CN111177408A - Method and device for realizing data processing, computer storage medium and terminal - Google Patents
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Abstract
A method, a device, a computer storage medium and a terminal for realizing data processing comprise: respectively configuring a first keyword and a second keyword for one or more attributes in a graph database; establishing a mapping relation between the configured first keyword and the configured second keyword; editing data corresponding to the attributes in the database according to the established mapping relation; the first keyword is a keyword of an attribute contained in the graph database, the second keyword is a keyword used for editing data corresponding to the attribute in the database, and the editing comprises: writing and/or deleting. The embodiment of the invention edits the data corresponding to the attribute through the established mapping relation, thereby improving the efficiency of editing the entity and the relation attribute by the user.
Description
Technical Field
This document relates to, but is not limited to, knowledge graph technology, and more particularly, to a method, an apparatus, a computer storage medium, and a terminal for implementing data processing.
Background
A knowledge-graph is used to describe associations between things, including entities (i.e., points in the knowledge-graph), relationships (i.e., edges in the knowledge-graph), and attributes associated with the entities or relationships. The entity has a plurality of attributes and is uniquely marked by a primary key field. The relationship also has multiple attributes and is uniquely identified by a subject-host field of the relationship and an object-host field of the relationship. Entity and relationship data are often stored in graph databases.
The addition and deletion of attributes corresponding to the entity types and the relationship types in the knowledge graph can be realized; for example, only the "identification number" attribute and the "name" attribute of the initial definition of the "entity-person" type require the addition of the "age" attribute and the "date of birth" attribute as the graph data evolves, while the "date of birth" attribute is useless and requires deletion. When the attribute in the graph database needs to be deleted, because the database already contains a plurality of data records of the attribute, all data of the attribute needs to be completely deleted, the data in the database needs to be traversed, the data corresponding to the attribute is deleted one by one, the operation is time-consuming and low in efficiency, and the efficiency of a user for editing the entity and the relationship attribute is influenced.
In summary, when deleting attributes in a graph database, data corresponding to the attributes in the database needs to be deleted item by item, which is time-consuming in operation, affects the efficiency of a user in editing entities and relationships, and how to improve the efficiency of the user in editing the entities and the relationship attributes becomes a problem to be solved.
Disclosure of Invention
The following is a summary of the subject matter described in detail herein. This summary is not intended to limit the scope of the claims.
The embodiment of the invention provides a method and a device for realizing data processing, a computer storage medium and a terminal, which can be used for realizing data processing.
The embodiment of the invention provides a method for realizing data processing, which comprises the following steps:
respectively configuring a first keyword and a second keyword for one or more attributes in a graph database;
establishing a mapping relation between the configured first keyword and the configured second keyword;
editing data corresponding to the attributes in the database according to the established mapping relation;
the first keyword is a keyword of an attribute contained in the graph database, the second keyword is a keyword used for editing data corresponding to the attribute in the database, and the editing comprises: writing and/or deleting.
In an exemplary embodiment, when the editing includes deleting, the editing data corresponding to the attribute in the database includes:
determining a first keyword configured to an attribute to be deleted according to a received deletion instruction for deleting the attribute;
canceling the mapping relation of the first keyword which contains the determined attribute configured to be deleted;
and deleting the data written in the database according to the second keyword according to the cancelled second keyword in the mapping relation.
In an exemplary embodiment, when the editing includes writing, the editing data corresponding to the attribute in the database includes:
determining the first keyword configured to the attribute corresponding to the data needing to be written according to the received attribute data writing instruction;
determining a mapping relation of the first keyword comprising attributes configured to the data needing to be written;
establishing a second keyword of a mapping relation with the first keyword configured to the attribute needing to be added;
and writing the data to be written into the database according to a second key word in the mapping relation of the first key word containing the attribute corresponding to the data to be written.
In an exemplary embodiment, after deleting the data written according to the second key in the database, the method further includes:
when an adding instruction for re-adding the attribute corresponding to the first keyword is received, a second keyword which has a distinguishing identifier with a previously configured second keyword is re-configured for the first keyword;
editing the data corresponding to the newly added attribute according to the second keyword which is reconfigured;
wherein the distinguishing identification information includes any one of the following types of identification information: coding information, marking information.
In an exemplary embodiment, before editing the data in the database corresponding to the attribute in the database according to the established mapping relationship, the method further includes:
determining whether the data of the attribute to be edited has the established mapping relation;
and when the mapping relation exists in the data of the attribute to be edited, editing the data according to the established mapping relation.
On the other hand, an embodiment of the present invention further provides a device for implementing data processing, including: a configuration unit, a mapping unit and an editing unit; wherein the content of the first and second substances,
the configuration unit is used for: respectively configuring a first keyword and a second keyword for one or more attributes in a graph database;
the mapping unit is used for: establishing a mapping relation between the configured first keyword and the configured second keyword;
the editing unit is used for: editing data corresponding to the attributes in the database according to the established mapping relation;
the first keyword is a keyword of an attribute contained in the graph database, the second keyword is a keyword used for editing data corresponding to the attribute in the database, and the editing comprises: writing and/or deleting.
In an exemplary embodiment, the editing unit includes a first editing module and a second editing module; wherein the content of the first and second substances,
the first editing module is used for: determining a first keyword configured to an attribute to be deleted according to a received deletion instruction for deleting the attribute; canceling the mapping relation of the first keyword which contains the determined attribute configured to be deleted; deleting data written in the database according to the second keyword according to the cancelled second keyword in the mapping relation;
the second editing module is used for: determining the first keyword configured to the attribute corresponding to the data needing to be written according to the received attribute data writing instruction; determining a mapping relation of the first keyword comprising attributes configured to the data needing to be written; establishing a second keyword of a mapping relation with the first keyword configured to the attribute needing to be added; and writing the data to be written into the database according to a second key word in the mapping relation of the first key word containing the attribute corresponding to the data to be written.
In one exemplary embodiment: the configuration unit is further configured to: after data written in the database according to the second keyword is deleted, when an adding instruction for re-adding the attribute corresponding to the first keyword is received, the second keyword with a distinguishing mark with the previously configured second keyword is re-configured for the first keyword;
the editing unit is further configured to: editing the data corresponding to the newly added attribute according to the second keyword which is reconfigured;
wherein the distinguishing identification information includes any one of the following types of identification information: coding information, marking information.
In still another aspect, an embodiment of the present invention further provides a computer storage medium, where a computer program is stored, and when the computer program is executed by a processor, the method for implementing data processing is implemented.
In another aspect, an embodiment of the present invention further provides a terminal, including: a memory and a processor, the memory having a computer program stored therein; wherein the content of the first and second substances,
the processor is configured to execute the computer program in the memory;
the computer program, when executed by the processor, implements a method of implementing data processing as described above.
Compared with the related art, the technical scheme of the application comprises the following steps: respectively configuring a first keyword and a second keyword for one or more attributes in a graph database; establishing a mapping relation between the configured first keyword and the configured second keyword; editing data corresponding to the attributes in the database according to the established mapping relation; the first keyword is a keyword of an attribute contained in the graph database, the second keyword is a keyword used for editing data corresponding to the attribute in the database, and the editing comprises: writing and/or deleting. The embodiment of the invention edits the data corresponding to the attribute through the established mapping relation, thereby improving the efficiency of editing the entity and the relation attribute by the user.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
Drawings
The accompanying drawings are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the example serve to explain the principles of the invention and not to limit the invention.
FIG. 1 is a flow chart of a method for implementing data processing according to an embodiment of the present invention;
fig. 2 is a block diagram of an apparatus for implementing data processing according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, embodiments of the present invention will be described in detail below with reference to the accompanying drawings. It should be noted that the embodiments and features of the embodiments in the present application may be arbitrarily combined with each other without conflict.
The steps illustrated in the flow charts of the figures may be performed in a computer system such as a set of computer-executable instructions. Also, while a logical order is shown in the flow diagrams, in some cases, the steps shown or described may be performed in an order different than here.
Fig. 1 is a flowchart of a method for implementing data processing according to an embodiment of the present invention, as shown in fig. 1, including:
the first keyword is a keyword of an attribute contained in the graph database, and the second keyword is a keyword used for editing data corresponding to the attribute in the database;
in an exemplary embodiment, the embodiment of the present invention may add a processing layer (e.g., a data translation layer) for managing mapping relationships between the graph database and the database, implement, through the added processing layer, establishment of the mapping relationships between the first keyword and the second keyword, and implement, based on the mapping relationships, writing and/or deleting of data in the database.
103, editing data corresponding to the attributes in the database according to the established mapping relation;
wherein the editing comprises: writing and/or deleting.
It should be noted that, the embodiment of the present invention may perform data editing processing on all data of the knowledge graph by using the method of the embodiment of the present invention; or processing the attributes of the newly added part in the existing knowledge graph by adopting the method of the embodiment of the invention.
In an exemplary embodiment, when the editing includes deleting, the editing data corresponding to the attribute in the database includes:
determining a first keyword configured to an attribute to be deleted according to a received deletion instruction for deleting the attribute;
canceling the mapping relation of the first keyword which contains the determined attribute configured to be deleted;
and deleting the data written in the database according to the second keyword according to the cancelled second keyword in the mapping relation.
It should be noted that the delete instruction in the embodiment of the present invention includes: the attribute to be deleted, or the first key of the attribute. In addition, the embodiment of the invention can record whether the mapping relation is deleted through the correlation technology.
In an exemplary embodiment, the data deletion may be performed according to a preset period. The time for deleting the data can be determined according to the working state of the server for loading the database; for example, data deletion is performed when the server loading the database is low in load.
In an exemplary embodiment, when the editing includes writing, the editing data corresponding to the attribute in the database includes:
determining the first keyword configured to the attribute corresponding to the data needing to be written according to the received attribute data writing instruction;
determining a mapping relation of the first keyword comprising attributes configured to the data needing to be written;
establishing a second keyword of a mapping relation with the first keyword configured to the attribute needing to be added;
and writing the data to be written into the database according to a second key word in the mapping relation of the first key word containing the attribute corresponding to the data to be written.
It should be noted that, the attribute data write command according to the embodiment of the present invention includes: the first key of the attribute corresponding to the data needs to be written.
In an exemplary embodiment, after deleting the data written in the database according to the second keyword, the method in the embodiment of the present invention further includes:
when an adding instruction for re-adding the attribute corresponding to the first keyword is received, a second keyword which has a distinguishing identifier with a previously configured second keyword is re-configured for the first keyword;
editing the data corresponding to the newly added attribute according to the second keyword which is reconfigured;
wherein the distinguishing identification information includes any one of the following types of identification information: coding information, marking information.
In an exemplary embodiment, the encoded information in the embodiments of the present invention may be a numeric code, an alphabetic code, or a combination of numeric and alphabetic codes; the identification information may include other kinds of information known to those skilled in the art.
Table 1 is a schematic table of the mapping relationship according to the embodiment of the present invention, and as shown in table 1, whether the mapping relationship is a normal state or a cancelled state is recorded by a status bar; when the state is normal, data can be edited according to the mapping relation; when the state is cancelled, data editing cannot be performed through the mapping relation. The number code 1 in the second keyword is used as a distinguishing identifier for distinguishing the attribute addition and deletion process; taking the ID card number as an example, when the attribute of the ID card number is deleted from the database, the data in the database can be deleted according to the ID card number 1; when the identity card number attribute is added again, in order to avoid confusion of database data, the identity card number 2 is reconfigured to be used as a key word of the database, and the reconfigured identity card 2 is used as editing of data corresponding to the identity card number attribute which is added again.
| Categories | First keyword (original attribute name) | Second key word | State of mapping relation |
| Physical person | Identity card number | Identity card number 1 | Is normal |
| Physical person | Name (I) | Name 1 | Cancellation |
| Human-human relationship | Relationship weight | Relation weight 1 | Is normal |
TABLE 1
Table 2 is a schematic table of attribute data stored in a database based on a mapping relationship in the embodiment of the present invention, and as shown in table 2, data writing processing can be implemented by the mapping relationship:
| entity ID | Attribute value |
| AAA | { "identification number 1": "AAA", "name 1": 'Zhang three' } |
| Physical person | { "identification number 1": "BBB", "name 1": "Liquan" } |
TABLE 2
Table 3 is an illustration table for storing the relationship attribute based on the mapping relationship in the embodiment of the present invention, and as shown in table 3, the relationship data is edited by the implementation method of the present invention:
| principal ID | Object ID | Relationship attributes |
| AAA | BBB | { "relationship weight 3": 1.0} |
TABLE 3
By mapping graph databases and databases
In an exemplary embodiment, before editing data in the database corresponding to attributes in the database according to the established mapping relationship, the method in an embodiment of the present invention further includes:
determining whether the data of the attribute to be edited has the established mapping relation;
and when the mapping relation exists in the data of the attribute to be edited, editing the data according to the established mapping relation.
When there is no mapping relationship, data setting is performed with reference to a method that is already known in the related art.
Compared with the related art, the technical scheme of the application comprises the following steps: respectively configuring a first keyword and a second keyword for one or more attributes in a graph database; establishing a mapping relation between the configured first keyword and the configured second keyword; editing data corresponding to the attributes in the database according to the established mapping relation; the first keyword is a keyword of an attribute contained in the graph database, the second keyword is a keyword used for editing data corresponding to the attribute in the database, and the editing comprises: writing and/or deleting. The embodiment of the invention edits the data corresponding to the attribute through the established mapping relation, thereby improving the efficiency of editing the entity and the relation attribute by the user.
Fig. 2 is a block diagram of an apparatus for implementing data processing according to an embodiment of the present invention, as shown in fig. 2, including: a configuration unit, a mapping unit and an editing unit; wherein the content of the first and second substances,
the configuration unit is used for: respectively configuring a first keyword and a second keyword for one or more attributes in a graph database;
the mapping unit is used for: establishing a mapping relation between the configured first keyword and the configured second keyword;
the editing unit is used for: editing data corresponding to the attributes in the database according to the established mapping relation;
the first keyword is a keyword of an attribute contained in the graph database, the second keyword is a keyword used for editing data corresponding to the attribute in the database, and the editing comprises: writing and/or deleting.
It should be noted that, the embodiment of the present invention may perform data editing processing on all data of the knowledge graph by using the method of the embodiment of the present invention; or processing the attributes of the newly added part in the existing knowledge graph by adopting the method of the embodiment of the invention.
In an exemplary embodiment, the editing unit includes a first editing module and a second editing module; wherein the content of the first and second substances,
the first editing module is used for: determining a first keyword configured to an attribute to be deleted according to a received deletion instruction for deleting the attribute; canceling the mapping relation of the first keyword which contains the determined attribute configured to be deleted; deleting data written in the database according to the second keyword according to the cancelled second keyword in the mapping relation;
the second editing module is used for: determining the first keyword configured to the attribute corresponding to the data needing to be written according to the received attribute data writing instruction; determining a mapping relation of the first keyword comprising attributes configured to the data needing to be written; establishing a second keyword of a mapping relation with the first keyword configured to the attribute needing to be added; and writing the data to be written into the database according to a second key word in the mapping relation of the first key word containing the attribute corresponding to the data to be written.
It should be noted that the delete instruction in the embodiment of the present invention includes: the attribute to be deleted or the first keyword of the attribute; the attribute data writing command comprises: the first key of the attribute corresponding to the data needs to be written.
In an exemplary embodiment, the data deletion may be performed according to a preset period. The time for deleting the data can be determined according to the working state of the server for loading the database; for example, data deletion is performed when the server loading the database is low in load.
In one exemplary embodiment: the configuration unit is further configured to: after data written in the database according to the second keyword is deleted, when an adding instruction for re-adding the attribute corresponding to the first keyword is received, the second keyword with a distinguishing mark with the previously configured second keyword is re-configured for the first keyword;
the editing unit is further configured to: editing the data corresponding to the newly added attribute according to the second keyword which is reconfigured;
wherein the distinguishing identification information includes any one of the following types of identification information: coding information, marking information.
In an exemplary embodiment, the encoded information in the embodiments of the present invention may be a numeric code, an alphabetic code, or a combination of numeric and alphabetic codes; the identification information may include other kinds of information known to those skilled in the art.
In an exemplary embodiment, the apparatus further includes a determining unit configured to:
determining whether the data of the attribute to be edited has the established mapping relation;
and when the mapping relation exists in the data of the attribute to be edited, editing the data according to the established mapping relation.
When there is no mapping relationship, data setting is performed with reference to a method that is already known in the related art.
Compared with the related art, the technical scheme of the application comprises the following steps: respectively configuring a first keyword and a second keyword for one or more attributes in a graph database; establishing a mapping relation between the configured first keyword and the configured second keyword; editing data corresponding to the attributes in the database according to the established mapping relation; the first keyword is a keyword of an attribute contained in the graph database, the second keyword is a keyword used for editing data corresponding to the attribute in the database, and the editing comprises: writing and/or deleting. The embodiment of the invention edits the data corresponding to the attribute through the established mapping relation, thereby improving the efficiency of editing the entity and the relation attribute by the user.
The embodiment of the invention also provides a computer storage medium, wherein a computer program is stored in the computer storage medium, and when being executed by a processor, the computer program realizes the method for realizing data processing.
An embodiment of the present invention further provides a terminal, including: a memory and a processor, the memory having a computer program stored therein; wherein the content of the first and second substances,
the processor is configured to execute the computer program in the memory;
the computer program, when executed by the processor, implements a method of implementing data processing as described above.
"one of ordinary skill in the art will appreciate that all or some of the steps of the methods, systems, functional modules/units in the devices disclosed above may be implemented as software, firmware, hardware, and suitable combinations thereof. In a hardware implementation, the division between functional modules/units mentioned in the above description does not necessarily correspond to the division of physical components; for example, one physical component may have multiple functions, or one function or step may be performed by several physical components in cooperation. Some or all of the components may be implemented as software executed by a processor, such as a digital signal processor or microprocessor, or as hardware, or as an integrated circuit, such as an application specific integrated circuit. Such software may be distributed on computer readable media, which may include computer storage media (or non-transitory media) and communication media (or transitory media). The term computer storage media includes volatile and nonvolatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data, as is well known to those of ordinary skill in the art. Computer storage media includes, but is not limited to, RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, Digital Versatile Disks (DVD) or other optical disk storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices, or any other medium which can be used to store the desired information and which can accessed by a computer. In addition, communication media typically embodies computer readable instructions, data structures, program modules or other data in a modulated data signal such as a carrier wave or other transport mechanism and includes any information delivery media as known to those skilled in the art. ".
Claims (10)
1. A method of implementing data processing, comprising:
respectively configuring a first keyword and a second keyword for one or more attributes in a graph database;
establishing a mapping relation between the configured first keyword and the configured second keyword;
editing data corresponding to the attributes in the database according to the established mapping relation;
the first keyword is a keyword of an attribute contained in the graph database, the second keyword is a keyword used for editing data corresponding to the attribute in the database, and the editing comprises: writing and/or deleting.
2. The method according to claim 1, wherein when the editing comprises deleting, the editing data corresponding to the attribute in the database comprises:
determining a first keyword configured to an attribute to be deleted according to a received deletion instruction for deleting the attribute;
canceling the mapping relation of the first keyword which contains the determined attribute configured to be deleted;
and deleting the data written in the database according to the second keyword according to the cancelled second keyword in the mapping relation.
3. The method of claim 1, wherein editing comprises editing data corresponding to attributes in the database when the data is written to the database, and comprises:
determining the first keyword configured to the attribute corresponding to the data needing to be written according to the received attribute data writing instruction;
determining a mapping relation of the first keyword comprising attributes configured to the data needing to be written;
establishing a second keyword of a mapping relation with the first keyword configured to the attribute needing to be added;
and writing the data to be written into the database according to a second key word in the mapping relation of the first key word containing the attribute corresponding to the data to be written.
4. The method of claim 2, wherein after deleting the data written according to the second key in the database, the method further comprises:
when an adding instruction for re-adding the attribute corresponding to the first keyword is received, a second keyword which has a distinguishing identifier with a previously configured second keyword is re-configured for the first keyword;
editing the data corresponding to the newly added attribute according to the second keyword which is reconfigured;
wherein the distinguishing identification information includes any one of the following types of identification information: coding information, marking information.
5. The method according to any one of claims 1 to 4, wherein before editing the data in the database corresponding to the attribute in the database according to the established mapping relationship, the method further comprises:
determining whether the data of the attribute to be edited has the established mapping relation;
and when the mapping relation exists in the data of the attribute to be edited, editing the data according to the established mapping relation.
6. An apparatus for implementing data processing, comprising: a configuration unit, a mapping unit and an editing unit; wherein the content of the first and second substances,
the configuration unit is used for: respectively configuring a first keyword and a second keyword for one or more attributes in a graph database;
the mapping unit is used for: establishing a mapping relation between the configured first keyword and the configured second keyword;
the editing unit is used for: editing data corresponding to the attributes in the database according to the established mapping relation;
the first keyword is a keyword of an attribute contained in the graph database, the second keyword is a keyword used for editing data corresponding to the attribute in the database, and the editing comprises: writing and/or deleting.
7. The apparatus of claim 6, wherein the editing unit comprises a first editing module and a second editing module; wherein the content of the first and second substances,
the first editing module is used for: determining a first keyword configured to an attribute to be deleted according to a received deletion instruction for deleting the attribute; canceling the mapping relation of the first keyword which contains the determined attribute configured to be deleted; deleting data written in the database according to the second keyword according to the cancelled second keyword in the mapping relation;
the second editing module is used for: determining the first keyword configured to the attribute corresponding to the data needing to be written according to the received attribute data writing instruction; determining a mapping relation of the first keyword comprising attributes configured to the data needing to be written; establishing a second keyword of a mapping relation with the first keyword configured to the attribute needing to be added; and writing the data to be written into the database according to a second key word in the mapping relation of the first key word containing the attribute corresponding to the data to be written.
8. The apparatus of claim 6,
the configuration unit is further configured to: after data written in the database according to the second keyword is deleted, when an adding instruction for re-adding the attribute corresponding to the first keyword is received, the second keyword with a distinguishing mark with the previously configured second keyword is re-configured for the first keyword;
the editing unit is further configured to: editing the data corresponding to the newly added attribute according to the second keyword which is reconfigured;
wherein the distinguishing identification information includes any one of the following types of identification information: coding information, marking information.
9. A computer storage medium having stored thereon a computer program which, when executed by a processor, implements a method of implementing data processing as claimed in any one of claims 1 to 5.
10. A terminal, comprising: a memory and a processor, the memory having a computer program stored therein; wherein the content of the first and second substances,
the processor is configured to execute the computer program in the memory;
the computer program, when executed by the processor, implements a method of implementing data processing as recited in any of claims 1-5.
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