CN110648052B - Wind control decision method and device, computer equipment and storage medium - Google Patents
Wind control decision method and device, computer equipment and storage medium Download PDFInfo
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- CN110648052B CN110648052B CN201910823279.6A CN201910823279A CN110648052B CN 110648052 B CN110648052 B CN 110648052B CN 201910823279 A CN201910823279 A CN 201910823279A CN 110648052 B CN110648052 B CN 110648052B
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- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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Abstract
The application relates to a wind control decision method, a wind control decision device, computer equipment and a storage medium. The method comprises the following steps: receiving a decision request sent by a terminal, wherein the decision request comprises a target data identifier and a decision result type; identifying the wind control characteristics corresponding to the target data identification according to a characteristic identification model, wherein the characteristic identification model is a model which is obtained by training according to historical wind control samples and can return the wind control characteristics corresponding to the input target data identification; acquiring wind control data corresponding to the wind control characteristics, and acquiring a decision result corresponding to the wind control data according to the type of the decision result; and when the air control characteristic is identified to be the asynchronous air control characteristic, timing is started, and when the timing duration reaches a preset duration, the obtained decision result is returned to the terminal. By adopting the method, the task processing capacity of the wind control decision system can not be influenced when the wind control data is transmitted.
Description
Technical Field
The present application relates to the field of computer technologies, and in particular, to a wind control decision method, a wind control decision device, a computer device, and a storage medium.
Background
With the development of big data technology, enterprises can crawl from a network or acquire corresponding wind control data from a database as a data source of wind control analysis by means of the big data technology according to information of individuals or enterprises to be analyzed and by using a wind control decision system.
The traditional wind control decision method usually adopts a method for starting a timing task, and can artificially collect decision tasks interrupted in a period of time to be executed in a centralized manner; however, when the result of the wind control decision is transmitted in a centralized manner by the conventional transmission method, the amount of data to be transmitted is easily increased greatly in a short time, and the capability of the wind control decision system for processing concurrent tasks is limited.
Disclosure of Invention
In view of the foregoing, it is desirable to provide a wind control decision method, a wind control decision device, a computer device, and a storage medium, which are capable of transmitting a wind control decision result without affecting task processing capability of a wind control decision system.
A method of wind control decision making, the method comprising:
receiving a decision request sent by a terminal, wherein the decision request comprises a target data identifier and a decision result type;
identifying the wind control characteristics corresponding to the target data identification according to the characteristic identification model, wherein the characteristic identification model is a model which is obtained according to historical wind control sample training and can return the wind control characteristics corresponding to the input target data identification;
acquiring wind control data corresponding to the wind control characteristics, and acquiring a decision result corresponding to the wind control data according to the type of the decision result;
and when the wind control characteristic is identified to be an asynchronous wind control characteristic, timing is started, and when the timing duration reaches a preset duration, the obtained decision result is returned to the terminal.
In one embodiment, the starting timing when the wind control feature is identified as an asynchronous wind control feature, and returning the obtained decision result to the terminal when a timing duration reaches a predetermined duration includes:
when the wind control feature is identified to be an asynchronous wind control feature, generating a delay message according to the asynchronous wind control feature;
sending the delay message to a message middleware to enable the message middleware to start timing at the moment of receiving the delay message;
when the timing duration of the message middleware reaches a preset duration, receiving a trigger message sent by the message middleware;
and returning the obtained decision result to the terminal according to the trigger message.
In one embodiment, after obtaining the decision result of the wind control data according to the decision result type, the method further includes:
after the decision result is obtained, storing the decision result into an asynchronous return queue, and starting timing by a timer of the asynchronous return queue from the moment when the decision result is stored;
and when the timing duration reaches a preset duration, acquiring the corresponding decision result from the asynchronous return queue according to the wind control characteristics, and returning the decision result to the terminal.
In one embodiment, the obtaining of the wind control data corresponding to the wind control feature includes:
acquiring a data interface corresponding to the wind control characteristic according to the wind control characteristic;
and acquiring the wind control data corresponding to the wind control characteristics from the data interface.
In one embodiment, the method further comprises:
when the data interface is an asynchronous interface, the preset time length is longer than the time of returning data by the asynchronous interface.
In one embodiment, before returning the obtained decision result to the terminal, the method further includes:
when the timing duration reaches a preset duration but the decision result is not obtained, updating the preset duration;
and generating a delay feedback message and sending the delay feedback message to the terminal.
In one embodiment, the method further comprises:
and when the wind control feature is identified as a real-time wind control feature, returning the obtained decision result to the terminal.
A wind-controlled decision-making apparatus, the apparatus comprising:
the decision request receiving module is used for receiving a decision request sent by a terminal, wherein the decision request comprises a target data identifier and a decision result type;
the model analysis module is used for identifying the wind control characteristics corresponding to the target data identification according to the characteristic identification model, and the characteristic identification model is a model which is obtained by training according to historical wind control samples and can return the wind control characteristics corresponding to the input target data identification;
the decision module is used for acquiring wind control data corresponding to the wind control characteristics and acquiring a decision result corresponding to the wind control data according to the type of the decision result;
and the result returning module is used for starting timing when the wind control characteristic is identified to be an asynchronous wind control characteristic, and returning the obtained decision result to the terminal when the timing duration reaches a preset duration.
In one embodiment, the result returning module comprises:
the delay message generating unit is used for generating a delay message according to the asynchronous wind control characteristic when the wind control characteristic is identified to be the asynchronous wind control characteristic;
the middleware processing unit is used for sending the delay message to a message middleware so as to enable the message middleware to start timing at the moment of receiving the delay message;
the middleware triggering unit is used for receiving the triggering message sent by the message middleware when the timing duration of the message middleware reaches a preset duration;
and the data returning unit is used for returning the acquired decision result to the terminal according to the trigger message.
In one embodiment, the apparatus further comprises:
the queue storage module is used for storing the decision result into an asynchronous return queue after the decision result is obtained, and a timer of the asynchronous return queue starts timing from the moment when the decision result is stored;
and the queue triggering module is used for acquiring the corresponding decision result from the asynchronous return queue according to the wind control characteristics when the timing duration reaches a preset duration, and returning the decision result to the terminal.
In one embodiment, the decision module comprises:
the interface selection unit is used for acquiring a data interface corresponding to the wind control characteristic according to the wind control characteristic;
and the interface data acquisition unit is used for acquiring the wind control data corresponding to the wind control characteristics from the data interface.
In one embodiment, the apparatus further comprises:
and the asynchronous interface timing module is used for enabling the preset duration to be longer than the time for returning data by the asynchronous interface when the data interface is the asynchronous interface.
In one embodiment, the apparatus further comprises:
the preset duration updating module is used for updating the preset duration when the timing duration reaches the preset duration but the decision result is not obtained;
and the delay feedback module is used for generating a delay feedback message and sending the delay feedback message to the terminal.
In one embodiment, the apparatus further comprises:
and the instant return module is used for returning the obtained decision result to the terminal when the wind control feature is identified as a real-time wind control feature.
A computer device comprising a memory storing a computer program and a processor implementing the steps of any of the methods described above when the processor executes the computer program.
A computer-readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out the steps of the method of any of the above.
According to the wind control decision method, the wind control decision device, the computer equipment and the storage medium, when a terminal needs a wind control decision system to perform wind control decision on a certain enterprise or an individual, a decision request is sent to a server which is in butt joint with the wind control decision system, and the decision request comprises a target data identifier for acquiring wind control data and a decision result type for acquiring a decision result corresponding to the decision request; the server acquires corresponding wind control characteristics from a characteristic recognition model obtained by training historical wind control samples in a wind control decision system, acquires wind control data according to the wind control characteristics, and makes a decision on the wind control data according to the type of a decision result required to be acquired by the terminal to acquire a corresponding decision result; the server identifies whether the wind control characteristics are real-time wind control characteristics or asynchronous wind control characteristics, for the asynchronous wind control characteristics, the obtained decision result is not immediately returned to the terminal, timing is started when the asynchronous wind control characteristics are identified, and when the timing duration reaches the corresponding preset duration, the decision result is returned to the corresponding terminal; in the wind control decision method, a timing management device is embedded in a data return end of the wind control decision system to manage decision results returned from the wind control decision system to the terminal, so that the situation that the wind control decision system transmits data to the terminal in a centralized manner to influence the task processing capacity of the wind control decision system is avoided.
Drawings
FIG. 1 is a diagram illustrating an exemplary implementation of a wind control decision method;
FIG. 2 is a schematic flow chart of a wind control decision method according to an embodiment;
FIG. 3 is a flowchart illustrating step S208 in one embodiment;
FIG. 4 is a schematic flow chart of a wind control decision method according to another embodiment;
FIG. 5 is a block diagram of a wind decision device in one embodiment;
FIG. 6 is a diagram illustrating an internal structure of a computer device according to an embodiment.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the present application is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of and not restrictive on the broad application.
The wind control decision method provided by the application can be applied to the application environment shown in fig. 1. Wherein the terminal 102 communicates with the server 104 via a network. When a terminal 102 needs a wind control decision system to make a wind control decision for an enterprise or an individual, a decision request is sent to a server 104 which is in butt joint with the wind control decision system, wherein the decision request comprises a target data identifier for acquiring wind control data and a decision result type for acquiring a decision result; the server identifies the wind control characteristics corresponding to the target data identification according to the wind control data identification from a characteristic identification model obtained by training the wind control decision system according to historical wind control samples, acquires the corresponding wind control data according to the wind control characteristics, acquires the decision result of the time according to the wind control data, starts timing the asynchronous wind control characteristics after the server 104 acquires the wind control characteristics, and returns the decision result to the corresponding terminal when the timing duration reaches the corresponding preset duration. The terminal 102 may be, but not limited to, various personal computers, notebook computers, smart phones, tablet computers, and portable wearable devices, and the server 104 may be implemented by an independent server or a server cluster formed by a plurality of servers.
In one embodiment, as shown in fig. 2, a wind control decision method is provided, which is described by taking the method as an example applied to the server 104 in fig. 1, and includes the following steps:
s202, a decision request sent by a terminal is received, wherein the decision request comprises a target data identifier and a decision result type.
The decision request is a request for acquiring corresponding data in the wind control decision system from the server by the terminal, the wind control decision system connected with the server can provide an interface for the terminal, and the inquiry terminal receives information input by a user through the interface to generate the decision request after the interface is installed; a user can log in the interface through a user name and password or fingerprint verification and other authentication modes, relevant information to be inquired is input on the interface, and if a wind control decision is needed to be made for an enterprise or an organization, the full name, the registration number and the like of the enterprise are provided as target data identification; inputting the content of the wind control decision, and taking whether the enterprise or the organization has default risks in the next year or not as the decision result type; if the object of the wind control decision is a person, the name, the identification number, the mobile phone number and the like of the person can be provided as the target data identification, and the content which is expected to perform the wind control decision on the person is input, for example, whether the person possibly has overdue risk or not in the next year or not is used as the decision result type. And the terminal generates a decision request according to the information input on the interface. Similarly, the wind control decision system can also provide the terminal with customized data requirements, for example, when the terminal wants to obtain a wind control decision result of a certain industry within a period of time, the terminal can also generate a decision request according to the industry name and send the decision request to the server.
The target data identifier is an identifier carried in the decision request and used for identifying the to-be-acquired wind control data, and may be a registration number of an enterprise, a company name or the like, or information such as an individual identification number, a name and the like, or an industry name, a time period of the to-be-acquired data and the like, and the form of the target data identifier may be adjusted according to the needs of a data acquisition place.
The decision result type is carried in the decision request, the terminal hopes that the server carries out analysis according to the decision data obtained by the terminal hopes, and the identification of the wind control decision result of the analysis object is obtained; for example, for an enterprise-level object, the decision result type may be whether the enterprise is at risk of default for a future period of time, etc.; for the individual-level object, the decision result type can be the overdue risk of the individual in a future period of time, and the like. The interface provided by the server to the terminal can contain selection keys of common decision result types, and the terminal selects the decision result type corresponding to the decision result expected to be obtained by operating the selection keys to generate the decision request.
Specifically, when a certain terminal needs to obtain a decision result from the wind control decision system, information related to query data is input in an interface provided by the wind control decision system to generate a decision request and the decision request is sent to the server, and the server starts to execute wind control decision operation after receiving the decision request.
And S204, identifying the wind control characteristics corresponding to the target data identification according to the characteristic identification model, wherein the characteristic identification model is obtained by training according to historical wind control samples and can return to the wind control characteristics corresponding to the input target data identification.
The characteristic recognition model is a model of the capability of identifying the corresponding wind control characteristics according to the input target data through machine learning according to the description in the historical wind control samples by using historical wind control analysis data as samples, namely historical wind control sub-samples; the characteristic identification model can acquire the wind control characteristics for acquiring the wind control data of the enterprise, the company or the individual according to the input information of the registration number, the company name, the individual name or the personal identification number and the like of the enterprise. The wind control characteristics are used for distinguishing source addresses of wind control data to be acquired and acquiring corresponding wind control data from the source addresses, and can be a plurality of keywords and information corresponding to the keywords; for example, when the target data identifier is a registration number or a company name of an enterprise, the feature recognition model may obtain a wind control feature of information such as a sales report, a stock change situation, and a related report of a website with a message reliability greater than a reliability threshold of the enterprise in the last several years, and may adjust the wind control feature obtained by the model according to a fine granularity of the wind control data to be obtained, for example, the model may first crawl some related information of the target data identifier from an established database storing several historical users (enterprises or individuals) to help the feature recognition model to determine the wind control feature corresponding to the target data identifier.
And S206, acquiring wind control data corresponding to the wind control characteristics, and acquiring a decision result corresponding to the wind control data according to the type of the decision result.
The decision result is the result of the wind control decision of a certain object, which is expected to be obtained from the wind control decision system by the decision request terminal, and the decision result is obtained by analyzing wind control data according to the type of the decision result in the decision request; for example, the decision result type is whether the enterprise has a default risk in a future period of time, and the decision result analyzed by the server may be a probability that the enterprise has a default risk in a corresponding period of time.
Specifically, the wind control data is data used for judging a corresponding user or other situations needing wind control analysis in the decision request; the server may be data directly obtained from the corresponding database or website according to the wind control characteristics obtained in step S204, or the server may be obtained by performing processing such as form integration, keyword encryption, and the like on data obtained from different databases or websites; and the server obtains the wind control data from the corresponding database or website according to the wind control characteristics obtained in the step S204. After the server acquires the wind control data, a decision result corresponding to the type of the decision result is obtained by analyzing the information in the wind control data according to a set decision rule or training a corresponding decision model.
And S208, when the air control characteristic is identified to be the asynchronous air control characteristic, timing is started, and when the timing duration reaches a preset duration, the obtained decision result is returned to the terminal.
The wind control features comprise an asynchronous wind control feature and a real-time wind control feature, and the wind control feature with higher priority can be set in advance as the real-time wind control feature, for example, for enterprise-level users, stock change conditions, income information of enterprises and the like can be used as the real-time wind control feature; taking the wind control features except the real-time wind control features as asynchronous wind control features, namely the wind control features which do not need to return decision results instantly, for example, related news reports of enterprises can be taken as the asynchronous wind control features with lower priority; in addition, real-time wind control features and asynchronous wind control features can be distinguished according to a main body corresponding to the wind control features, for example, if the main body corresponding to the wind control features is an enterprise-level user, since the amount of wind control data of the enterprise-level user is generally large, a certain time is required for obtaining and analyzing the wind control data, and the wind control features corresponding to the enterprise-level user can be used as the asynchronous wind control features; and setting the wind control characteristics corresponding to the individual-level users with less data quantity as real-time wind control characteristics.
The preset time length is a timing time length for managing when to return a decision result to the terminal; the server may be set according to the attributes of the wind control features or the current operating conditions of the server, for example, 30S.
Specifically, when the server identifies that the wind control feature processed this time is an asynchronous wind control feature, the server does not directly return the obtained decision result to the terminal, but starts timing after identifying the asynchronous wind control feature, and sends the obtained decision result to the corresponding terminal after the timing duration reaches a predetermined duration. In this step, the operation of asynchronously returning the decision result to the terminal according to the predetermined time length and the operation of the server obtaining the wind control data, performing the wind control decision and obtaining the decision result may be performed separately, and the predetermined time length may be adjusted to adapt to the processing time of the server for each decision request, thereby improving the capability of the server to coordinate different types of decision requests (the time for obtaining the wind control data and the time for obtaining the decision result are inconsistent in step S206). In addition, when the same type of decision requests are processed, due to the fact that the time for acquiring the wind control data and the time for acquiring the decision results are foreseeable, the server can execute the steps of acquiring the wind control data corresponding to the wind control features and acquiring the decision results corresponding to the wind control data according to the type of the decision results after the asynchronous wind control features are timed for a preset time period, and the asynchronous return operation of the decision results can be achieved by adjusting the preset time period.
Optionally, the server may establish a data pool, store the obtained decision result in the data pool, and establish a management table to manage the decision result stored in the data pool and the timing duration corresponding to the decision result. The server can know the returning situation of the decision result processed by the server through the data management table, and can also modify the preset time length for returning the decision result in the data pool to the terminal through the management table, or control the functions of stopping the returning of the decision result and the like. The preset time corresponding to each asynchronous wind control feature may be set to be the same time, such as 30S, or may be set individually according to the data volume and the analysis difficulty of the wind control data, or the priority of the terminal sending the decision request, the operating condition of the server, and the like.
According to the wind control decision method, when a terminal needs a wind control decision system to carry out wind control decision on a certain enterprise or an individual, a decision request is sent to a server which is in butt joint with the wind control decision system, and the decision request comprises a target data identifier for acquiring wind control data and a decision result type for acquiring a decision result corresponding to the decision request; the server identifies corresponding wind control characteristics according to wind control data identifications in a characteristic identification model obtained by training according to historical wind control samples from a wind control decision system, acquires corresponding wind control data according to the wind control characteristics, and makes a decision on the wind control data according to the type of a decision result required to be acquired by the terminal to acquire a corresponding decision result; the server identifies whether the wind control characteristics are real-time wind control characteristics or asynchronous wind control characteristics, for the asynchronous wind control characteristics, the obtained decision result is not immediately returned to the terminal, timing is started when the asynchronous wind control characteristics are identified, and when the timing duration reaches the corresponding preset duration, the decision result is returned to the corresponding terminal; in the wind control decision method, a timing management device is embedded in a data return end of the wind control decision system to manage decision results returned from the wind control decision system to the terminal, so that the situation that the wind control decision system transmits data to the terminal in a centralized manner to influence the task processing capacity of the wind control decision system is avoided.
In an embodiment, referring to fig. 3, in the step S208, when the air control feature is identified as the asynchronous air control feature, timing is started, and when the timing duration reaches a predetermined duration, the obtained decision result is returned to the terminal, which may specifically include the following steps:
and S302, when the air control feature is identified to be the asynchronous air control feature, generating a delay message according to the asynchronous air control feature.
Specifically, when the server recognizes that the wind control feature is an asynchronous wind control feature, the server may deliver the timing management operation of asynchronously returning the decision result to the terminal to a message middleware connected to a server network, for example, an airy cloud or other applications capable of realizing a timing function; before starting timing, generating a delay message for middleware timing management aiming at the asynchronous wind control feature, wherein the delay message is in a form which can be identified by the message middleware, and if the message middleware is Alice cloud, the delay message is interaction information in the Alice cloud; if the message middleware is other application, the delayed message may also be in the form of mail or the like.
S304, the delay message is sent to the message middleware, so that the message middleware starts timing at the moment of receiving the delay message.
Specifically, the servers send the generated delay messages to the message middleware, the message middleware is not responsible for storing the wind control data and the decision results, but only responsible for storing each delay message and starting timing from the moment when the delay message is received, one message middleware can manage the delay messages sent by a plurality of servers, and the servers are managed in a centralized mode to asynchronously return timing management operation of the decision results to the terminal.
S306, when the timing duration of the message middleware reaches the preset duration, the trigger message sent by the message middleware is received.
The preset time length at this time is a timing time length for managing when the message middleware triggers the server to return the decision result to the terminal, and can be set by considering the time length of data transmission between the message middleware and the server, the data demand condition of the terminal and the operation condition of the server.
Specifically, when the timing duration of a delay message by the message middleware reaches a predetermined duration, the message middleware generates a trigger message for informing the server that a decision result can be returned to the terminal, and the server receives the trigger message. The trigger message is in a form that the message middleware and the server can recognize, and if the message middleware is the Alice cloud, the delay message is the interaction information in the Alice cloud; if the message middleware is other applications, the trigger message may also be in the form of a mail or the like.
And S308, returning the acquired decision result to the terminal according to the trigger message.
Specifically, after the server acquires the trigger message, the acquired decision result is sent to the corresponding terminal.
In the embodiment, the servers are managed in a centralized manner through message middleware connected with the servers, and the timing management operation of the decision results is asynchronously returned to the terminal; the influence of the server performance on the timing management of the terminal returning decision result is avoided, and the whole scheme is more stable.
In an embodiment, after the step S206 obtains the decision result of the wind control data according to the decision result type, the method further includes: after the decision result is obtained, the decision result is stored in an asynchronous return queue, and a timer of the asynchronous return queue starts timing from the moment when the decision result is stored; and when the timing duration reaches a preset duration, acquiring a corresponding decision result from the asynchronous return queue according to the wind control characteristics, and returning the decision result to the terminal.
Specifically, the operation of the server asynchronously returning the decision result to the terminal may also be implemented by an asynchronous return queue built in the server; the server establishes an asynchronous return queue for storing the decision results according to the sequence of the acquisition time or the corresponding terminal of all the acquired decision results, and the asynchronous return queue has the functions of: storing the decision results and timing each decision result with a timer in the queue from the time it was stored in the queue. And when the timing duration of one decision result in the asynchronous return queue reaches a preset duration, the server takes out the decision result from the asynchronous return queue and sends the decision result to the corresponding terminal. The predetermined duration in this embodiment is a timing duration when the management server returns the decision result to the terminal, and since the asynchronous return queue starts timing after the decision result is stored, the predetermined duration may be set in consideration of the time when the server obtains the decision result from the data source, the data processing condition of the server, and the demand condition of the terminal.
In the above embodiment, an asynchronous return queue is configured on the server to store the decision result and time the decision result, so that the server asynchronously returns the decision result to the terminal, and the decision result is stored more intensively.
In an embodiment, the acquiring of the wind control data corresponding to the wind control feature in step S206 may include: acquiring a data interface corresponding to the wind control characteristics according to the wind control characteristics; and acquiring wind control data corresponding to the wind control characteristics from the data interface.
The wind control interface corresponding to the wind control characteristics is a path for the server to acquire wind control data, can be a connection interface between the server and other enterprises or clients, and can also be a programming interface for the server to crawl data from a website; such as a data exchange interface between the server and an enterprise database, etc.
Specifically, after the server obtains the corresponding wind control feature in one decision request, it needs to select the corresponding wind control interface according to the wind control feature to determine how to obtain the corresponding wind control data, for example, when the wind control feature is a credit worthiness file of a certain person, the server can determine that the wind control data to be obtained should be used for calling the historical cooperation information of the person from the historical personal user data according to the wind control feature, and the data interface is an interface for calling the historical cooperation information, that is, a server for storing the personal user file; when the wind control characteristic is to acquire the stock fluctuation condition of an enterprise, the data interface identified by the server should be an interface capable of acquiring the stock condition of the enterprise, such as some stock market statistics or news websites and the like.
Specifically, when the server needs to obtain the wind control data according to the wind control characteristics, the data interface corresponding to the wind control characteristics should be accurately positioned, and then the server obtains the corresponding wind control data according to the data interaction conditions with different data interfaces, for example, the authority of the server to access certain websites is verified.
In the above embodiment, the server may select the data interface corresponding to each wind control feature according to the mapping relationship between the wind control feature and the data interface, so as to more accurately locate the acquisition address of each to-be-acquired wind control data, and accurately and efficiently acquire the wind control data.
In one embodiment, the wind control decision method may include: when the data interface is an asynchronous interface, the preset time length is longer than the time for returning data by the asynchronous interface.
Specifically, the asynchronous interface is a data interface that does not return the wind control data immediately, for example, a platform that provides credit investigation data needs to first retrieve the corresponding wind control data from the internal database after receiving a wind control data acquisition request sent by the server, then the retrieved wind control data is cleaned, integrated and the like, and then the wind control data is sent to the server, a certain time is needed before the asynchronous interfaces return the data, and the server should set a predetermined time period longer than the time for the asynchronous interfaces to send the data from the data source to the server. And the server can acquire the wind control data returned by the asynchronous interface within a preset time, and performs decision analysis to acquire a decision result, and meanwhile, the operation of asynchronously returning the wind control data is realized. In addition, different from the asynchronous interface, the data interface should further include a synchronous interface, that is, a data interface capable of immediately returning the wind control data, for example, an interface of an internal database of an enterprise connected to the server, and the like, where the synchronous interface immediately returns the wind control data required by the server after receiving the wind control data acquisition request sent by the server, and the return time may be ignored, and the server may set the predetermined time length without considering the time for the interface to return the data.
In the above embodiment, when the asynchronous interface is stored in one wind control decision operation, the server should set the corresponding predetermined time length to be longer than the time for the asynchronous interface to return the wind control data, so as to avoid that the server does not receive the data returned by the asynchronous interface within the predetermined time and cannot normally return the decision result to the terminal.
In an embodiment, before returning the obtained decision result to the terminal in step S208, the method may further include: when the timing duration reaches the preset duration but the decision result is not obtained, updating the preset duration; and generating a delay feedback message and sending the delay feedback message to the terminal.
The delayed feedback message is a message which is informed by the server that the decision result of the terminal cannot be returned according to the preset time length, and can be in the form of network message or mail and the like; the delay feedback message should include the predicted time for returning the decision result, i.e. the updated predetermined time length.
Specifically, due to the fact that the types of data interfaces corresponding to the wind control data docked by the server are various, and the magnitude of data to be processed by the server is large, a situation that the wind control data is not completely collected within a preset time period or a decision result is not obtained within the preset time period due to a data interface access error (such as the situation that the data interface cannot normally operate, the permission verification fails and the like) may occur, at this time, the server sets a preset time period for the decision result of this time again, and sends a delay feedback message to the terminal to inform the terminal that the decision result cannot be returned according to the preset time period; optionally, the delay feedback message may also include a time that is predicted by the server and is capable of returning the decision result to the terminal, and the predicted time may be a predetermined updated time length.
In the above embodiment, the server may notify the terminal, through the delay feedback message, that the decision result cannot be returned according to the predetermined time length and the predicted time for returning the decision result.
In one embodiment, the wind control decision method may further include: and when the wind control characteristics are identified as the real-time wind control characteristics, acquiring a corresponding decision result according to the real-time wind control characteristics, and returning the acquired decision result to the terminal.
Specifically, when the server identifies that the wind control feature processed this time is a real-time wind control feature, the server directly returns the decision result obtained according to the wind control feature to the terminal.
In the above embodiment, the server directly returns the decision result corresponding to some wind control features with high priority or the decision result of the main body corresponding to some set wind control features to the terminal, so as to ensure the instant return of the data.
In an embodiment, referring to fig. 4, in a wind control decision process, a decision request is generated from a terminal that requests wind control data from a server, and the decision request is sent to the server, after receiving the decision request, the server first identifies a target data identifier carried in the decision request, inputs the target data identifier into a trained feature recognition model, identifies wind control features corresponding to the wind control data to be obtained this time according to wind control feature recognition capability obtained by model training, selects corresponding data interfaces (which may be a plurality of data interfaces of a synchronous interface or an asynchronous interface) according to the wind control features, obtains the wind control data corresponding to the wind control features from corresponding data sources, and analyzes and decides the wind control data to obtain a decision result. After acquiring the wind control characteristics, the server simultaneously enters a step of identifying whether the wind control characteristics are real-time wind control characteristics or asynchronous wind control characteristics, judges whether the decision result needs to be immediately returned to the terminal, and directly sends the decision result obtained from analysis to the terminal if the decision result is the synchronous wind control characteristics; if the delay message is asynchronous wind control characteristic, the server sends a delay message to a message middleware for managing the delay message, the delay message comprises the theme of the decision result, after the message middleware receives the delay message, the delay message is stored according to the theme, timing is started from the moment when the delay message is received, and when the timing duration reaches the preset duration, a trigger message is sent to the server to trigger the server to execute the operation of returning the decision result.
In the above embodiment, a complete wind control decision method is provided, and the decision result returned to the terminal by the message middleware management server avoids that all data are transmitted in a centralized manner to affect the task processing capability of the wind control decision system.
It should be understood that although the various steps in the flow diagrams of fig. 2-4 are shown in order as indicated by the arrows, the steps are not necessarily performed in order as indicated by the arrows. The steps are not performed in the exact order shown and described, and may be performed in other orders, unless explicitly stated otherwise. Moreover, at least some of the steps in fig. 2-4 may include multiple sub-steps or multiple stages that are not necessarily performed at the same time, but may be performed at different times, and the order of performance of the sub-steps or stages is not necessarily sequential, but may be performed in turn or alternating with other steps or at least some of the sub-steps or stages of other steps.
In one embodiment, as shown in fig. 5, there is provided a wind control decision device, including: a decision request receiving module 100, a model analyzing module 200, an interruption judging module 300 and a result returning module 400, wherein:
a decision request receiving module 100, configured to receive a decision request sent by a terminal, where the decision request includes a target data identifier and a decision result type.
And the model analysis module 200 is configured to identify a wind control feature corresponding to the target data identifier according to a feature recognition model, where the feature recognition model is obtained by training according to a historical wind control sample and is capable of returning to the wind control feature corresponding to the input target data identifier.
And the decision module is used for acquiring the wind control data corresponding to the wind control characteristics and acquiring a decision result corresponding to the wind control data according to the type of the decision result.
And a result returning module 400, configured to start timing when the air control feature is identified as an asynchronous air control feature, and return the obtained decision result to the terminal when the timing duration reaches a predetermined duration.
In one embodiment, the result returning module 400 may include:
and the delay message generating unit is used for generating a delay message according to the asynchronous wind control characteristic when the wind control characteristic is identified to be the asynchronous wind control characteristic.
And the middleware processing unit is used for sending the delay message to the message middleware so that the message middleware starts timing at the moment of receiving the delay message.
And the middleware triggering unit is used for receiving the triggering message sent by the message middleware when the timing duration of the message middleware reaches a preset duration.
And the data returning unit is used for returning the obtained decision result to the terminal according to the trigger message.
In one embodiment, the wind control decision device may further include:
and the queue storage module is used for storing the decision result into the asynchronous return queue after the decision result is obtained, and a timer of the asynchronous return queue starts timing from the moment of storing the decision result.
And the queue triggering module is used for acquiring a corresponding decision result from the asynchronous return queue according to the wind control characteristics when the timing duration reaches a preset duration, and returning the decision result to the terminal.
In one embodiment, the decision module 300 may include:
and the interface selection unit is used for acquiring a data interface corresponding to the wind control characteristic according to the wind control characteristic.
And the interface data acquisition unit is used for acquiring the wind control data corresponding to the wind control characteristics from the data interface.
In one embodiment, the wind control decision device may further include:
and the asynchronous interface timing module is used for enabling the preset duration to be longer than the time for returning the data by the asynchronous interface when the data interface is the asynchronous interface.
In an embodiment, the wind control decision device may further include:
and the preset duration updating module is used for updating the preset duration when the timing duration reaches the preset duration but the decision result is not obtained.
And the delay feedback module is used for generating a delay feedback message and sending the delay feedback message to the terminal.
In an embodiment, the wind control decision device may further include:
and the instant return module is used for returning the obtained decision result to the terminal when the wind control characteristic is identified as the real-time wind control characteristic.
For specific limitations of the wind control decision device, reference may be made to the above limitations of the wind control decision method, which are not described herein again. All or part of each module in the wind control decision device can be realized by software, hardware and a combination thereof. The modules can be embedded in a hardware form or independent from a processor in the computer device, and can also be stored in a memory in the computer device in a software form, so that the processor can call and execute operations corresponding to the modules.
In one embodiment, a computer device is provided, which may be a server, and its internal structure diagram may be as shown in fig. 6. The computer device includes a processor, a memory, a network interface, and a database connected by a system bus. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program, and a database. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The database of the computer device is used for storing wind control decision data. The network interface of the computer device is used for communicating with an external terminal through a network connection. The computer program is executed by a processor to implement a method of wind control decision making.
Those skilled in the art will appreciate that the architecture shown in fig. 6 is merely a block diagram of some of the structures associated with the disclosed aspects and is not intended to limit the computing devices to which the disclosed aspects apply, as particular computing devices may include more or less components than those shown, or may combine certain components, or have a different arrangement of components.
In one embodiment, there is provided a computer device comprising a memory storing a computer program and a processor implementing the following steps when the processor executes the computer program: receiving a decision request sent by a terminal, wherein the decision request comprises a target data identifier and a decision result type; identifying the wind control characteristics corresponding to the target data identification according to a characteristic identification model, wherein the characteristic identification model is a model which is obtained by training according to historical wind control samples and can return the wind control characteristics corresponding to the input target data identification; acquiring wind control data corresponding to the wind control characteristics, and acquiring a decision result corresponding to the wind control data according to the type of the decision result; and when the air control characteristic is identified to be the asynchronous air control characteristic, timing is started, and when the timing duration reaches a preset duration, the obtained decision result is returned to the terminal.
In one embodiment, when the processor executes the computer program and recognizes that the air control feature is the asynchronous air control feature, the processor starts timing, and when the timing duration reaches a predetermined duration, returns the obtained decision result to the terminal, including: when the air control characteristic is identified to be an asynchronous air control characteristic, generating a delay message according to the asynchronous air control characteristic; sending the delay message to the message middleware to enable the message middleware to start timing at the moment of receiving the delay message; when the timing duration of the message middleware reaches a preset duration, receiving a trigger message sent by the message middleware; and returning the obtained decision result to the terminal according to the trigger message.
In one embodiment, after the decision result of obtaining the wind control data according to the decision result type is implemented when the processor executes the computer program, the method further includes: after the decision result is obtained, the decision result is stored in an asynchronous return queue, and a timer of the asynchronous return queue starts timing from the moment when the decision result is stored; and when the timing duration reaches a preset duration, acquiring a corresponding decision result from the asynchronous return queue according to the wind control characteristics, and returning the decision result to the terminal.
In one embodiment, the obtaining of the wind control data corresponding to the wind control feature, which is implemented when the processor executes the computer program, includes: acquiring a data interface corresponding to the wind control characteristics according to the wind control characteristics; and acquiring wind control data corresponding to the wind control characteristics from the data interface.
In one embodiment, the processor, when executing the computer program, further performs the steps of: when the data interface is an asynchronous interface, the preset time length is longer than the time for returning data by the asynchronous interface.
In one embodiment, before returning the obtained decision result to the terminal when the processor executes the computer program, the method further includes: when the timing duration reaches the preset duration but the decision result is not obtained, updating the preset duration; and generating a delay feedback message and sending the delay feedback message to the terminal.
In one embodiment, the processor, when executing the computer program, further performs the steps of: and when the wind control characteristics are identified as the real-time wind control characteristics, returning the obtained decision result to the terminal.
In one embodiment, a computer-readable storage medium is provided, having a computer program stored thereon, which when executed by a processor, performs the steps of: receiving a decision request sent by a terminal, wherein the decision request comprises a target data identifier and a decision result type; identifying the wind control characteristics corresponding to the target data identification according to a characteristic identification model, wherein the characteristic identification model is a model which is obtained by training according to historical wind control samples and can return the wind control characteristics corresponding to the input target data identification; acquiring wind control data corresponding to the wind control characteristics, and acquiring a decision result corresponding to the wind control data according to the type of the decision result; and when the air control characteristic is identified to be the asynchronous air control characteristic, timing is started, and when the timing duration reaches a preset duration, the obtained decision result is returned to the terminal.
In one embodiment, when the computer program is executed by a processor, when the wind control feature is identified as an asynchronous wind control feature, starting timing, and when a timing duration reaches a predetermined duration, returning an obtained decision result to the terminal, includes: when the air control characteristic is identified to be an asynchronous air control characteristic, generating a delay message according to the asynchronous air control characteristic; sending the delay message to the message middleware to enable the message middleware to start timing at the moment of receiving the delay message; when the timing duration of the message middleware reaches a preset duration, receiving a trigger message sent by the message middleware; and returning the obtained decision result to the terminal according to the trigger message.
In one embodiment, after the decision result of obtaining the wind control data according to the decision result type is implemented by the computer program when being executed by the processor, the method further includes: after the decision result is obtained, the decision result is stored in an asynchronous return queue, and a timer of the asynchronous return queue starts timing from the moment when the decision result is stored; and when the timing duration reaches a preset duration, acquiring a corresponding decision result from the asynchronous return queue according to the wind control characteristics, and returning the decision result to the terminal.
In one embodiment, the computer program, when executed by a processor, implements obtaining wind control data corresponding to a wind control feature, comprising: acquiring a data interface corresponding to the wind control characteristics according to the wind control characteristics; and acquiring wind control data corresponding to the wind control characteristics from the data interface.
In one embodiment, the computer program when executed by the processor further performs the steps of: when the data interface is an asynchronous interface, the preset time length is longer than the time for returning data by the asynchronous interface.
In one embodiment, before the computer program is executed by the processor to return the obtained decision result to the terminal, the method further includes: when the timing duration reaches the preset duration but the decision result is not obtained, updating the preset duration; and generating a delay feedback message and sending the delay feedback message to the terminal.
In one embodiment, the computer program when executed by the processor further performs the steps of: and when the wind control characteristics are identified as the real-time wind control characteristics, returning the obtained decision result to the terminal.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware instructions of a computer program, which can be stored in a non-volatile computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. Any reference to memory, storage, database, or other medium used in the embodiments provided herein may include non-volatile and/or volatile memory. Non-volatile memory can include read-only memory (ROM), Programmable ROM (PROM), Electrically Programmable ROM (EPROM), Electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), Dynamic RAM (DRAM), Synchronous DRAM (SDRAM), Double Data Rate SDRAM (DDRSDRAM), Enhanced SDRAM (ESDRAM), Synchronous Link DRAM (SLDRAM), Rambus Direct RAM (RDRAM), direct bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM).
The technical features of the above embodiments can be arbitrarily combined, and for the sake of brevity, all possible combinations of the technical features in the above embodiments are not described, but should be considered as the scope of the present specification as long as there is no contradiction between the combinations of the technical features.
The above-mentioned embodiments only express several embodiments of the present application, and the description thereof is more specific and detailed, but not construed as limiting the scope of the invention. It should be noted that, for a person skilled in the art, several variations and modifications can be made without departing from the concept of the present application, which falls within the scope of protection of the present application. Therefore, the protection scope of the present patent shall be subject to the appended claims.
Claims (16)
1. A method of wind control decision making, the method comprising:
receiving a decision request sent by a terminal, wherein the decision request comprises a target data identifier and a decision result type;
identifying the wind control characteristics corresponding to the target data identification according to a characteristic identification model, wherein the characteristic identification model is a model which is obtained according to historical wind control sample training and can return the wind control characteristics corresponding to the input target data identification;
acquiring wind control data corresponding to the wind control characteristics, and acquiring a decision result corresponding to the wind control data according to the type of the decision result;
and when the wind control characteristic is identified to be an asynchronous wind control characteristic, timing is started, and when the timing duration reaches a preset duration, the obtained decision result is returned to the terminal.
2. The method according to claim 1, wherein the starting of timing when the wind control feature is identified as an asynchronous wind control feature, and returning the obtained decision result to the terminal when a timing duration reaches a predetermined duration comprises:
when the wind control feature is identified to be an asynchronous wind control feature, generating a delay message according to the asynchronous wind control feature;
sending the delay message to a message middleware to enable the message middleware to start timing at the moment of receiving the delay message;
when the timing duration of the message middleware reaches a preset duration, receiving a trigger message sent by the message middleware;
and returning the obtained decision result to the terminal according to the trigger message.
3. The method of claim 1, wherein after obtaining the decision result of the wind control data according to the decision result type, further comprising:
after the decision result is obtained, storing the decision result into an asynchronous return queue, and starting timing by a timer of the asynchronous return queue from the moment when the decision result is stored;
and when the timing duration reaches a preset duration, acquiring the corresponding decision result from the asynchronous return queue according to the wind control characteristics, and returning the decision result to the terminal.
4. The method of claim 1, wherein the obtaining of the wind control data corresponding to the wind control feature comprises:
acquiring a data interface corresponding to the wind control characteristic according to the wind control characteristic;
and acquiring the wind control data corresponding to the wind control characteristics from the data interface.
5. The method of claim 4, further comprising:
when the data interface is an asynchronous interface, the preset time length is longer than the time of returning data by the asynchronous interface.
6. The method according to claim 4, wherein before returning the obtained decision result to the terminal, further comprising:
when the timing duration reaches a preset duration but the decision result is not obtained, updating the preset duration;
and generating a delay feedback message and sending the delay feedback message to the terminal.
7. The method of any of claims 1 to 6, further comprising:
and when the wind control feature is identified as a real-time wind control feature, returning the obtained decision result to the terminal.
8. A wind control decision device, the device comprising:
the decision request receiving module is used for receiving a decision request sent by a terminal, wherein the decision request comprises a target data identifier and a decision result type;
the model analysis module is used for identifying the wind control characteristics corresponding to the target data identification according to a characteristic identification model, and the characteristic identification model is a model which is obtained by training according to historical wind control samples and can return the wind control characteristics corresponding to the input target data identification;
the decision module is used for acquiring wind control data corresponding to the wind control characteristics and acquiring a decision result corresponding to the wind control data according to the type of the decision result;
and the result returning module is used for starting timing when the wind control characteristic is identified to be an asynchronous wind control characteristic, and returning the obtained decision result to the terminal when the timing duration reaches a preset duration.
9. The apparatus of claim 8, wherein the result return module comprises:
the delay message generating unit is used for generating a delay message according to the asynchronous wind control characteristic when the wind control characteristic is identified to be the asynchronous wind control characteristic;
the middleware processing unit is used for sending the delay message to a message middleware so as to enable the message middleware to start timing at the moment of receiving the delay message;
the middleware triggering unit is used for receiving the triggering message sent by the message middleware when the timing duration of the message middleware reaches a preset duration;
and the data returning unit is used for returning the acquired decision result to the terminal according to the trigger message.
10. The apparatus of claim 8, further comprising:
the queue storage module is used for storing the decision result into an asynchronous return queue after the decision result is obtained, and a timer of the asynchronous return queue starts timing from the moment when the decision result is stored;
and the queue triggering module is used for acquiring the corresponding decision result from the asynchronous return queue according to the wind control characteristics when the timing duration reaches a preset duration, and returning the decision result to the terminal.
11. The apparatus of claim 8, wherein the decision module comprises:
the interface selection unit is used for acquiring a data interface corresponding to the wind control characteristic according to the wind control characteristic;
and the interface data acquisition unit is used for acquiring the wind control data corresponding to the wind control characteristics from the data interface.
12. The apparatus of claim 11, further comprising:
and the asynchronous interface timing module is used for enabling the preset duration to be longer than the time for returning data by the asynchronous interface when the data interface is the asynchronous interface.
13. The apparatus of claim 11, further comprising:
the preset duration updating module is used for updating the preset duration when the timing duration reaches the preset duration but the decision result is not obtained;
and the delay feedback module is used for generating a delay feedback message and sending the delay feedback message to the terminal.
14. The apparatus of any one of claims 8 to 13, further comprising:
and the instant return module is used for returning the obtained decision result to the terminal when the wind control feature is identified as a real-time wind control feature.
15. A computer device comprising a memory and a processor, the memory storing a computer program, wherein the processor implements the steps of the method of any one of claims 1 to 7 when executing the computer program.
16. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the steps of the method of any one of claims 1 to 7.
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| CN112364054B (en) * | 2020-10-22 | 2022-08-23 | 杭州大搜车汽车服务有限公司 | Wind control decision method, device, electronic device and storage medium |
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