 is a schematic diagram illustrating a flow of synchronous update of service fields in a data processing method according to a third embodiment of the present invention. As shown in fig. 3, the service field synchronous update process includes:
step S301: upon receiving the second data table change message, determining the change details of the second data table.
In an optional example, the second data table change message carries change details of the second data table. In this alternative example, second data table change details may be obtained from the second data table change message.
Wherein the change details of the second data table may include: a unique identification of the change data, and a value of a service field in the change data. For example, a certain second data table change message includes the following parameters: { id:1, wartstatus: 1 }. Wherein, "id: 1 ' represents that the unique identifier of the changed data is ' 1 ', and ' wartstatus: 1 ' represents that the value of a service field wartstatus in the changed data is 1.
In another optional example, the second data table change message does not carry change details of the second data table. In this optional example, the change details of the second data table may be queried according to the related parameters carried by the second data table change message.
Step S302: and updating the value of the service field which needs to be updated together with the second data table in the first data table according to the change details of the second data table.
In an optional example, step S302 specifically includes: step a1 to step a 5.
Step a 1: and assembling a first data object according to the unique identification of the changed data and the service field value in the changed data.
Illustratively, the first data object may be a map object. A map object is an object that maps keys to values. In step a1, the first data object may be constructed by uniquely identifying the changed data as a key (key) of the map object and the value of the business field in the changed data as a value (value) of the map object.
Step a 2: and acquiring a service identification field value in the service data corresponding to the unique identification of the changed data in the first data table.
In this step, the first data table may be queried according to the unique identifier of the changed data to obtain a value of a service identifier field in the service data corresponding to the unique identifier of the changed data. For example, assuming that the change data unique identifier satisfies "id ═ 2", and the service identifier field is denoted by "mark", the following database query statement may be employed: select id, mark from ware where id is 2.
Step a 3: and converting the obtained service identification field value into a fifth service identification value represented in a binary form, and determining a service field which needs to be updated together with the second data table in the first data table according to the fifth service identification value.
In this step, a decimal to binary operation may be performed on the service identifier field value obtained from the first data table in the memory to obtain a fifth service identifier value represented in a binary form. After the fifth service identification value is obtained, positions of the fifth service identification value, where all values are the first boolean value (for example, 1), may be traversed, and the service fields corresponding to these positions may be determined by querying the configuration information, so that it may be determined which service fields in the first data table need to be updated together with the second data table. For example, assuming that the fifth identification value is "01110", the positions of the fifth identification value with the median value of 1 are the second bit, the third bit, and the fourth bit, respectively, it can be known through querying the configuration information that the service fields sequentially corresponding to these positions are the service field B, the service field C, and the service field D, and thus it can be determined that the service fields that need to be updated together with the second data table in the first data table are the service field B, the service field C, and the service field D.
Step a 4: and assembling a second data object according to the unique identification of the changed data and the service field which needs to be updated together with the second data table in the first data table.
In this step, the second data object may be constructed by using the unique identifier of the changed data as a key (key) and using the value (value) of the service field in the first data table that needs to be updated together with the second data table.
Step a 5: assigning values to the second data object according to the first data object; and updating the first data table according to the assigned second data object.
In an optional embodiment, said assigning the second data object according to the first data object includes: for each service field in the first data object, judging whether the service field exists in the second data object; if yes, assigning the value of the service field to a second data object; if not, traversing the next service field in the first data object until all the service fields in the first data object are traversed.
Further, after obtaining the assigned second data object, in order to prevent data confusion caused by concurrent modification, the service field value in the first data table may be updated in an optimistic lock manner.
In the embodiment of the invention, the synchronous updating process of the service fields is realized through the steps, the individualized data requirement of the service system is met, and meanwhile, the storage space of the service data identification is saved.
Fourth embodiment
Fig. 4 is a schematic diagram of main blocks of a data processing apparatus according to a fourth embodiment of the present invention. As shown in fig. 4, a data processing apparatus 400 according to an embodiment of the present invention includes: a determining module 401, a generating module 402, and an updating module 403.
The determining module 401 is configured to determine, after receiving the data marking request, a unique identifier of the to-be-processed service data in the first data table and a to-be-marked service field.
In an optional example, the data marking request may carry a unique identifier of the service data to be processed in the first data table and a service field to be marked. In this optional example, the determining module 401 may obtain, from the data marking request, a unique identifier of the to-be-processed service data in the first data table carried by the data marking request, and a service field to be marked. For example, a certain data marking request includes the following request parameters { id:1, syncField: wartatus }, where "id: 1" indicates that the unique identifier of the service data to be processed in the first data table (for example, it is specifically a self-increment key) is "1", "syncField: the "wartus" indicates that the traffic field to be marked in the first data table is "wartus".
In another optional example, the data marking request may not carry the unique identifier of the service data to be processed in the first data table and the service field to be marked. In this optional example, the determining module 401 may query, according to the information carried in the data marking request, a unique identifier of the to-be-processed service data corresponding to the information, and a service field to be marked.
And one row in the first data table is used for storing a piece of service data, and the service data comprises values of all service fields and service identification field values used for marking the service fields. For example, one piece of service data in the first data table includes the value of the service field a, the value of the service field B, the value of the service field C, and the value of the service identification field "mark" for marking the service field A, B, C.
Further, in order to save storage space, the data type used by the service identification field value in the first data table is a decimal numeric type, such as bigint, or int, etc. bigint is an integer data type supported by a common relational database, and the occupied storage space of the bigint is generally 8 bytes; int is an integer data type that occupies a memory space of typically 4 bytes. After decimal conversion binary processing is carried out on the service identification field value in the memory, the service identification field value expressed in a binary form has the following meanings: a service field in the first data table corresponds to a position in the service identifier field value represented in the binary form, and the value of the position represents a mark value of the service field, specifically a first boolean value or a second boolean value. In specific implementation, if the first boolean value is 1, the second boolean value is 0; if the first Boolean value is set to 0, the second Boolean value is set to 1. For example, assuming that the service identifier field value represented in the binary form is 01011, and there are five service fields a to E in the first data table, the value of the service identifier field value at the first position from left to right represents the tag value of the service field a, the value of the service field B at the second position represents the tag value of the service field B, the value of the service field C at the third position represents the tag value of the service field D at the fourth position, and the value of the service field E at the fifth position represents the tag value of the service field E.
A generating module 402, configured to generate a first service identification value represented in a binary form according to the service field to be marked, and convert the first service identification value into a second service identification value represented in a decimal form.
The service field to be marked may be specifically a service field to be marked as a first boolean value, and/or a service field to be marked as a second boolean value. Under different service scenes, the mark values of the service fields have different actual meanings. Exemplarily, in a certain service scenario, the value of the flag of the service field is a first boolean value indicating that the service field needs to be updated together with the primary data, and the value of the flag of the service field is a second boolean value indicating that the service field does not need to be updated together with the primary data. Furthermore, in this example, the service field to be marked may be a service field that needs to be updated together with the main data, and/or a service field that does not need to be updated together with the main data.
In an optional example, the generating module 402 generates the first service identification value represented in binary form according to the service field to be marked includes: the generating module 402 obtains a service identifier field value in the service data corresponding to the unique identifier in the first data table; the generating module 402 converts the acquired value of the service identifier field into a binary identifier array; the generating module 402 queries configuration information according to the service field to be marked to determine the position of the service field to be marked in the binary identification array; the generating module 402 updates the value of the position of the service field to be marked in the binary identification array to obtain the first service identification value.
An updating module 403, configured to update, according to the second service identifier, a service identifier field value in the service data corresponding to the unique identifier in the first data table.
In an alternative example, after obtaining the second service identification value expressed in decimal, in order to prevent data confusion caused by concurrent modification, the updating module 403 may update the service identification field value in the service data corresponding to the unique identification in the first data table in an optimistic lock manner. In an optional embodiment, the updating module 403 may update the service identifier field value according to a condition that the unique identifier of the service data to be processed is carried by the data marking request and the original service identifier field value in the first data table. For example, the following database update statements may be employed: update ware set mark [ # newmark where id [ # id ] and mark [ # oldmark ]. Wherein, "# newmark" represents the second service identification value, "# id" represents the unique identification of the service data to be processed, and "# oldmark" represents the service field identification value in the database before modification.
In the device of the embodiment of the invention, after a determining module receives a data marking request, a unique identifier of service data to be processed and a service field to be marked in a first data table are determined, a generating module generates a first service identifier value expressed in a binary form according to the service field to be marked, the first service identifier value is converted into a second service identifier value expressed in a decimal form, and an updating module updates a service identifier field value in the service data corresponding to the unique identifier in the first data table according to the second service identifier value, so that the individualized data marking requirement of a service system can be met, and the identifier storage cost and the loading cost of the service data are reduced.
Fig. 5 shows an exemplary system architecture 500 of a data processing method or data processing apparatus to which embodiments of the present invention may be applied.
As shown in fig. 5, the system architecture 500 may include terminal devices 501, 502, 503, a network 504, and a server 505. The network 504 serves to provide a medium for communication links between the terminal devices 501, 502, 503 and the server 505. Network 504 may include various connection types, such as wired, wireless communication links, or fiber optic cables, to name a few.
The user may use the terminal devices 501, 502, 503 to interact with a server 505 over a network 504 to receive or send messages or the like. The terminal devices 501, 502, 503 may have various communication client applications installed thereon, such as a shopping application, a web browser application, a search application, an instant messaging tool, a mailbox client, social platform software, and the like.
The terminal devices 501, 502, 503 may be various electronic devices having a display screen and supporting web browsing, including but not limited to smart phones, tablet computers, laptop portable computers, desktop computers, and the like.
The server 505 may be a server providing various services, such as a background management server providing support for data marking requests issued by users using the terminal devices 501, 502, 503. The background management server can perform data marking operation after receiving the data marking request, and return the data marking result to the terminal equipment.
It should be noted that the data processing method provided by the embodiment of the present invention may be executed by the server 505, and accordingly, the data processing apparatus is disposed in the server 505.
It should be understood that the number of terminal devices, networks, and servers in fig. 5 is merely illustrative. There may be any number of terminal devices, networks, and servers, as desired for implementation.
Referring now to FIG. 6, shown is a block diagram of a computer system 600 suitable for use with the electronic device implementing an embodiment of the present invention. The computer system illustrated in FIG. 6 is only one example and should not impose any limitations on the scope of use or functionality of embodiments of the invention.
As shown in fig. 6, the computer system 600 includes a Central Processing Unit (CPU)601 that can perform various appropriate actions and processes according to a program stored in a Read Only Memory (ROM)602 or a program loaded from a storage section 608 into a Random Access Memory (RAM) 603. In the RAM 603, various programs and data necessary for the operation of the system 600 are also stored. The CPU 601, ROM 602, and RAM 603 are connected to each other via a bus 604. An input/output (I/O) interface 605 is also connected to bus 604.
The following components are connected to the I/O interface 605: an input portion 606 including a keyboard, a mouse, and the like; an output portion 607 including a display such as a Cathode Ray Tube (CRT), a Liquid Crystal Display (LCD), and the like, and a speaker; a storage section 608 including a hard disk and the like; and a communication section 609 including a network interface card such as a LAN card, a modem, or the like. The communication section 609 performs communication processing via a network such as the internet. The driver 610 is also connected to the I/O interface 605 as needed. A removable medium 611 such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, or the like is mounted on the drive 610 as necessary, so that a computer program read out therefrom is mounted in the storage section 608 as necessary.
In particular, according to the embodiments of the present disclosure, the processes described above with reference to the flowcharts may be implemented as computer software programs. For example, embodiments of the present disclosure include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising program code for performing the method illustrated in the flow chart. In such an embodiment, the computer program may be downloaded and installed from a network through the communication section 609, and/or installed from the removable medium 611. The computer program performs the above-described functions defined in the system of the present invention when executed by the Central Processing Unit (CPU) 601.
It should be noted that the computer readable medium shown in the present invention can be a computer readable signal medium or a computer readable storage medium or any combination of the two. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples of the computer readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the present invention, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In the present invention, however, a computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take many forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: wireless, wire, fiber optic cable, RF, etc., or any suitable combination of the foregoing.
The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products 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 or flowchart illustration, and combinations of blocks in the block diagrams 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.
The modules described in the embodiments of the present invention may be implemented by software or hardware. The described modules may also be provided in a processor, which may be described as: a processor includes a determination module, a generation module, and an update module. The names of these modules do not in some cases constitute a limitation on the module itself, and for example, an update module may also be described as a "module that updates a first data table".
As another aspect, the present invention also provides a computer-readable medium that may be contained in the apparatus described in the above embodiments; or may be separate and not incorporated into the device. The computer readable medium carries one or more programs which, when executed by a device, cause the device to perform the following: after a data marking request is received, determining a unique identifier of service data to be processed and a service field to be marked in a first data table; one row in the first data table is used for storing a piece of service data, and the service data comprises values of all service fields and service identification field values used for marking the service fields; generating a first service identification value represented in a binary form according to the service field to be marked, and converting the first service identification value into a second service identification value represented in a decimal form; and updating the service identification field value in the service data corresponding to the unique identification in the first data table according to the second service identification value.
According to the technical scheme of the embodiment of the invention, the individualized data marking requirement of the service system can be met, and the identification storage cost and the loading cost of the service data are reduced.
The above-described embodiments should not be construed as limiting the scope of the invention. Those skilled in the art will appreciate that various modifications, combinations, sub-combinations, and substitutions can occur, depending on design requirements and other factors. Any modification, equivalent replacement, and improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims (10)

1.一种数据处理方法，其特征在于，所述方法包括：1. a data processing method, is characterized in that, described method comprises: 在接收到数据打标请求后，确定第一数据表中待处理业务数据的唯一标识、以及待标记的业务字段；其中，第一数据表中的一行用于存储一条业务数据，所述业务数据包括各个业务字段的值、以及用于对所述业务字段进行标记的业务标识字段值；After receiving the data marking request, determine the unique identifier of the business data to be processed and the business field to be marked in the first data table; wherein, a row in the first data table is used to store a piece of business data, the business data Including the value of each service field and the service identification field value for marking the service field; 根据所述待标记的业务字段生成以二进制形式表示的第一业务标识值，并将所述第一业务标识值转换成以十进制形式表示的第二业务标识值；Generate a first service identification value in binary form according to the service field to be marked, and convert the first service identification value into a second service identification value in decimal form; 根据所述第二业务标识值对第一数据表中对应于所述唯一标识的业务数据中的业务标识字段值进行更新。The service identifier field value in the service data corresponding to the unique identifier in the first data table is updated according to the second service identifier value. 2.根据权利要求1所述的方法，其特征在于，所述根据所述待标记的业务字段生成以二进制形式表示的第一业务标识值包括：2. The method according to claim 1, wherein the generating the first service identifier value represented in binary form according to the service field to be marked comprises: 获取第一数据表中对应于所述唯一标识的业务数据中的业务标识字段值；将获取的所述业务标识字段值转换成二进制标识数组；根据所述待标记的业务字段查询配置信息，以确定待标记的业务字段在二进制标识数组中的位置；对所述二进制标识数组中所述待标记的业务字段所处位置的值进行更新，以得到所述第一业务标识值。Acquiring the service identifier field value in the service data corresponding to the unique identifier in the first data table; converting the acquired service identifier field value into a binary identifier array; querying configuration information according to the service field to be marked, to Determine the position of the service field to be marked in the binary identification array; update the value of the position of the service field to be marked in the binary identification array to obtain the first service identification value. 3.根据权利要求1所述的方法，其特征在于，所述根据所述第二业务标识值对第一数据表中对应于所述唯一标识的业务数据中的业务标识字段值进行更新包括：3. The method according to claim 1, wherein the updating the service identifier field value in the service data corresponding to the unique identifier in the first data table according to the second service identifier value comprises: 在根据第二业务标识值进行更新操作时，采用乐观锁的方式对第一数据表中对应于所述唯一标识的业务数据中的业务标识字段值进行更新。When the update operation is performed according to the second service identifier value, the value of the service identifier field in the service data corresponding to the unique identifier in the first data table is updated by means of optimistic locking. 4.根据权利要求2所述的方法，其特征在于，所述业务标识字段用于表示第一数据表中的各个业务字段是否需要与第二数据表一同更新。4. The method according to claim 2, wherein the service identification field is used to indicate whether each service field in the first data table needs to be updated together with the second data table. 5.根据权利要求4所述的方法，其特征在于，所述对所述二进制标识数组中所述待标记的业务字段所处位置的值进行更新包括：5. The method according to claim 4, wherein the updating the value of the location of the service field to be marked in the binary identification array comprises: 在所述待标记的业务字段为需要与第二数据表一同更新的字段时，将所述二进制标识数组中所述待标记的业务字段所处位置的值更新为第一布尔值；在所述待标记的业务字段为不需要与第二数据表一同更新的字段时，将所述二进制标识数组中所述待标记的业务字段所处位置的值更新为第二布尔值。When the service field to be marked is a field that needs to be updated together with the second data table, update the value of the position of the service field to be marked in the binary identification array to a first Boolean value; When the service field to be marked is a field that does not need to be updated together with the second data table, the value of the position of the service field to be marked in the binary identification array is updated to a second Boolean value. 6.根据权利要求4所述的方法，其特征在于，所述方法还包括：6. The method according to claim 4, wherein the method further comprises: 在接收到第二数据表变更消息后，确定第二数据表的变更详情；根据所述第二数据表的变更详情对第一数据表中需要与第二数据表一同更新的业务字段的值进行更新。After receiving the change message of the second data table, determine the change details of the second data table; according to the change details of the second data table, perform an operation on the value of the business field in the first data table that needs to be updated together with the second data table. renew. 7.根据权利要求5所述的方法，其特征在于，所述第二数据表的变更详情包括：变更数据唯一标识、以及变更数据中的业务字段值；所述根据所述第二数据表的变更详情对第一数据表中需要与第二数据表一同更新的业务字段的值进行更新包括：7 . The method according to claim 5 , wherein the change details of the second data table include: a unique identifier of the change data and a value of a business field in the change data; the change according to the second data table Change details The updating of the value of the business field in the first data table that needs to be updated together with the second data table includes: 根据所述变更数据唯一标识、以及变更数据中的业务字段值组装第一数据对象；获取第一数据表中与所述变更数据唯一标识对应的业务数据中的业务标识字段值；将获取的所述业务标识字段值转换成以二进制形式表示的第五业务标识值，并根据第五业务标识值确定第一数据表中需要与第二数据表一同更新的业务字段；根据所述变更数据唯一标识、以及所述第一数据表中需要与第二数据表一同更新的业务字段组装第二数据对象；根据所述第一数据对象对所述第二数据对象进行赋值；根据赋值后的第二数据对象对第一数据表进行更新。Assemble the first data object according to the unique identifier of the changed data and the value of the business field in the changed data; obtain the value of the business identifier field in the business data corresponding to the unique identifier of the changed data in the first data table; The service identification field value is converted into the fifth service identification value represented in binary form, and the service field that needs to be updated together with the second data table in the first data table is determined according to the fifth service identification value; according to the change data unique identification , and the business field that needs to be updated together with the second data table in the first data table assembles the second data object; according to the first data object, the second data object is assigned a value; according to the second data after the assignment The object updates the first data table. 8.一种数据处理装置，其特征在于，所述装置包括：8. A data processing device, wherein the device comprises: 确定模块，用于在接收到数据打标请求后，确定第一数据表中待处理业务数据的唯一标识、以及待标记的业务字段；其中，第一数据表中的一行用于存储一条业务数据，所述业务数据包括各个业务字段的值、以及用于对所述业务字段进行标记的业务标识字段值；A determination module, configured to determine the unique identifier of the business data to be processed and the business field to be marked in the first data table after receiving the data marking request; wherein, a row in the first data table is used to store a piece of business data , the service data includes the value of each service field and the service identification field value used to mark the service field; 生成模块，用于根据所述待标记的业务字段生成以二进制形式表示的第一业务标识值，并将所述第一业务标识值转换成以十进制形式表示的第二业务标识值；a generating module, configured to generate a first service identification value expressed in binary form according to the service field to be marked, and convert the first service identification value into a second service identification value expressed in decimal form; 更新模块，用于根据所述第二业务标识值对第一数据表中对应于所述唯一标识的业务数据中的业务标识字段值进行更新。The updating module is configured to update the service identifier field value in the service data corresponding to the unique identifier in the first data table according to the second service identifier value. 9.一种电子设备，其特征在于，包括：9. An electronic device, characterized in that, comprising: 一个或多个处理器；one or more processors; 存储装置，用于存储一个或多个程序，storage means for storing one or more programs, 当所述一个或多个程序被所述一个或多个处理器执行，使得所述一个或多个处理器实现如权利要求1-7中任一所述的方法。The one or more programs, when executed by the one or more processors, cause the one or more processors to implement the method of any of claims 1-7. 10.一种计算机可读介质，其上存储有计算机程序，其特征在于，所述程序被处理器执行时实现如权利要求1-7中任一所述的方法。10. A computer-readable medium on which a computer program is stored, characterized in that, when the program is executed by a processor, the method according to any one of claims 1-7 is implemented.
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