CN116628107A - Data comparison method, device, equipment and medium - Google Patents
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Abstract
The invention discloses a data comparison method, a device, equipment and a medium. The method comprises the following steps: determining interface information and field information of the data sources to be compared according to the data source configuration file; determining a comparison mode and a comparison rule identifier corresponding to the data source to be compared according to field information of the data source to be compared; according to the comparison mode, the comparison rule identification and the interface information, a comparison rule corresponding to the data source to be compared is obtained, and each piece of data sent by the data source to be compared is compared by using the comparison rule, so that a data comparison result of each piece of data is obtained; and carrying out storage processing and/or pushing processing on the data comparison result of each piece of data. According to the embodiment of the invention, each piece of data sent by the data source to be compared can be compared in real time according to the comparison mode and the comparison rule of the suitable data, so that the data comparison result of each piece of data is obtained, and the data comparison result is stored and pushed.
Description
Technical Field
The present invention relates to the field of computer technologies, and in particular, to a data comparison method, apparatus, device, and medium.
Background
After a large amount of data is acquired, data comparison needs to be performed on each piece of data to determine whether each piece of data contains business-critical information, so that data containing the business-critical information is found out from the large amount of data.
In the related art, the data comparison scheme is generally: and storing the fixedly arranged comparison rule to the local in advance. After receiving the data to be compared, the data is stored in a designated queue. And regularly matching the locally stored comparison rule with the data stored in the appointed queue, and outputting a data comparison result. The data comparison method in the related art cannot process one piece of data when receiving one piece of data, the timeliness of data comparison is poor, and the supported comparison mode and the supported comparison rule are single in source and cannot cover different application scenes.
Disclosure of Invention
The invention provides a data comparison method, a device, equipment and a medium, which are used for solving the problems that the data comparison method in the related technology cannot process one piece of data when receiving one piece of data, the timeliness of data comparison is poor, the supported comparison mode and the supported comparison rule source are single, and different application scenes cannot be covered.
According to an aspect of the present invention, there is provided a data comparison method including:
determining interface information and field information of the data sources to be compared according to the data source configuration file;
determining a comparison mode and a comparison rule identifier corresponding to the data source to be compared according to the field information of the data source to be compared;
according to the comparison mode, the comparison rule identification and the interface information, a comparison rule corresponding to the data source to be compared is obtained, and each piece of data sent by the data source to be compared is subjected to comparison processing by using the comparison rule, so that a data comparison result of each piece of data is obtained;
and carrying out storage processing and/or pushing processing on the data comparison result of each piece of data.
According to the technical scheme, the comparison mode and the comparison rule of the data to be compared in the data source to be compared can be determined according to the field information of the data source to be compared, each piece of data sent by the data source to be compared can be compared in real time according to the comparison mode and the comparison rule of the data to be compared, the data comparison result of each piece of data is obtained, the data comparison result is stored and pushed, the timeliness of the data comparison is good, different comparison modes and comparison rules are supported, and different application scenes are covered conveniently.
Optionally, the determining, according to the field information of the to-be-compared data source, the comparison mode and the comparison rule identifier corresponding to the to-be-compared data source includes:
determining an comparison method corresponding to the data source to be compared according to the field information of the data source to be compared and the corresponding relation between the preset field information and the comparison method;
and determining the comparison rule identifier corresponding to the data source to be compared according to the field information of the data source to be compared and the corresponding relation between the preset field information and the comparison rule identifier.
According to the technical scheme of the embodiment of the invention, the comparison mode of the data to be compared in the data source to be compared and the comparison rule identification of the comparison rule of the data to be compared in the data source to be compared can be automatically determined according to the field information of the data source to be compared.
Optionally, the obtaining a comparison rule corresponding to the to-be-compared data source according to the comparison mode, the comparison rule identifier and the interface information, and using the comparison rule to perform comparison processing on each piece of data sent by the to-be-compared data source to obtain a data comparison result of each piece of data includes:
If the comparison mode corresponding to the data source to be compared is local comparison, obtaining a comparison rule corresponding to the data source to be compared according to the comparison rule identifier;
and receiving each piece of data sent by the data source to be compared according to the interface information, and comparing each piece of data sent by the data source to be compared by using the comparison rule to generate a data comparison result of each piece of data.
According to the technical scheme, when the comparison mode corresponding to the data source to be compared is local comparison, the electronic equipment can acquire the comparison rule of the data to be compared in the data source to be compared, each piece of data sent by the data source to be compared is received according to the interface information, and the comparison rule of the data is used for carrying out real-time comparison processing on each piece of data sent by the data source to be compared, so that the data comparison result of each piece of data is generated.
Optionally, the obtaining a comparison rule corresponding to the to-be-compared data source according to the comparison mode, the comparison rule identifier and the interface information, and using the comparison rule to perform comparison processing on each piece of data sent by the to-be-compared data source to obtain a data comparison result of each piece of data includes:
If the comparison mode corresponding to the data source to be compared is remote comparison, the interface information and the comparison rule identification are sent to a remote comparison module, so that the remote comparison module obtains the comparison rule corresponding to the data source to be compared according to the comparison rule identification, receives each piece of data sent by the data source to be compared according to the interface information, and performs comparison processing on each piece of data sent by the data source to be compared by using the comparison rule, and feeds back the data comparison result of each piece of data;
and acquiring a data comparison result of each piece of data sent by the data source to be compared and fed back by the remote comparison module.
According to the technical scheme, when the comparison mode corresponding to the data source to be compared is remote comparison, the comparison rule of the data to be compared in the data source to be compared can be obtained through the remote comparison module, each piece of data sent by the data source to be compared is received according to the interface information, and the comparison rule of the data is used for carrying out real-time comparison processing on each piece of data sent by the data source to be compared, so that a data comparison result of each piece of data is generated.
Optionally, the storing and/or pushing the data comparison result of each piece of data includes:
the following operations are executed for the data comparison result of each piece of data:
if the data comparison result of the data is that the comparison is successful, storing the data and the data comparison result of the data into a first data list;
and pushing the data and the data comparison result of the data to a target user according to a result pushing mode corresponding to the data source to be compared.
According to the technical scheme, the data containing the business key information and the data comparison result thereof can be uniformly stored in the first data list, and the data containing the business key information and the data comparison result thereof are pushed to the target user according to the appointed result pushing mode, so that the target user can acquire the data containing the business key information in time.
Optionally, the storing and/or pushing the data comparison result of each piece of data includes:
the following operations are executed for the data comparison result of each piece of data:
and if the data comparison result of the data is that the comparison is failed, storing the data and the data comparison result of the data into a second data list.
According to the technical scheme provided by the embodiment of the invention, the data which does not contain the business key information and the data comparison result thereof can be uniformly stored in the second data list.
Optionally, the method further comprises:
after the data source configuration file is detected to be updated, updating the interface information and/or the field information of the data sources to be compared according to the updated data source configuration file.
According to the technical scheme, after the data source configuration file is detected to be updated, the interface information and the field information of the data source to be compared can be determined again according to the updated data source configuration file, so that the data comparison can be conveniently carried out on the basis of the interface information and the field information of the data source to be compared which are determined again.
According to another aspect of the present invention, there is provided a data comparison apparatus, comprising:
the information determining unit is used for determining interface information and field information of the data sources to be compared according to the data source configuration file;
the mode determining unit is used for determining a comparison mode and a comparison rule identifier corresponding to the data source to be compared according to the field information of the data source to be compared;
the data processing unit is used for acquiring a comparison rule corresponding to the data source to be compared according to the comparison mode, the comparison rule identifier and the interface information, and performing comparison processing on each piece of data sent by the data source to be compared by using the comparison rule to obtain a data comparison result of each piece of data;
And the result processing unit is used for carrying out storage processing and/or pushing processing on the data comparison result of each piece of data.
According to another aspect of the present invention, there is provided an electronic apparatus including:
at least one processor;
and a memory communicatively coupled to the at least one processor network;
wherein the memory stores a computer program executable by the at least one processor to enable the at least one processor to perform the data alignment method of any of the embodiments of the present invention.
According to another aspect of the present invention, there is provided a computer readable storage medium storing computer instructions for causing a processor to perform a data alignment method according to any of the embodiments of the present invention.
According to the technical scheme, interface information and field information of the data sources to be compared are determined according to the data source configuration file; then determining a comparison mode and a comparison rule identifier corresponding to the data source to be compared according to the field information of the data source to be compared; according to the comparison mode and comparison rule identification corresponding to the data source to be compared and interface information of the data source to be compared, the comparison rule corresponding to the data source to be compared is obtained, the comparison mode and comparison rule of each piece of data which are sent by the data source to be compared are used for obtaining the data comparison result of each piece of data, and the data comparison result of each piece of data is stored and/or pushed.
It should be understood that the description in this section is not intended to identify key or critical features of the embodiments of the invention or to delineate the scope of the invention. Other features of the present invention will become apparent from the description that follows.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required for the description of the embodiments will be briefly described below, and it is apparent that the drawings in the following description are only some embodiments of the present invention, and other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a flowchart of a data comparison method according to a first embodiment of the present invention.
Fig. 2 is a flowchart of a data comparison method according to a second embodiment of the present invention.
Fig. 3 is a flowchart of a data comparison method according to a third embodiment of the present invention.
Fig. 4 is a flowchart of a data comparison method according to a fourth embodiment of the present invention.
Fig. 5 is a schematic structural diagram of a data comparing device according to a fifth embodiment of the present invention.
Fig. 6 is a schematic structural diagram of an electronic device implementing a data comparison method according to an embodiment of the present invention.
Detailed Description
In order that those skilled in the art will better understand the present invention, a technical solution in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in which it is apparent that the described embodiments are only some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the present invention without making any inventive effort, shall fall within the scope of the present invention.
It should be noted that the terms "object," "first," "second," and the like in the description and the claims of the present invention and the above drawings are used for distinguishing between similar objects and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used may be interchanged where appropriate such that the embodiments of the invention described herein may be implemented in sequences other than those illustrated or otherwise described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
Example 1
Fig. 1 is a flowchart of a data comparison method according to a first embodiment of the present invention. The embodiment can be suitable for carrying out real-time comparison processing on each piece of data sent by the data source according to a comparison mode and a comparison rule of the suitable data to obtain the data comparison result of each piece of data. The method may be performed by a data alignment device, which may be implemented in hardware and/or software, which may be configured in an electronic apparatus. As shown in fig. 1, the method includes:
step 101, determining interface information and field information of the data sources to be compared according to the data source configuration file.
Optionally, the data source configuration file is a file in the electronic device for storing relevant information of the data sources to be compared. The data sources to be compared are one or more data sources for transmitting a plurality of pieces of data to be compared to the designated equipment one by one, and requesting the designated equipment to compare the data to obtain a data comparison result of the data. The data source configuration file contains interface information and field information of the data source to be compared.
Optionally, the interface information of the data source to be compared is information for establishing a communication connection with a data interface of the data source to be compared. The data interface of the data source to be compared is an interface of the data source to be compared for transmitting data to be compared. The interface information of the data sources to be compared may be interface addresses of the data interfaces of the data sources to be compared. After the communication connection is established between the designated equipment and the data interface of the data source to be compared, the data source to be compared can send the data to be compared to the designated equipment one by one through the data interface.
Optionally, each piece of data to be compared in the data source to be compared is composed of a plurality of fields and field values of the respective fields. Each piece of data contains the same field. Each piece of data contains the same field. The field values of the individual fields contained in each piece of data are typically not identical. The field information of the data source to be compared is the field names of the fields contained in the data to be compared in the data source.
Optionally, determining interface information and field information of the data source to be compared according to the data source configuration file includes: interface information and field information of the data sources to be compared are extracted from the data source configuration file.
Optionally, before determining the interface information and the field information of the data source to be compared according to the data source configuration file, the method further includes: and acquiring a data source configuration file uploaded by the target user. The target user may be a technician for managing the data alignment process. And uploading the data source configuration file to the electronic equipment by the target user through the terminal equipment. The electronic equipment acquires the data source configuration file uploaded by the target user, and stores the data source configuration file into a local database of the electronic equipment.
And 102, determining a comparison mode and a comparison rule identifier corresponding to the data source to be compared according to the field information of the data source to be compared.
Optionally, the comparison method is a method of performing comparison processing on each piece of data sent by the data source. The alignment includes, but is not limited to, remote alignment and local alignment. The local comparison refers to the comparison processing of each piece of data sent by the data source through the electronic equipment. The remote comparison refers to the comparison processing of each piece of data sent by the data source through a remote comparison module. The remote comparison module is a remote device connected to the electronic device.
Optionally, different comparison rules are set for different types of data. Each alignment rule is a rule for detecting whether a certain type of data contains business critical information. The alignment rule identification is identification information of the alignment rule. The alignment rule identification may be a numerical number or character for uniquely identifying the alignment rule. The alignment rule identifications of the different alignment rules are different.
Optionally, the comparison method corresponding to the data source to be compared is an comparison method suitable for the data to be compared in the data source to be compared. The comparison rule identifier corresponding to the data source to be compared is a comparison rule identifier suitable for the comparison rule of the data to be compared in the data source to be compared.
Optionally, the determining, according to the field information of the to-be-compared data source, the comparison mode and the comparison rule identifier corresponding to the to-be-compared data source includes: determining an comparison method corresponding to the data source to be compared according to the field information of the data source to be compared and the corresponding relation between the preset field information and the comparison method; and determining the comparison rule identifier corresponding to the data source to be compared according to the field information of the data source to be compared and the corresponding relation between the preset field information and the comparison rule identifier.
Therefore, the comparison mode of the data to be compared in the data source to be compared and the comparison rule identification of the comparison rule of the data to be compared in the data source to be compared can be automatically determined according to the field information of the data source to be compared.
Optionally, the corresponding relation between the preset field information and the comparison mode includes field information of a plurality of data sources and the comparison mode corresponding to the field information of each data source. The comparison method corresponding to the field information of each data source is suitable for the comparison of the data in each data source.
Optionally, determining the comparison method corresponding to the data source to be compared according to the field information of the data source to be compared, the corresponding relation between the preset field information and the comparison method, includes: querying the field information of a plurality of data sources for target field information which is the same as the field information of the data sources to be compared; and determining an alignment corresponding to the target field information as an alignment corresponding to the data source to be aligned. The target field information is the same field information as the field information of the data source to be compared among the field information of the plurality of data sources. The comparison method corresponding to the target field information is the comparison method suitable for the data to be compared in the data source to be compared.
Optionally, the corresponding relation between the preset field information and the comparison rule identifier includes field information of a plurality of data sources and the comparison rule identifier corresponding to the field information of each data source. The comparison rule identifier corresponding to the field information of each data source is a comparison rule identifier suitable for the comparison rule of the data to be compared in each data source.
Optionally, determining the comparison rule identifier corresponding to the to-be-compared data source according to the field information of the to-be-compared data source, the corresponding relation between the preset field information and the comparison rule identifier, includes: querying the field information of a plurality of data sources for target field information which is the same as the field information of the data sources to be compared; and determining the comparison rule identifier corresponding to the target field information as the comparison rule identifier corresponding to the data source to be compared. The target field information is the same field information as the field information of the data source to be compared among the field information of the plurality of data sources. The comparison rule identifier corresponding to the target field information is the comparison rule identifier suitable for the data to be compared in the data source to be compared.
And 103, according to the comparison mode, the comparison rule identification and the interface information, obtaining a comparison rule corresponding to the data source to be compared, and using the comparison rule to compare each piece of data sent by the data source to be compared, so as to obtain a data comparison result of each piece of data.
Optionally, the obtaining a comparison rule corresponding to the to-be-compared data source according to the comparison mode, the comparison rule identifier and the interface information, and using the comparison rule to perform comparison processing on each piece of data sent by the to-be-compared data source to obtain a data comparison result of each piece of data includes: if the comparison mode corresponding to the data source to be compared is local comparison, obtaining a comparison rule corresponding to the data source to be compared according to the comparison rule identifier; and receiving each piece of data sent by the data source to be compared according to the interface information, and comparing each piece of data sent by the data source to be compared by using the comparison rule to generate a data comparison result of each piece of data.
When the comparison mode corresponding to the data source to be compared is local comparison, the electronic equipment obtains a comparison rule suitable for the data to be compared in the data source to be compared, receives each piece of data sent by the data source to be compared according to the interface information, and performs real-time comparison processing on each piece of data sent by the data source to be compared by using the comparison rule suitable for the data to generate a data comparison result of each piece of data.
Optionally, each alignment rule and an alignment rule identifier of each alignment rule are stored in a local database of the electronic device.
Optionally, according to the comparison rule identifier, obtaining a comparison rule corresponding to the data source to be compared includes: inquiring a target comparison rule identifier which is the same as the comparison rule identifier corresponding to the data source to be compared in comparison rule identifiers of various comparison rules stored in a local database of the electronic equipment; and obtaining the comparison rule to which the target comparison rule identifier belongs, and determining the comparison rule to which the target comparison rule identifier belongs as the comparison rule corresponding to the data source to be compared. The target comparison rule identifier is the same as the comparison rule identifier corresponding to the data source to be compared. The target comparison rule mark belongs to the comparison rule which is suitable for the data to be compared in the data source to be compared.
Optionally, receiving each piece of data sent by the data source to be compared according to the interface information includes: and the electronic equipment establishes communication connection with a data interface of the data source to be compared according to the interface information, so that the data source to be compared can send the data to be compared to the electronic equipment one by one through the data interface.
Optionally, the comparing rule is used to compare each piece of data sent by the to-be-compared data source, so as to generate a data comparison result of each piece of data, including: the following operations are executed for each piece of data sent by the data sources to be compared: after receiving the data, detecting whether the data accords with the comparison rule corresponding to the data source to be compared; if the data accords with the comparison rule corresponding to the data source to be compared, determining that the data comparison result of the data is successful; and if the data does not accord with the comparison rule corresponding to the data source to be compared, determining that the data comparison result of the data is comparison failure.
Optionally, the data comparison result is a result of a data comparison process. The data comparison result is comparison success or comparison failure. And the data comparison result is that the comparison is successful, which indicates that the data accords with the comparison rule corresponding to the data source to be compared, namely the data contains business key information. And the data comparison result is comparison failure, which indicates that the data does not accord with the comparison rule corresponding to the data source to be compared, namely the data does not contain business key information.
Optionally, the obtaining a comparison rule corresponding to the to-be-compared data source according to the comparison mode, the comparison rule identifier and the interface information, and using the comparison rule to perform comparison processing on each piece of data sent by the to-be-compared data source to obtain a data comparison result of each piece of data includes: if the comparison mode corresponding to the data source to be compared is remote comparison, the interface information and the comparison rule identification are sent to a remote comparison module, so that the remote comparison module obtains the comparison rule corresponding to the data source to be compared according to the comparison rule identification, receives each piece of data sent by the data source to be compared according to the interface information, and performs comparison processing on each piece of data sent by the data source to be compared by using the comparison rule, and feeds back the data comparison result of each piece of data; and acquiring a data comparison result of each piece of data sent by the data source to be compared and fed back by the remote comparison module.
When the comparison mode corresponding to the data source to be compared is remote comparison, a comparison rule suitable for the data to be compared in the data source to be compared is obtained through the remote comparison module, each piece of data sent by the data source to be compared is received according to the interface information, and real-time comparison processing is carried out on each piece of data sent by the data source to be compared by using the comparison rule suitable for the data, so that a data comparison result of each piece of data is generated.
Optionally, the remote comparison module is a remote device connected to the electronic device. The local database of the remote comparison module stores each comparison rule and the comparison rule identification of each comparison rule.
Optionally, the electronic device sends the interface information and the comparison rule identifier to a remote comparison module. After receiving the interface information and the comparison rule identifier, the remote comparison module obtains a comparison rule corresponding to the data source to be compared according to the comparison rule identifier, receives each piece of data sent by the data source to be compared according to the interface information, performs comparison processing on each piece of data sent by the data source to be compared by using the comparison rule, and feeds back a data comparison result of each piece of data.
Optionally, the remote comparison module queries a target comparison rule identifier which is the same as the comparison rule identifier corresponding to the data source to be compared in comparison rule identifiers of each comparison rule stored in a local database of the remote comparison module; the remote comparison module obtains the comparison rule to which the target comparison rule identifier belongs, and determines the comparison rule to which the target comparison rule identifier belongs as the comparison rule corresponding to the data source to be compared.
Optionally, the remote comparison module establishes communication connection with the data interface of the data source to be compared according to the interface information, so that the data source to be compared can send the data to be compared to the remote comparison module one by one through the data interface.
Optionally, the remote comparison module performs the following operations for each piece of data sent by the data source to be compared: after receiving the data, the remote comparison module detects whether the data accords with the comparison rule corresponding to the data source to be compared; if the data accords with the comparison rule corresponding to the data source to be compared, the remote comparison module determines that the data comparison result of the data is successful, and the data comparison result of the data are sent to the electronic equipment; if the data does not accord with the comparison rule corresponding to the data source to be compared, the remote comparison module determines that the data comparison result of the data is comparison failure, and sends the data and the data comparison result of the data to the electronic equipment. And the electronic equipment acquires a data comparison result of each piece of data sent by the data source to be compared and fed back by the remote comparison module.
And 104, carrying out storage processing and/or pushing processing on the data comparison result of each piece of data.
Optionally, the storing and/or pushing the data comparison result of each piece of data includes: the following operations are executed for the data comparison result of each piece of data: if the data comparison result of the data is that the comparison is successful, storing the data and the data comparison result of the data into a first data list; and pushing the data and the data comparison result of the data to a target user according to a result pushing mode corresponding to the data source to be compared.
Therefore, the data containing the business key information and the data comparison result thereof can be uniformly stored in the first data list, and the data containing the business key information and the data comparison result thereof are pushed to the target user according to the appointed result pushing mode, so that the target user can acquire the data containing the business key information in time.
Optionally, the first data list is a list set in the electronic device and used for storing data including service key information and a data comparison result thereof. The result pushing mode corresponding to the data source to be compared is a preset mode for pushing data containing business key information and a data comparison result thereof.
Optionally, the pushing manner of the result corresponding to the data source to be compared may be that a visual chart for displaying data including service key information and the data comparison result thereof is generated, and the generated visual chart is sent to the terminal device of the target user. The terminal device of the target user is a terminal device used by the target user.
Optionally, pushing the data and the data comparison result of the data to a target user according to a result pushing mode corresponding to the data source to be compared, including: generating a visual chart for displaying the data and the data comparison result of the data; and sending the generated visual chart to the terminal equipment of the target user.
Optionally, the pushing manner of the result corresponding to the data source to be compared may further be that other data associated with the data containing the service key information is obtained from other data sources, a visual chart for displaying the data containing the service key information and the data comparison result thereof, and other data associated with the data containing the service key information is generated, and the generated visual chart is sent to the terminal device of the target user.
Optionally, pushing the data and the data comparison result of the data to a target user according to a result pushing mode corresponding to the data source to be compared, including: acquiring other data associated with the data from other data sources; generating a visual chart for displaying the data, the data comparison result of the data and other data related to the data; and sending the generated visual chart to the terminal equipment of the target user. The terminal device of the target user is a terminal device used by the target user.
Optionally, the storing and/or pushing the data comparison result of each piece of data includes: the following operations are executed for the data comparison result of each piece of data: and if the data comparison result of the data is that the comparison is successful, pushing the data and the data comparison result of the data to a target user according to a result pushing mode corresponding to the data source to be compared.
Optionally, the storing and/or pushing the data comparison result of each piece of data includes: the following operations are executed for the data comparison result of each piece of data: and if the data comparison result of the data is that the comparison is failed, storing the data and the data comparison result of the data into a second data list.
Therefore, the data which does not contain the business key information and the data comparison result thereof can be uniformly stored in the second data list.
Optionally, the second data list is a list set in the electronic device and used for storing data which does not contain business key information and a data comparison result thereof.
Optionally, the method further comprises: after the data source configuration file is detected to be updated, updating the interface information and/or the field information of the data sources to be compared according to the updated data source configuration file.
Therefore, after the data source configuration file is detected to be updated, the interface information and the field information of the data source to be compared can be redetermined according to the updated data source configuration file, so that the data comparison is conveniently carried out on the interface information and the field information of the data source to be compared based on the redetermined data source to be compared.
Optionally, the target user may modify the information in the data source profile. After detecting that the information in the data source configuration file is modified, the electronic device determines that the data source configuration file is updated, and then performs the following operations: re-determining interface information and field information of the data sources to be compared according to the updated data source configuration file; determining a comparison mode and a comparison rule identifier corresponding to the data source to be compared according to the field information of the data source to be compared; according to the comparison mode, the comparison rule identification and the interface information, a comparison rule corresponding to the data source to be compared is obtained, and each piece of data sent by the data source to be compared is subjected to comparison processing by using the comparison rule, so that a data comparison result of each piece of data is obtained; and carrying out storage processing and/or pushing processing on the data comparison result of each piece of data.
According to the technical scheme, interface information and field information of the data sources to be compared are determined according to the data source configuration file; then determining a comparison mode and a comparison rule identifier corresponding to the data source to be compared according to the field information of the data source to be compared; according to the comparison mode and comparison rule identification corresponding to the data source to be compared and interface information of the data source to be compared, the comparison rule corresponding to the data source to be compared is obtained, the comparison mode and comparison rule of each piece of data which are sent by the data source to be compared are used for obtaining the data comparison result of each piece of data, and the data comparison result of each piece of data is stored and/or pushed.
Example two
Fig. 2 is a flowchart of a data comparison method according to a second embodiment of the present invention. Embodiments of the invention may be combined with various alternatives to one or more of the embodiments described above. As shown in fig. 2, the method includes:
step 201, determining interface information and field information of the data sources to be compared according to the data source configuration file.
Step 202, determining an alignment method corresponding to the data source to be compared according to the field information of the data source to be compared and the corresponding relation between the preset field information and the alignment method.
And 203, determining a comparison rule identifier corresponding to the data source to be compared according to the field information of the data source to be compared and the corresponding relation between the preset field information and the comparison rule identifier.
And 204, if the comparison mode corresponding to the data source to be compared is local comparison, obtaining a comparison rule corresponding to the data source to be compared according to the comparison rule identifier.
Step 205, receiving each piece of data sent by the data source to be compared according to the interface information, and comparing each piece of data sent by the data source to be compared by using the comparison rule to generate a data comparison result of each piece of data.
And 206, carrying out storage processing and/or pushing processing on the data comparison result of each piece of data.
According to the technical scheme, when the comparison mode corresponding to the data source to be compared is local comparison, the electronic equipment can acquire the comparison rule of the data to be compared in the data source to be compared, each piece of data sent by the data source to be compared is received according to the interface information, and the comparison rule of the data is used for carrying out real-time comparison processing on each piece of data sent by the data source to be compared, so that the data comparison result of each piece of data is generated.
Example III
Fig. 3 is a flowchart of a data comparison method according to a third embodiment of the present invention. Embodiments of the invention may be combined with various alternatives to one or more of the embodiments described above. As shown in fig. 3, the method includes:
step 301, determining interface information and field information of the data sources to be compared according to the data source configuration file.
Step 302, determining an alignment method corresponding to the data source to be aligned according to the field information of the data source to be aligned, the corresponding relation between the preset field information and the alignment method.
Step 303, determining a comparison rule identifier corresponding to the data source to be compared according to the field information of the data source to be compared and the corresponding relation between the preset field information and the comparison rule identifier.
And step 304, if the comparison mode corresponding to the data source to be compared is remote comparison, transmitting the interface information and the comparison rule identifier to a remote comparison module, so that the remote comparison module obtains the comparison rule corresponding to the data source to be compared according to the comparison rule identifier, receives each piece of data transmitted by the data source to be compared according to the interface information, and uses the comparison rule to perform comparison processing on each piece of data transmitted by the data source to be compared, and feeds back the data comparison result of each piece of data.
Step 305, obtaining a data comparison result of each piece of data sent by the data source to be compared and fed back by the remote comparison module.
And 306, carrying out storage processing and/or pushing processing on the data comparison result of each piece of data.
According to the technical scheme, when the comparison mode corresponding to the data source to be compared is remote comparison, the comparison rule of the data to be compared in the data source to be compared can be obtained through the remote comparison module, each piece of data sent by the data source to be compared is received according to the interface information, and the comparison rule of the data is used for carrying out real-time comparison processing on each piece of data sent by the data source to be compared, so that a data comparison result of each piece of data is generated.
Example IV
Fig. 4 is a flowchart of a data comparison method according to a fourth embodiment of the present invention, including the following steps:
step 401, determining interface information and field information of the data sources to be compared according to the data source configuration file.
Step 402, determining a comparison mode and a comparison rule identifier corresponding to the data source to be compared according to the field information of the data source to be compared: if the comparison mode corresponding to the data source to be compared is remote comparison, executing step 403; if the comparison mode corresponding to the data source to be compared is local comparison, step 406 is executed.
And step 403, transmitting the interface information and the comparison rule identifier to a remote comparison module, so that the remote comparison module obtains a comparison rule corresponding to the data source to be compared according to the comparison rule identifier, receives each piece of data transmitted by the data source to be compared according to the interface information, and uses the comparison rule to compare each piece of data transmitted by the data source to be compared and feed back the data comparison result of each piece of data.
Step 404, obtaining a data comparison result of each piece of data sent by the data source to be compared and fed back by the remote comparison module.
And 405, performing storage processing and/or pushing processing on the data comparison result of each piece of data.
And 406, acquiring a comparison rule corresponding to the data source to be compared according to the comparison rule identification.
Step 407, receiving each piece of data sent by the data source to be compared according to the interface information, and comparing each piece of data sent by the data source to be compared by using the comparison rule to generate a data comparison result of each piece of data.
Step 408, the data comparison result of each piece of data is stored and/or pushed.
According to the technical scheme, each piece of data sent by the data source to be compared can be compared in real time by using the comparison rule of the suitable data based on the local comparison or the remote comparison mode, the data comparison result of each piece of data is generated, and the data comparison result is stored and pushed.
Example five
Fig. 5 is a schematic structural diagram of a data comparing device according to a fifth embodiment of the present invention. The apparatus may be configured in an electronic device. As shown in fig. 5, the apparatus includes: an information determination unit 501, a manner determination unit 502, a data processing unit 503, and a result processing unit 504.
Wherein, the information determining unit 501 is configured to determine interface information and field information of the data sources to be compared according to the data source configuration file; a mode determining unit 502, configured to determine, according to field information of the to-be-compared data source, a comparison mode and a comparison rule identifier corresponding to the to-be-compared data source; the data processing unit 503 is configured to obtain a comparison rule corresponding to the to-be-compared data source according to the comparison mode, the comparison rule identifier, and the interface information, and perform comparison processing on each piece of data sent by the to-be-compared data source using the comparison rule to obtain a data comparison result of each piece of data; and the result processing unit 504 is configured to store and/or push the data comparison result of each piece of data.
According to the technical scheme, interface information and field information of the data sources to be compared are determined according to the data source configuration file; then determining a comparison mode and a comparison rule identifier corresponding to the data source to be compared according to the field information of the data source to be compared; according to the comparison mode and comparison rule identification corresponding to the data source to be compared and interface information of the data source to be compared, the comparison rule corresponding to the data source to be compared is obtained, the comparison mode and comparison rule of each piece of data which are sent by the data source to be compared are used for obtaining the data comparison result of each piece of data, and the data comparison result of each piece of data is stored and/or pushed.
In an optional implementation manner of the embodiment of the present invention, optionally, the mode determining unit 502 is specifically configured to: determining an comparison method corresponding to the data source to be compared according to the field information of the data source to be compared and the corresponding relation between the preset field information and the comparison method; and determining the comparison rule identifier corresponding to the data source to be compared according to the field information of the data source to be compared and the corresponding relation between the preset field information and the comparison rule identifier.
In an optional implementation of the embodiment of the present invention, optionally, the data processing unit 503 is specifically configured to: if the comparison mode corresponding to the data source to be compared is local comparison, obtaining a comparison rule corresponding to the data source to be compared according to the comparison rule identifier; and receiving each piece of data sent by the data source to be compared according to the interface information, and comparing each piece of data sent by the data source to be compared by using the comparison rule to generate a data comparison result of each piece of data.
In an optional implementation of the embodiment of the present invention, optionally, the data processing unit 503 is specifically configured to: if the comparison mode corresponding to the data source to be compared is remote comparison, the interface information and the comparison rule identification are sent to a remote comparison module, so that the remote comparison module obtains the comparison rule corresponding to the data source to be compared according to the comparison rule identification, receives each piece of data sent by the data source to be compared according to the interface information, and performs comparison processing on each piece of data sent by the data source to be compared by using the comparison rule, and feeds back the data comparison result of each piece of data; and acquiring a data comparison result of each piece of data sent by the data source to be compared and fed back by the remote comparison module.
In an optional implementation manner of the embodiment of the present invention, optionally, the result processing unit 504 is specifically configured to: the following operations are executed for the data comparison result of each piece of data: if the data comparison result of the data is that the comparison is successful, storing the data and the data comparison result of the data into a first data list; and pushing the data and the data comparison result of the data to a target user according to a result pushing mode corresponding to the data source to be compared.
In an optional implementation manner of the embodiment of the present invention, optionally, the result processing unit 504 is specifically configured to: the following operations are executed for the data comparison result of each piece of data: and if the data comparison result of the data is that the comparison is failed, storing the data and the data comparison result of the data into a second data list.
In an optional implementation manner of the embodiment of the present invention, optionally, the data comparing device further includes: and the information updating unit is used for updating the interface information and/or the field information of the data sources to be compared according to the updated data source configuration file after the data source configuration file is detected to be updated.
The specific manner in which the various modules perform the operations in the apparatus of the above embodiments have been described in detail in connection with the embodiments of the method, and will not be described in detail herein.
The data comparison device can execute the data comparison method provided by any embodiment of the invention, and has the corresponding functional modules and beneficial effects of executing the data comparison method.
Example six
Fig. 6 shows a schematic diagram of an electronic device 10 that may be used to implement the data alignment method of an embodiment of the present invention. The components shown herein, their connections and relationships, and their functions, are meant to be exemplary only, and are not meant to limit implementations of the inventions described and/or claimed herein.
As shown in fig. 6, the electronic device 10 includes at least one processor 11, and a memory such as a Read Only Memory (ROM) 12, a Random Access Memory (RAM) 13, etc., which is in network communication connection with the at least one processor 11, wherein the memory stores a computer program executable by the at least one processor, and the processor 11 can perform various appropriate actions and processes according to the computer program stored in the Read Only Memory (ROM) 12 or the computer program built into the Random Access Memory (RAM) 13 from the storage unit 18. In the RAM 13, various programs and data required for the operation of the electronic device 10 may also be stored. The processor 11, the ROM 12 and the RAM 13 are connected to each other via a bus 14. An input/output (I/O) interface 15 is also connected to bus 14.
Various components in the electronic device 10 are connected to the I/O interface 15, including: an input unit 16 such as a keyboard, a mouse, etc.; an output unit 17 such as various types of displays, speakers, and the like; a storage unit 18 such as a magnetic disk, an optical disk, or the like; and a communication unit 19 such as a network card, modem, wireless communication transceiver, etc. The communication unit 19 allows the electronic device 10 to exchange information/data with other devices via a computer network, such as the internet, and/or various telecommunication networks.
The processor 11 may be a variety of general and/or special purpose processing components having processing and computing capabilities. Some examples of processor 11 include, but are not limited to, a Central Processing Unit (CPU), a Graphics Processing Unit (GPU), various specialized Artificial Intelligence (AI) computing chips, various processors running machine learning model algorithms, digital Signal Processors (DSPs), and any suitable processor, controller, microcontroller, etc. The processor 11 performs the various methods and processes described above, such as data alignment methods.
In some embodiments, the data alignment method may be implemented as a computer program tangibly embodied on a computer-readable storage medium, such as the storage unit 18. In some embodiments, part or all of the computer program may be loaded and/or installed onto the electronic device 10 via the ROM 12 and/or the communication unit 19. When a computer program is built into RAM 13 and executed by processor 11, one or more of the steps of the data alignment method described above may be performed. Alternatively, in other embodiments, the processor 11 may be configured to perform the data comparison method in any other suitable way (e.g., by means of firmware).
Various implementations of the systems and techniques described here above may be implemented in digital electronic circuitry, integrated circuit systems, field Programmable Gate Arrays (FPGAs), application Specific Integrated Circuits (ASICs), application Specific Standard Products (ASSPs), systems On Chip (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and/or combinations thereof. These various embodiments may include: implemented in one or more computer programs, the one or more computer programs may be executed and/or interpreted on a programmable system including at least one programmable processor, which may be a special purpose or general-purpose programmable processor, that may receive data and instructions from, and transmit data and instructions to, a storage system, at least one input device, and at least one output device.
The computer program used to implement the data alignment methods of the present invention may be written in any combination of one or more programming languages. These computer programs may be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus, such that the computer programs, when executed by the processor, cause the functions/acts specified in the flowchart and/or block diagram block or blocks to be implemented. The computer program may execute entirely on the machine, partly on the machine, as a stand-alone software package, partly on the machine and partly on a remote machine or entirely on the remote machine or server.
In the context of the present invention, a computer-readable storage medium may be a tangible medium that can contain, or store a computer program for use by or in connection with an instruction execution system, apparatus, or device. The computer readable storage medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. Alternatively, the computer readable storage medium may be a machine readable signal medium. More specific examples of a machine-readable storage medium would include an electrical connection based on 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.
To provide for interaction with a user, the systems and techniques described here can be implemented on an electronic device having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to a user; and a keyboard and a pointing device (e.g., a mouse or a trackball) through which a user can provide input to the electronic device. Other kinds of devices may also be used to provide for interaction with a user; for example, feedback provided to the user may be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form, including acoustic input, speech input, or tactile input.
The systems and techniques described here can be implemented in a computing system that includes a background component (e.g., as a data server), or that includes a middleware component (e.g., an application server), or that includes a front-end component (e.g., a user computer having a graphical user interface or a web browser through which a user can interact with an implementation of the systems and techniques described here), or any combination of such background, middleware, or front-end components. The components of the system can be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: local Area Networks (LANs), wide Area Networks (WANs), blockchain networks, and the internet.
The computing system may include clients and servers. The client and server are typically remote from each other and typically interact through a communication network. The relationship of client and server arises by virtue of computer programs running on the respective computers and having a client-server relationship to each other. The server can be a cloud server, also called a cloud computing server or a cloud host, and is a host product in a cloud computing service system, so that the defects of high management difficulty and weak service expansibility in the traditional physical hosts and VPS service are overcome.
It should be appreciated that various forms of the flows shown above may be used to reorder, add, or delete steps. For example, the steps described in the present invention may be performed in parallel, sequentially, or in a different order, so long as the desired results of the technical solution of the present invention are achieved, and the present invention is not limited herein.
The above embodiments do not limit the scope of the present invention. It will be apparent to those skilled in the art that various modifications, combinations, sub-combinations and alternatives are possible, depending on design requirements and other factors. Any modifications, equivalent substitutions and improvements made within the spirit and principles of the present invention should be included in the scope of the present invention.
Claims (10)
1. A data comparison method, comprising:
determining interface information and field information of the data sources to be compared according to the data source configuration file;
determining a comparison mode and a comparison rule identifier corresponding to the data source to be compared according to the field information of the data source to be compared;
according to the comparison mode, the comparison rule identification and the interface information, a comparison rule corresponding to the data source to be compared is obtained, and each piece of data sent by the data source to be compared is subjected to comparison processing by using the comparison rule, so that a data comparison result of each piece of data is obtained;
And carrying out storage processing and/or pushing processing on the data comparison result of each piece of data.
2. The method of claim 1, wherein determining the alignment mode and the alignment rule identifier corresponding to the data source to be aligned according to the field information of the data source to be aligned, comprises:
determining an comparison method corresponding to the data source to be compared according to the field information of the data source to be compared and the corresponding relation between the preset field information and the comparison method;
and determining the comparison rule identifier corresponding to the data source to be compared according to the field information of the data source to be compared and the corresponding relation between the preset field information and the comparison rule identifier.
3. The method of claim 1, wherein the obtaining a comparison rule corresponding to the to-be-compared data source according to the comparison mode, the comparison rule identifier and the interface information, and performing comparison processing on each piece of data sent by the to-be-compared data source by using the comparison rule, to obtain a data comparison result of each piece of data, includes:
if the comparison mode corresponding to the data source to be compared is local comparison, obtaining a comparison rule corresponding to the data source to be compared according to the comparison rule identifier;
And receiving each piece of data sent by the data source to be compared according to the interface information, and comparing each piece of data sent by the data source to be compared by using the comparison rule to generate a data comparison result of each piece of data.
4. The method of claim 1, wherein the obtaining a comparison rule corresponding to the to-be-compared data source according to the comparison mode, the comparison rule identifier and the interface information, and performing comparison processing on each piece of data sent by the to-be-compared data source by using the comparison rule, to obtain a data comparison result of each piece of data, includes:
if the comparison mode corresponding to the data source to be compared is remote comparison, the interface information and the comparison rule identification are sent to a remote comparison module, so that the remote comparison module obtains the comparison rule corresponding to the data source to be compared according to the comparison rule identification, receives each piece of data sent by the data source to be compared according to the interface information, and performs comparison processing on each piece of data sent by the data source to be compared by using the comparison rule, and feeds back the data comparison result of each piece of data;
And acquiring a data comparison result of each piece of data sent by the data source to be compared and fed back by the remote comparison module.
5. The method of claim 1, wherein the storing and/or pushing the data comparison result of each piece of data includes:
the following operations are executed for the data comparison result of each piece of data:
if the data comparison result of the data is that the comparison is successful, storing the data and the data comparison result of the data into a first data list;
and pushing the data and the data comparison result of the data to a target user according to a result pushing mode corresponding to the data source to be compared.
6. The method of claim 1, wherein the storing and/or pushing the data comparison result of each piece of data includes:
the following operations are executed for the data comparison result of each piece of data:
and if the data comparison result of the data is that the comparison is failed, storing the data and the data comparison result of the data into a second data list.
7. The data comparison method of claim 1, further comprising:
After the data source configuration file is detected to be updated, updating the interface information and/or the field information of the data sources to be compared according to the updated data source configuration file.
8. A data alignment apparatus, comprising:
the information determining unit is used for determining interface information and field information of the data sources to be compared according to the data source configuration file;
the mode determining unit is used for determining a comparison mode and a comparison rule identifier corresponding to the data source to be compared according to the field information of the data source to be compared;
the data processing unit is used for acquiring a comparison rule corresponding to the data source to be compared according to the comparison mode, the comparison rule identifier and the interface information, and performing comparison processing on each piece of data sent by the data source to be compared by using the comparison rule to obtain a data comparison result of each piece of data;
and the result processing unit is used for carrying out storage processing and/or pushing processing on the data comparison result of each piece of data.
9. An electronic device, the electronic device comprising:
at least one processor;
and a memory communicatively coupled to the at least one processor network;
Wherein the memory stores a computer program executable by the at least one processor to enable the at least one processor to perform the data alignment method of any of claims 1-7.
10. A computer readable storage medium storing computer instructions for causing a processor to perform the data alignment method of any of claims 1-7.
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Country or region after: China Address after: 100193 5 floor, 36 building, No. 8 Northeast Road, Haidian District, Beijing. Applicant after: Shuguang Cloud Computing Group Co.,Ltd. Address before: 100193 5 floor, 36 building, No. 8 Northeast Road, Haidian District, Beijing. Applicant before: Shuguang Cloud Computing Group Co.,Ltd. Country or region before: China |
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