CN113609384A - Data subscription method, equipment and computer storage medium - Google Patents
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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 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 a client, 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 a system end, matching each system end routing rule with each client routing rule, and providing the client to acquire each target data corresponding to each subscription information from the system end according to a matching result. Therefore, the data management integrity of the system end and the customized data subscription requirement of the client can be met simultaneously.
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
With the continuous enrichment of the AI service, the product platformization degree is increased day by day, and the docking of the project scenario is complicated day by day, so that a lot of customization works exist in the delivery process of the AI capability data from the platform to the project scenario.
Disclosure of Invention
In view of the foregoing problems, the present application provides a data subscription method, device and computer storage medium, which can simultaneously meet the data management integrity of a system side and the data customization subscription requirement of a client side.
A 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 end, each system end routing rule corresponding to each target data; determining routing rules of each client corresponding to each subscription information according to each subscription device and each subscription algorithm type corresponding to each subscription information of the client; and matching each system end routing rule with each client end routing rule, and providing each target data corresponding to each subscription information acquired by the client end from the system end according to the matching result.
A second aspect of the present application provides a computer storage medium, in which instructions for executing the steps of the data subscription method according to the first aspect are stored.
The data subscription device in the third aspect of the present application includes a system side rule generating module, configured to determine, 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; the client rule generating module is used for 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; and the matching module is used for matching each system end routing rule with each client end routing rule and providing each target data which is obtained by the client end from the system end and corresponds to each subscription information according to a matching result.
In summary, the data subscription method, the device, and the computer storage medium according to the embodiments of the present application may 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 to obtain target data corresponding to the subscription information from the system by matching the client routing rule with the system routing rule. Therefore, the routing management function is added between the system end and the client end, so that decoupling processing of data subscription operation and data management operation is realized, and the overall integrity of data management of the system end and the customization requirements of data subscription of the client end can be met simultaneously.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly described below, 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 can be obtained by those skilled in the art according to the drawings.
Fig. 1 is a schematic flow chart of a data subscription method according to a first embodiment of the present application.
Fig. 2 is a schematic flow chart of a data subscription method according to a second embodiment of the present application.
Fig. 3 and fig. 4 are schematic architecture diagrams of a data subscription device according to a fourth embodiment of the present application, respectively.
Element number
300: a data subscription device; 302: a system side rule generating module; 32: a system end; 304: a client rule generating module; 34: a client; 306: a matching module; 308: and message middleware.
Detailed Description
In order to make those skilled in the art better understand the technical solutions in the embodiments of the present application, the technical solutions in the embodiments of the present application will be described clearly and completely below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only a part of the embodiments of the present application, but not all embodiments. All other embodiments obtained by a person of ordinary skill in the art based on the embodiments in the present application shall fall within the scope of the protection of the embodiments in 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 schematic 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 corresponding to each target data of the system end and each data algorithm type.
Alternatively, the target data may include image data, and the acquisition apparatus refers to apparatus identification information for acquiring the image data, for example, apparatus ID information of an image pickup apparatus for acquiring the target data (image data).
Alternatively, the data algorithm type of the target data may be determined according to an application scenario of the target data.
The application scenario of the target data may include, but is not limited to: the system comprises access gates arranged in various traffic places (such as airports and railway stations), access control systems or monitoring systems arranged in various public places (such as office places and shopping malls), and the like.
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 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 end, and the subscription algorithm type in the subscription information may correspond to the data algorithm type of the target data of the system end.
It should be noted that the execution sequence of the steps S102 and S104 in the embodiment is not limited strictly, and can be adjusted arbitrarily according to actual requirements.
And step S106, matching the routing rules of each system end with the routing rules of each client end, and providing the client end to acquire each target data corresponding to each subscription information from the system end according to the matching result.
Optionally, the system-side routing rules of the target data may be respectively matched with the client-side routing rules, and in response to a matching result that the client-side routing rules are matched with the system-side routing rules, the subscription information corresponding to the client-side routing rules is associated with the target data corresponding to the system-side routing rules, so that the client-side can obtain the target data corresponding to the subscription information from the system-side.
In this embodiment, if the obtaining 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 matched with the system-side routing rule can be obtained, so as to provide for the client to obtain each target data corresponding to the subscription information from the system side.
Optionally, after obtaining a matching result that the client routing rule matches the system routing rule, the system may further perform secondary filtering on the target data according to the data filtering rule in the subscription information, and send the target data that meets the data filtering rule to the client.
In this embodiment, the data filtering rules may include, but are not limited to: the acquisition time of the target data, data attributes (e.g., file format attributes) of the target data, confidence thresholds for the target data, and the like.
Preferably, the system side may send each target data corresponding to each subscription information to the message middleware, so as to provide each client side corresponding to each subscription information to obtain each target data from the message middleware.
In summary, in the data subscription method of the present embodiment, the system end routing rule and the client end routing rule are set, so as to implement decoupling processing between the data subscription operation of the client end and the data management operation of the system end, thereby simultaneously meeting the integrity requirement of the data management of the system end and the customization requirement of the data subscription of the client end.
In addition, the subscription data are distributed and processed by setting the message middleware, so that the real-time data butt joint pressure between the system end and the client can be reduced, the data redundancy probability is reduced, and the operation load of the system end is reduced.
Second embodiment
Fig. 2 is a flowchart illustrating a data subscription method according to a second embodiment of the present application. As shown in the figure, the data subscription method of this embodiment mainly includes the following steps:
step S202, responding to the system level data rule configuration request, and determining each system level application scenario corresponding to each target data.
In this embodiment, the target data may be preliminarily classified according to the application scenario requirements of the system end to determine each system-level application scenario corresponding to each target data, so that the classification setting of the system-level application scenarios meets the data management requirements of the system end.
Step S204, responding to the client-level data rule configuration request, so as to determine each client-level application scenario corresponding to each target data based on each system-level application scenario corresponding to each target data.
In this embodiment, the system-level application scenes corresponding to the target data may be secondarily classified according to the actual application scenes of the clients, so as to determine the client-level application scenes corresponding to the target data. The classification setting of the client-level application scene is used for meeting the customized subscription requirement of the client.
Step S206, determining each data algorithm type corresponding to each target data based on each client-level application scene corresponding to each target data.
In this embodiment, the data algorithm type of the target data is, for example, 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.
And step S208, obtaining routing rules of each system end corresponding to each target data according to each obtaining device corresponding to each target data and each data algorithm type.
In this embodiment, the rule name of the system-side routing rule may be defined by assembling the keyword of the acquisition device with the keyword of the data algorithm type, and correspondingly, the rule name of the client-side routing rule may also be defined by assembling the keyword of the subscription device with the keyword of the subscription algorithm type.
In summary, according to the application, the target data are primarily classified according to the system-level application scene to meet the data management requirement of the system end, and are secondarily classified according to the client-level application scene to meet the customized subscription requirement of the client, so that the data decoupling management of the system end and the client can be realized by utilizing the multi-level routing configuration management, and the system end (namely, the product side) does not need to pay more attention to the data docking function of the client (namely, a downstream user).
Third embodiment
A third embodiment of the present application provides a computer storage medium, in which instructions for executing the steps in the data subscription method according to the first embodiment or the second embodiment are stored.
Fourth embodiment
Fig. 3 and 4 show the main architecture schematic diagram of a data subscription device according to a fourth embodiment of the present application. As shown in the figure, the data subscription device 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 each system-side 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 side 32.
Optionally, the target data includes image data, and the acquiring device includes device identification information for acquiring the image data.
Optionally, the system-side 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 physical appearance recognition algorithm, a living body recognition algorithm and a preset feature detection algorithm.
Optionally, the application scenarios include a system-level application scenario and a client-level application scenario, and the system-side rule generating module 302 further determines, in response to a system-level data rule configuration request, each system-level application scenario corresponding to each target data; responding to a client-level data rule configuration request, and determining each client-level application scene corresponding to each target data based on each system-level application scene corresponding to each target data; determining each data algorithm type corresponding to each target data based on each client-level application scene corresponding to each target data; and 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 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 system-side routing rule with each client-side routing rule, and provide, according to a matching result, the client 34 to obtain each target data corresponding to each subscription information from the system side 32.
Optionally, the matching module 306 is further configured to match the system-side routing rule of the target data with each client-side routing rule respectively; and in response to a matching result of the client routing rule and the system end routing rule, associating the subscription information corresponding to the client routing rule with the target data corresponding to the system end routing rule, so that the client can obtain the target data corresponding to the subscription information from the system end.
Optionally, the matching module 306 is further configured to obtain the matching result of the client routing rule matching the system-side routing rule if the obtaining 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 routing rule.
Optionally, the matching module 306 is further configured to, in response to a matching result that the client routing rule matches the system-side routing rule, further perform filtering on the target data according to a data filtering rule in the subscription information, so that the client acquires the target data meeting the data filtering rule from the system side; wherein the data filtering rule at least comprises at least one of an acquisition time of the target data, a data attribute of the target data, and a confidence threshold of the target data.
Optionally, the data subscription device 300 further includes a message middleware 308, configured to provide that the system end 32 sends each piece of target data corresponding to each piece of subscription information to the message middleware 308, so that each piece of client 34 corresponding to each piece of subscription information obtains each piece of target data from the message middleware 308.
In summary, the data subscription method, device, and 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 end by setting the system end routing rule of the target data of the system end and the client routing rule of the subscription information of the client, respectively, and by matching the system end routing rule and the client routing rule. Therefore, the decoupling processing of the system-side data management and the client-side data subscription can be realized, and the requirement of the system-side data management integrity and the customization requirement of the client-side data subscription can be met simultaneously.
Finally, it should be noted that: the above embodiments are only used for illustrating the technical solutions of the embodiments of the present application, and are not limited thereto; although the present application has been described in detail with reference to the foregoing embodiments, it should be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions in the embodiments of the present application.
Claims (11)
1. A data subscription method, comprising:
determining routing rules of each system end corresponding to each target data according to each acquisition device and each data algorithm type corresponding to each target data of the system end;
determining routing rules of each client corresponding to each subscription information according to each subscription device and each subscription algorithm type corresponding to each subscription information of the client; and
and matching each system end routing rule with each client end routing rule, and providing each target data corresponding to each subscription information acquired by the client end from the system end according to a matching result.
2. The data subscription method 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 data subscription method according to claim 1, further comprising:
determining at least one data algorithm type of the target data according to at least one application scene of the target data;
the data algorithm type at least comprises one of a face recognition algorithm, a physical appearance recognition algorithm, a living body recognition algorithm and a preset feature detection algorithm.
4. The data subscription method according to claim 3, wherein the application scenarios include a system-level application scenario and a client-level application scenario, and the determining, according to each acquisition device and each data algorithm type corresponding to each target data of the system, each system-side routing rule corresponding to each target data 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, and determining each client-level application scene corresponding to each target data based on each system-level application scene corresponding to each target data;
determining each data algorithm type corresponding to each target data based on each client-level application scene corresponding to each target data;
and 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.
5. The data subscription method according to claim 4, wherein the matching each routing rule of the system side with each routing rule of the client side, and providing, according to a matching result, the client side to obtain each target data corresponding to each subscription information from the system side comprises:
matching the system end routing rules of the target data with the client end routing rules respectively;
and responding to a matching result of the client routing rule and the system end routing rule, associating the subscription information corresponding to the client routing rule with the target data corresponding to the system end routing rule, so that the client can obtain the target data corresponding to the subscription information from the system end.
6. The data subscription method according to claim 5, wherein the matching the system-side routing rule of the target data with each of the client-side routing rules respectively comprises:
if the obtaining device and the subscription algorithm type in the system end routing rule are respectively matched with the subscription device and the subscription algorithm type in the client end routing rule, the matching result of the client end routing rule and the system end routing rule is obtained.
7. The data subscription method according to claim 5, further comprising:
responding to a matching result of the client routing rule and the system end routing rule, and further performing filtering aiming at the target data according to a data filtering rule in the subscription information so that the client can obtain the target data meeting the data filtering rule from the system end;
wherein the data filtering rule at least comprises at least one of an acquisition time of the target data, a data attribute of the target data, and a confidence threshold of the target data.
8. The data subscription method according to claim 5, further comprising:
providing the system end to send each target data corresponding to each subscription information to the message middleware;
and providing each client corresponding to each subscription information to acquire each target data from the message middleware.
9. A computer storage medium having stored therein instructions for performing the steps of the data subscription method of any of the preceding claims 1 to 8.
10. A data subscription device, comprising:
the system side rule generating module is used for determining each system side routing rule corresponding to each target data according to each acquisition device corresponding to each target data of the system side and each data algorithm type;
the client rule generating module is used for 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;
and the matching module is used for matching each system end routing rule with each client end routing rule and providing each target data which is obtained by the client end from the system end and corresponds to each subscription information according to a matching result.
11. The data subscription device according to claim 10, further comprising a message middleware, configured to provide the system side to send each piece of target data corresponding to each piece of subscription information to the message middleware, so that each piece of target data is obtained from the message middleware by each client corresponding to each piece of subscription information.
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| CN115580546A (en) * | 2022-11-15 | 2023-01-06 | 科来网络技术股份有限公司 | Data subscription method and device, electronic equipment and readable storage medium |
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