CN113609384B - Data subscription method, device and computer storage medium - Google Patents
Data subscription method, device and computer storage medium Download PDFInfo
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- G06F16/90—Details of database functions independent of the retrieved data types
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Abstract
The application provides a data subscription method, equipment and a computer storage medium, which mainly comprise the steps of determining routing rules of each client corresponding to each subscription information according to each subscription equipment and each subscription algorithm type corresponding to each subscription information of a client, determining routing rules of each system corresponding to each target data according to each acquisition equipment and each data algorithm type corresponding to each target data of a system, matching the routing rules of each system with the routing rules of each client, and providing the client with the routing rules of each target data corresponding to each subscription information from the system according to the matching result. Therefore, the application can simultaneously meet the data management integrity of the system end and the customized data subscription requirement of the client end.
Description
Technical Field
The embodiment of the application relates to the technical field of data processing, in particular to a data subscription method, a data subscription device and a computer storage medium.
Background
Along with the increasing of the continuous richness of AI business, the product platform degree is increasingly improved, the project scene is increasingly complicated, so that a plurality of customization works exist in the process of delivering AI capacity data from the platform to the project scene, and in order to better deliver the platform product to the project in the use process, a general data subscription and distribution strategy is required to be provided, and the data integrity of the product side and the customization requirement of the client side can be simultaneously met.
Disclosure of Invention
In view of the above, the present application provides a data subscription method, apparatus and computer storage medium, which can simultaneously satisfy the data management integrity of the system side and the data customization subscription requirement of the client side.
The first aspect of the present application provides a data subscription method, which includes determining, according to each acquisition device and each data algorithm type corresponding to each target data of a system side, each system side routing rule corresponding to each target data; determining each client routing rule corresponding to each piece of subscription information according to each piece of subscription equipment corresponding to each piece of subscription information of the client and each type of subscription algorithm; and matching each system side routing rule with each client side routing rule, and providing each target data corresponding to each subscription information for the client side from the system side according to the matching result.
A second aspect of the present application provides a computer storage medium having stored therein instructions for performing the steps of the data subscription method described in the first aspect.
The data subscribing device of the third aspect of the application comprises a system end rule generating module, a data subscribing module and a data subscribing module, wherein the system end rule generating module is used for determining each system end routing rule corresponding to each target data according to each acquisition device and each data algorithm type corresponding to each target data of the system end; the client-side rule generation module is used for determining each client-side routing rule corresponding to each piece of subscription information according to each piece of subscription equipment corresponding to each piece of subscription information of the client-side and each type of subscription algorithm; and the matching module is used for matching the system side routing rules with the client side routing rules and providing the client side with the target data corresponding to the subscription information from the system side according to the matching result.
In summary, the data subscription method, the device and the computer storage medium according to the embodiments of the present application can configure a corresponding client routing rule for subscription information of a client, and generate a corresponding system routing rule for configuration information of target data in a system, so as to provide the client with the target data corresponding to the subscription information acquired from the system by matching the client routing rule with the system routing rule. Therefore, the application adds the route management function between the system end and the client end to realize the decoupling processing of the data subscription operation and the data management operation, and can simultaneously meet the integral integrity of the data management of the system end and the customization requirement of the data subscription of the client end.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings that are required in the embodiments or the description of the prior art will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments described in the embodiments of the present application, and other drawings may be obtained according to these drawings for a person having ordinary skill in the art.
Fig. 1 is a flowchart of a data subscription method according to a first embodiment of the present application.
Fig. 2 is a flowchart of a data subscription method according to a second embodiment of the present application.
Fig. 3 and fig. 4 are schematic diagrams of an architecture of a data subscription device according to a fourth embodiment of the present application.
Element labels
300: A data subscription device; 302: a system end rule generating module; 32: a system end; 304: a client rule generation module; 34: a client; 306: a matching module; 308: message middleware.
Detailed Description
In order to better understand the technical solutions in the embodiments of the present application, the following description will clearly and completely describe the technical solutions in the embodiments of the present application with reference to the accompanying drawings in the embodiments of the present application, and it is obvious that the described embodiments are only some embodiments of the present application, not all embodiments. All other embodiments, which are derived by a person skilled in the art based on the embodiments of the present application, shall fall within the scope of protection of the embodiments of the present application.
Embodiments of the present application will be described in detail below with reference to the accompanying drawings.
First embodiment
Fig. 1 shows a flow chart of a data subscription method according to a first embodiment of the present application. As shown in the figure, the data subscription method of the present embodiment mainly includes the following steps:
Step S102, determining each system end routing rule corresponding to each target data according to each acquisition device and each data algorithm type corresponding to each target data of the system end.
Alternatively, the target data may include image data, and the acquisition device refers to device identification information for acquiring the image data, for example, device ID information of an image capturing device for acquiring the target data (image data).
Alternatively, the data algorithm type of the target data may be determined according to the application scenario of the target data.
The application scenario of the target data may include, but is not limited to: the gate of the channel is arranged in various traffic places (such as airports and railway stations), and the gate of the channel is arranged in various public places (such as office places and shops) or a monitoring system.
Alternatively, the data algorithm type of the target data determined based on different application scenarios may include, but is not limited to, a face recognition algorithm, a body appearance recognition algorithm, a living body recognition algorithm, a preset feature detection algorithm (e.g., a helmet detection algorithm), and the like.
Step S104, determining each client routing rule corresponding to each subscription information according to each subscription device and each subscription algorithm type corresponding to each subscription information of the client.
In this embodiment, the subscription device in the subscription information of the client may correspond to the acquisition device of the target data of the system, and the subscription algorithm type in the subscription information may correspond to the data algorithm type of the target data of the system.
It should be noted that, the execution sequence of the step S102 and the step S104 in the present embodiment is not limited, and may be adjusted according to the actual requirement.
Step S106, the routing rules of the system end and the routing rules of the client end are matched, and the client end is provided for acquiring target data corresponding to subscription information from the system end according to the matching result.
Optionally, the system side routing rule of the target data may be matched with each client side routing rule, and in response to a matching result of the client side routing rule and the system side routing rule, the subscription information corresponding to the client side routing rule and the target data corresponding to the system side routing rule are associated, so that the client side obtains each target data corresponding to each subscription information from the system side.
In this embodiment, if the acquisition device and the subscription algorithm type in the system side routing rule are respectively matched with the subscription device and the subscription algorithm type in the client side routing rule, a matching result of the client side routing rule and the system side routing rule can be obtained, so that the client side can acquire each target data corresponding to the subscription information from the system side.
Optionally, after obtaining a matching result of the client routing rule and the system routing rule, the system may further provide, according to the data filtering rule in the subscription information, secondary filtering for the target data by the system, and send the target data meeting the data filtering rule to the client.
In this embodiment, the data filtering rules may include, but are not limited to: acquisition time of the target data, data attributes (e.g., file format attributes) of the target data, confidence threshold of the target data, etc.
Preferably, the system side can send each target data corresponding to each subscription information to the message middleware so as to provide each client corresponding to each subscription information to acquire each target data from the message middleware.
In summary, the data subscription method of the present embodiment sets the system side routing rule and the client side routing rule to implement decoupling processing between the data subscription operation of the client side and the data management operation of the system side, thereby simultaneously meeting the integrity requirement of the data management of the system side and the customization requirement of the data subscription of the client side.
In addition, the application realizes the distribution processing of the subscription data by setting the message middleware, can reduce the real-time data docking pressure between the system end and the client end, and reduce the probability of data redundancy so as to reduce the operation load of the system end.
Second embodiment
Fig. 2 shows a flow chart of a data subscription method according to a second embodiment of the present application. The embodiment mainly shows a specific implementation manner of the step S102, and as shown in the figure, the data subscription method of the embodiment mainly includes the following steps:
step S202, responding to a system level data rule configuration request, and determining each system level application scene corresponding to each target data.
In this embodiment, the target data may be initially classified according to the application scenario requirements of the system end, so as to determine each system-level application scenario corresponding to each target data, so that the classification setting of the system-level application scenario meets the data management requirements of the system end.
Step S204, responding to the client-level data rule configuration request to determine each client-level application scene corresponding to each target data based on each system-level application scene corresponding to each target data.
In this embodiment, the system-level application scenes corresponding to the target data may be classified twice according to the actual application scenes of the clients, so as to determine each client-level application scene corresponding to each target data. The classification setting of the client-level application scene is used for meeting the customized subscription requirement of the client.
Step S206, based on the client-level application scenes corresponding to the target data, determining the data algorithm types corresponding to the target data.
In this embodiment, the data algorithm type of the target data is, for example, a face recognition algorithm, a body recognition algorithm, a living body recognition algorithm, a preset feature detection algorithm (for example, a helmet detection algorithm), or the like.
Step S208, according to each acquisition device and each data algorithm type corresponding to each target data, each system end routing rule corresponding to each target data is obtained.
In this embodiment, the rule name of the system-side routing rule may be defined by assembling the keyword of the acquiring device with the keyword of the data algorithm type, and correspondingly, the rule name of the client-side routing rule may be defined by assembling the keyword of the subscribing device with the keyword of the subscribing algorithm type.
In summary, according to the method and the system, the target data is primarily classified according to the system-level application scene to meet the data management requirement of the system end, and secondarily classified according to the client-level application scene to meet the customized subscription requirement of the client end, and the multi-level routing configuration management is utilized to realize the data decoupling management of the system end and the client end, so that the system end (i.e. the product side) does not need to pay much attention to the data docking function of the client end (i.e. the downstream user).
Third embodiment
A third embodiment of the present application provides a computer storage medium storing instructions for executing the steps of the data subscription method described in the first embodiment or the second embodiment.
Fourth embodiment
Fig. 3 and 4 show main architecture diagrams of a data subscription device according to a fourth embodiment of the present application. As shown in the figure, the data subscription apparatus 300 of the present embodiment mainly includes a system-side rule generating module 302, a client-side rule generating module 304, and a matching module 306.
The system-side rule generating module 302 is configured to determine, according to each acquiring device and each data algorithm type corresponding to each target data of the system side 32, each system-side routing rule corresponding to each target data.
Optionally, the target data includes image data, and the acquisition device includes device identification information for acquiring the image data.
Optionally, the system-end rule generating module 302 further determines at least one data algorithm type of the target data according to at least one application scenario of the target data; the data algorithm type at least comprises one of a face recognition algorithm, a body appearance recognition algorithm, a living body recognition algorithm and a preset feature detection algorithm.
Optionally, the application scenario includes a system level application scenario and a client level application scenario, and the system end rule generating module 302 further includes determining each system level application scenario corresponding to each target data in response to a system level data rule configuration request; responding to a client-level data rule configuration request to determine each client-level application scene corresponding to each target data based on each system-level application scene corresponding to each target data; determining the data algorithm type corresponding to each target data based on each client-level application scene corresponding to each target data; and obtaining the system end routing rule corresponding to each piece of target data according to each piece of acquisition equipment corresponding to each piece of target data and each piece of data algorithm type.
The client rule generating module 304 is configured to determine, according to each subscription device and each subscription algorithm type corresponding to each subscription information of the client 34, each client routing rule corresponding to each subscription information.
The matching module 306 is configured to match each of the system-side routing rules with each of the client-side routing rules, and provide the client 34 with each of the target data corresponding to each of the subscription information from the system side 32 according to the matching result.
Optionally, the matching module 306 is further configured to match the system routing rule of the target data with each of the client routing rules respectively; and responding to a matching result of the client routing rule and the system routing rule, and associating the subscription information corresponding to the client routing rule with the target data corresponding to the system routing rule so that the client can acquire the target data corresponding to the subscription information from the system.
Optionally, the matching module 306 is further configured to obtain the matching result of the matching of the client routing rule and the system routing rule if the acquiring device and the subscription algorithm type in the system routing rule are respectively matched with the subscription device and the subscription algorithm type in the client routing rule.
Optionally, the matching module 306 is further configured to perform filtering on the target data according to a data filtering rule in the subscription information in response to a matching result of the client routing rule matching the system side routing rule, so that the client side obtains the target data that meets the data filtering rule from the system side; the data filtering rule at least comprises at least one of acquisition time of the target data, data attribute of the target data and confidence threshold of the target data.
Optionally, the data subscribing device 300 further includes a message middleware 308, configured to provide the system end 32 to send each piece of target data corresponding to each piece of subscription information to the message middleware 308, so that each piece of target data is obtained from the message middleware 308 by each client 34 corresponding to each piece of subscription information.
In summary, the data subscription method, the device and the computer storage medium according to the embodiments of the present application provide the client to obtain the target data corresponding to the subscription information from the system by setting the system-side routing rule of the target data of the system and the client routing rule of the subscription information of the client, respectively, and matching the system-side routing rule and the client routing rule. Therefore, the application can realize decoupling processing of system side data management and client side data subscription, and can simultaneously meet the requirements of system side data management integrity and client side data subscription customization.
Finally, it should be noted that: the above embodiments are only for illustrating the technical solution of the embodiments of the present application, and are not limited thereto; although the application has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present application.
Claims (10)
1. A method of subscribing to data, comprising:
Determining each system end routing rule corresponding to each target data according to each acquisition device and each data algorithm type corresponding to each target data of the system end; wherein the data algorithm type is determined according to at least one application scene of the target data; the application scene comprises a system-level application scene and a client-level application scene;
Determining each client routing rule corresponding to each piece of subscription information according to each piece of subscription equipment corresponding to each piece of subscription information of the client and each type of subscription algorithm; and
Matching each system side routing rule with each client side routing rule, and providing each target data corresponding to each subscription information for the client side from the system side according to the matching result;
Wherein, the determining each system end routing rule corresponding to each target data according to each acquisition device corresponding to each target data and each data algorithm type of the system end includes:
Responding to a system level data rule configuration request, and determining each system level application scene corresponding to each target data;
responding to a client-level data rule configuration request to determine each client-level application scene corresponding to each target data based on each system-level application scene corresponding to each target data;
determining the data algorithm type corresponding to each target data based on each client-level application scene corresponding to each target data;
And obtaining the system end routing rule corresponding to each piece of target data according to each piece of acquisition equipment corresponding to each piece of target data and each piece of data algorithm type.
2. The method of subscribing to data according to claim 1,
The target data includes image data, and the acquisition device includes device identification information for acquiring the image data.
3. The method of subscribing to data according to claim 1,
The data algorithm type at least comprises one of a face recognition algorithm, a body appearance recognition algorithm, a living body recognition algorithm and a preset feature detection algorithm.
4. The method according to claim 1, wherein the matching each of the system side routing rules with each of the client side routing rules, and providing the client side to acquire each of the target data corresponding to each of the subscription information from the system side according to the matching result, comprises:
Matching the system-side routing rules of the target data with the client-side routing rules respectively;
and responding to a matching result of the client routing rule and the system routing rule, and associating the subscription information corresponding to the client routing rule with the target data corresponding to the system routing rule so that the client can acquire the target data corresponding to the subscription information from the system.
5. The method according to claim 4, wherein the matching the system-side routing rule of the target data with each of the client-side routing rules includes:
and if the acquired equipment and the subscription algorithm type in the system side routing rule are respectively matched with the subscription equipment and the subscription algorithm type in the client side routing rule, acquiring the matching result of the client side routing rule and the system side routing rule.
6. The method of data subscription according to claim 4, wherein the method further comprises:
Responding to a matching result of the client-side routing rule and the system-side routing rule, and further executing filtering on the target data according to a data filtering rule in the subscription information so that the client-side can acquire the target data meeting the data filtering rule from the system-side;
The data filtering rule at least comprises at least one of acquisition time of the target data, data attribute of the target data and confidence threshold of the target data.
7. The method of data subscription according to claim 4, wherein the method further comprises:
Providing the system end to send each target data corresponding to each subscription information to a message middleware;
and each client corresponding to the subscription information is provided to acquire each target data from the message middleware.
8. A computer storage medium having stored therein instructions for performing the steps of the data subscription method of any one of the preceding claims 1 to 7.
9. A data subscribing device, comprising:
The system end rule generation module is used for determining each system end routing rule corresponding to each target data according to each acquisition device and each data algorithm type corresponding to each target data of the system end; wherein the data algorithm type is determined according to at least one application scene of the target data; the application scene comprises a system-level application scene and a client-level application scene;
The method is specifically used for: responding to a system level data rule configuration request, and determining each system level application scene corresponding to each target data; responding to a client-level data rule configuration request to determine each client-level application scene corresponding to each target data based on each system-level application scene corresponding to each target data; determining the data algorithm type corresponding to each target data based on each client-level application scene corresponding to each target data; obtaining each system end routing rule corresponding to each target data according to each obtaining device corresponding to each target data and each data algorithm type;
The client-side rule generation module is used for determining each client-side routing rule corresponding to each piece of subscription information according to each piece of subscription equipment corresponding to each piece of subscription information of the client-side and each type of subscription algorithm;
And the matching module is used for matching the system side routing rules with the client side routing rules and providing the client side with the target data corresponding to the subscription information from the system side according to the matching result.
10. The data subscribing device according to claim 9, further comprising message middleware for providing the system side to send each of the target data corresponding to each of the subscription information to the message middleware for each of the clients corresponding to each of the subscription information to obtain each of the target data from the message middleware.
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