WO2022048490A1

WO2022048490A1 - Data processing method and apparatus, and electronic device

Info

Publication number: WO2022048490A1
Application number: PCT/CN2021/114755
Authority: WO
Inventors: 马骁
Original assignee: 北京字节跳动网络技术有限公司
Priority date: 2020-09-01
Filing date: 2021-08-26
Publication date: 2022-03-10
Also published as: CN112163237A

Abstract

Disclosed by embodiments of the present disclosure are a data processing method and apparatus, an electronic device and a computer-readable storage medium. The data processing method comprises: receiving a data processing request sent by a terminal; generating seed data according to the data processing request; generating a data processing result according to the seed data and a preset first processing result; and sending the data processing result to the terminal. According to the method above, the processing result is generated in advance by means of the seed data and the preset processing result, and the technical problem in which generated data is easy to tamper is solved.

Description

Data processing method, apparatus and electronic equipment

This application claims the priority of the Chinese patent application with the application number 202010904178.4 and the application name "Data Processing Method, Apparatus and Electronic Equipment" filed with the China Patent Office on September 1, 2020, the entire contents of which are incorporated herein by reference middle.

technical field

The present disclosure relates to the field of data processing, and in particular, to a data processing method, apparatus, electronic device, and computer-readable storage medium.

Background technique

With the rapid development of the mobile Internet, traditional local data processing has been unable to meet the ever-increasing interactive needs of netizens. In recent years, some data processing systems need to process data locally and upload some processed data to the server. For example, in the game scene, the gameplay such as Happy Xiaoxiaole is a stand-alone game, but the user's results need to be uploaded to the "leaderboard" on the server. The common practice in the industry is generally that the client uses encryption and code obfuscation to prevent cracking, and the client uploads the game results to the server through plaintext or symmetric encryption. After the server decrypts, it directly uses the results uploaded by the client to update the ranking. The results are visible to everyone.

However, limited by the lack of client-side encryption methods and the proliferation of code cracking tools and memory modification tools on the market, how to prevent malicious users from cheating data locally and tampering with data uploaded to the server has become an urgent technical problem to be solved.

SUMMARY OF THE INVENTION

This Summary is provided to introduce concepts in a simplified form that are described in detail in the Detailed Description section that follows. This summary section is not intended to identify key features or essential features of the claimed technical solution, nor is it intended to be used to limit the scope of the claimed technical solution.

In order to solve the problem that local data is easily tampered with in the prior art, the embodiments of the present disclosure propose the following technical solutions.

In a first aspect, an embodiment of the present disclosure provides a data processing method, including:

Receive the data processing request sent by the terminal;

generating seed data according to the data processing request;

generating a data processing result according to the seed data and a preset first processing result;

Send the data processing result to the terminal.

Further, the identification of the terminal is included in the data processing request, and the generation of seed data according to the data processing request includes:

The seed data is generated according to the identification of the terminal and the time of the data processing request.

Further, generating a data processing result according to the seed data and a preset first processing result includes:

generating a plurality of first processing result intervals according to a plurality of preset first processing results;

A data processing result corresponding to each first processing result interval is generated according to the seed data and the plurality of first processing result intervals.

Further, generating a plurality of first processing result intervals according to a plurality of preset first processing results includes:

The preset multiple first processing results are divided into multiple first processing result intervals according to the time points corresponding to the preset multiple first processing results; wherein each first processing result interval includes The minimum first processing result and the maximum first processing result in the first processing result interval.

Further, generating a data processing result corresponding to each first processing result interval according to the seed data and the plurality of first processing result intervals includes:

The data processing result corresponding to the first processing result interval is calculated according to the seed data and the smallest first processing result and the largest first processing result in the first processing result interval.

Further, calculating the data processing result corresponding to the first processing result interval according to the seed data and the minimum first processing result and the maximum first processing result in the first processing result interval includes:

A random number with a size between the minimum first processing result and the maximum first processing result is calculated according to the seed data as the data processing result corresponding to the first processing result interval.

Further, the method also includes:

receiving the pending data sent by the terminal;

obtain the seed data;

generating a data processing result corresponding to each first processing result interval according to the seed data and the plurality of first processing result intervals;

Acquire data processing results corresponding to the data to be processed according to the data to be processed and the plurality of first processing result intervals.

Further, the method also includes:

Sorting the data processing results and the data processing results corresponding to other data to be processed to obtain the sorting results of the data processing results;

Send the sorting result to the terminal.

In a second aspect, an embodiment of the present disclosure provides a data processing method, including:

Send data processing requests to the server;

receiving multiple first processing result intervals sent by the server and data processing results corresponding to the multiple first processing result intervals;

generate data to be processed;

Acquiring data processing results corresponding to the data to be processed according to the data to be processed, the plurality of first processing result intervals, and the data processing results corresponding to the plurality of first processing result intervals;

The data processing result corresponding to the data to be processed is displayed.

Further, the method also includes:

sending the data to be processed to the server;

Receive the sorting result of the data processing results of the data to be processed sent by the server.

In a third aspect, an embodiment of the present disclosure provides a data processing apparatus, including:

a request receiving module for receiving a data processing request sent by the terminal;

a seed data generation module for generating seed data according to the data processing request;

a processing result generating module, configured to generate a data processing result according to the seed data and a preset first processing result;

A sending module, configured to send the data processing result to the first terminal.

In a fourth aspect, an embodiment of the present disclosure provides a data processing apparatus, including:

The request sending module is used to send data processing requests to the server;

a processing result receiving module, configured to receive multiple first processing result intervals sent by the server and first processing results corresponding to the multiple first processing result intervals;

A pending data generation module for generating pending data;

A processing result obtaining module, configured to obtain the data processing corresponding to the data to be processed according to the data to be processed, the plurality of first processing result intervals, and the data processing results corresponding to the plurality of first processing result intervals result;

The display module is used for displaying the data processing result corresponding to the data to be processed.

In a fifth aspect, embodiments of the present disclosure provide an electronic device, including: at least one processor; and,

a memory communicatively coupled to the at least one processor; wherein the memory stores instructions executable by the at least one processor, the instructions being executed by the at least one processor to cause the at least one process The device is capable of performing the method of any one of the preceding first aspects.

In a sixth aspect, an embodiment of the present disclosure provides a non-transitory computer-readable storage medium, characterized in that the non-transitory computer-readable storage medium stores computer instructions, and the computer instructions are used to cause a computer to execute the foregoing first aspect. of any of the methods described.

Embodiments of the present disclosure disclose a data processing method, apparatus, electronic device, and computer-readable storage medium. The data processing method includes: receiving a data processing request sent by a terminal; generating seed data according to the data processing request; generating a data processing result according to the seed data and a preset first processing result; sending the data processing result to the terminal. The above method generates the processing result in advance by using the seed data and the preset processing result, which solves the technical problem that the generated data is easily tampered with.

The above description is only an overview of the technical solutions of the present disclosure. In order to understand the technical means of the present disclosure more clearly, it can be implemented according to the content of the description, and to make the above and other purposes, features and advantages of the present disclosure more obvious and easy to understand , the following specific preferred embodiments, and in conjunction with the accompanying drawings, are described in detail as follows.

Description of drawings

The above and other features, advantages and aspects of various embodiments of the present disclosure will become more apparent when taken in conjunction with the accompanying drawings and with reference to the following detailed description. Throughout the drawings, the same or similar reference numbers refer to the same or similar elements. It should be understood that the drawings are schematic and that the originals and elements are not necessarily drawn to scale.

FIG. 1 is a schematic flowchart of a data processing method provided by an embodiment of the present disclosure;

2 is a schematic flowchart of a specific implementation manner of generating a processing result in a data processing method provided by an embodiment of the present disclosure;

FIG. 3 is a further schematic flowchart of the data processing method provided by an embodiment of the present disclosure;

4 is a schematic flowchart of an embodiment of a data processing method for disclosing another embodiment;

FIG. 5 is a schematic diagram of an application scenario of the data processing method provided by an embodiment of the present disclosure;

FIG. 6 is a schematic structural diagram of an embodiment of a data processing apparatus according to an embodiment of the present disclosure;

FIG. 7 is a schematic structural diagram of an embodiment of a data processing apparatus provided by another embodiment of the present disclosure;

FIG. 8 is a schematic structural diagram of an electronic device provided according to an embodiment of the present disclosure.

detailed description

Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While certain embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein, but rather are provided for the purpose of A more thorough and complete understanding of the present disclosure. It should be understood that the drawings and embodiments of the present disclosure are only for exemplary purposes, and are not intended to limit the protection scope of the present disclosure.

It should be understood that the various steps described in the method embodiments of the present disclosure may be performed in different orders and/or in parallel. Furthermore, method embodiments may include additional steps and/or omit performing the illustrated steps. The scope of the present disclosure is not limited in this regard.

As used herein, the term "including" and variations thereof are open-ended inclusions, ie, "including but not limited to". The term "based on" is "based at least in part on." The term "one embodiment" means "at least one embodiment"; the term "another embodiment" means "at least one additional embodiment"; the term "some embodiments" means "at least some embodiments". Relevant definitions of other terms will be given in the description below.

It should be noted that concepts such as "first" and "second" mentioned in the present disclosure are only used to distinguish different devices, modules or units, and are not used to limit the order of functions performed by these devices, modules or units or interdependence.

It should be noted that the modifications of "a" and "a plurality" mentioned in the present disclosure are illustrative rather than restrictive, and those skilled in the art should understand that unless the context clearly indicates otherwise, they should be understood as "one or a plurality of". multiple".

The names of messages or information exchanged between multiple devices in the embodiments of the present disclosure are only for illustrative purposes, and are not intended to limit the scope of these messages or information.

1 is a flowchart of an embodiment of a data processing method provided by an embodiment of the present disclosure. The data processing method provided by this embodiment may be executed by a data processing apparatus, and the data processing apparatus may be implemented as software, or as software and A combination of hardware, the data processing apparatus can be integrated in a certain device in a data processing system, such as a data processing server or a data processing terminal device. As shown in Figure 1, the method includes the following steps:

Step S101, receiving a data processing request sent by a terminal;

The data processing request is generated by the client in the terminal or the terminal itself, and the data processing request is sent by the terminal. As shown in FIG. 1 , the terminal 101 initiates a data processing request, and the server receives the request through the API service, from which it can be known that data processing is started on the terminal 101 . At this time, the terminal 101 does not need to wait for the processing result of the server, and it can directly execute the process of data processing locally. For example, in the game scenario, the terminal 101 starts the game, and only needs to send a request to start the game at this time to notify the server that the game is started locally.

Step S102, generating seed data according to the data processing request;

In this step, seed data related to the terminal is generated to uniquely identify this data processing.

Optionally, the data processing request includes the identifier of the terminal, and the step S102 includes:

Optionally, the seed data may use a hash value obtained by hashing the identifier of the terminal and the current system time as the seed data. Optionally, the identifier of the terminal is the ID of the terminal user or the MAC address of the terminal or the like. In this way, due to the unique identification of the terminal and the unique time, the unique time here means that for the same terminal, the time it sends a data processing request is unique each time, and no two data processing requests have the same time. Therefore, the seed data generated by each processing request is different.

Step S103, generating a data processing result according to the seed data and a preset first processing result;

Optionally, the step S103 includes:

Step S201, generating a plurality of first processing result intervals according to a plurality of preset first processing results;

Step S202: Generate a data processing result corresponding to each first processing result interval according to the seed data and the plurality of first processing result intervals.

In one embodiment, the processing result of the data is preset and located within a certain range. Taking a golf game as an example, the user swings the golf ball at different time points, and the flight distance of the golf ball is different. From the time the user starts the game, each time point corresponds to a flight distance, so that a continuous flight can be obtained through consecutive time points. distance interval.

In step S201, the preset multiple first processing results are divided into multiple first processing result intervals according to the time points corresponding to the preset multiple first processing results; The processing result interval includes the smallest first processing result and the largest first processing result in the first processing result interval. The preset multiple first processing results are all the processing results that can be obtained by performing data processing, and the multiple preset multiple first processing results are related to the values of multiple data to be processed. The processing data is click position or click time, etc. The preset multiple first processing results are divided into multiple first processing result intervals by using the multiple data to be processed. For example, in the above golf game, the time when the user clicks the screen is used as the swing time. This click time is continuous. If the time from t0 to tn can be used as the click time, the click time can be divided into multiple interval, such as [t0,t1),[t1,t2),...[tn-1,tn), in this way, each time point can correspond to a preset flight distance, and multiple presets can be generated correspondingly The interval of the flight distance, that is, a plurality of first processing result intervals. Each interval has a maximum flight distance and a minimum flight distance.

In step S202, the data processing result corresponding to the first processing result interval is calculated according to the seed data and the minimum first processing result and the maximum first processing result in the first processing result interval. Optionally, in this step, the processing result corresponding to the first processing result interval is calculated according to the seed data and the smallest first processing result and the largest first processing result in the first processing result interval. That is, a preset processing result in the interval is determined between the minimum first processing result and the maximum first processing result through the seed data to represent the data processing result corresponding to the interval. Assuming that the minimum first processing result in this interval is a, the maximum first processing result is b, and the seed data is c, the processing result of this interval is:

a≤f(a,b,c)≤b

That is, through a function f, its parameters are a, b, c, and its function value is always between a and b. In this way, for the above-mentioned multiple first processing result intervals, the maximum first processing result and the minimum first processing result of each interval are determined when the division method is given, and for each user If its ID and the time to start the game are determined, a determined c can be obtained, and thus a determined value can be obtained as the data processing result corresponding to the first processing result interval.

Optionally, the step S202 includes: calculating a random number with a size between the minimum first processing result and the maximum first processing result according to the seed data as the corresponding first processing result interval. data processing results. That is, the above-mentioned function f is a random number generating function. Since the seed data is generated according to the identification of the terminal, the identification of the terminal includes the identification of the terminal or the identification of the user. Therefore, the seed data generated by the identification of different terminals or different users is different, and it generates The random numbers are different; and since the seed data is also generated according to the time when the data processing is started, for the same terminal or user, the seed data generated each time the data processing is started are also different, and the random number generated by this is also different. It is also different, so that for different users, the generated seed data is different; for the same user, the seed data generated at different times are also different. Exemplarily, the random number adopts a linear congruential random number generation method, which ensures that when the seed data for generating the random number is fixed, the random numbers generated each time are the same, and when the seed data changes, the generated random numbers are different. Optionally, in order to ensure that the generated random numbers conform to the normal distribution, the random numbers conforming to the normal distribution can be approximately generated by using the central limit theorem.

After the above steps, each interval corresponds to a data processing result, so that when the value of the data to be processed falls within a certain interval of the data to be processed, the data corresponding to the interval of the processing result corresponding to the interval of the data to be processed is used The processing result indicates the data processing result of the data to be processed. In this way, since the processing result is generated by the server and is different each time, it can prevent the user from tampering with the processing result on the terminal.

Step S104, sending the data processing result to the terminal.

In this step, the data processing result is sent to the terminal that sent the data processing request. The processing result includes the data processing result corresponding to each processing result interval.

Through the above steps S101-S104, the pre-generating process of the processing result is completed, that is, after receiving the data processing request, the server generates all possible data processing results in advance, and sends these generated data processing results to the sender. The terminal that requests the data processing.

Further, in order to be able to use the corresponding seed data later, after the step S103, it also includes:

The seed data is stored.

In this step, the seed data is stored, and when the data to be processed is subsequently received, the seed data can be used to generate a processing result of the data to be processed.

Further, the above data processing method also includes:

Step S301, receiving data to be processed sent by the terminal;

Step S302, obtaining the seed data;

Step S303, generating a data processing result corresponding to each first processing result interval according to the seed data and the plurality of first processing result intervals;

Step S304: Acquire a data processing result corresponding to the to-be-processed data according to the to-be-processed data and the plurality of first processing result intervals.

In step S301, the server receives the data to be processed sent by the client. Exemplarily, as in the above golf game scenario, the data to be processed is the time when the user clicks on the screen to touch the golf club. This time is, for example, 2 seconds after the game starts, and the client sends the golf swing time to the service. The end is processed to obtain the flight distance of the golf ball.

In step S302, after receiving the processing data, the server obtains the stored seed data, where the seed data is the seed data generated in step S102, that is, the seed data used in this data processing. Specifically, in the above application scenario, that is, the seed data generated in the golf game of the user in this round.

In step S303, as in step S103, the preprocessing result is divided into a plurality of first processing result intervals according to the same dividing rule, and the data processing corresponding to each first processing result interval is generated according to the seed data As a result, the processing procedure is the same as that in step S103, which is not repeated here. Since the generation process is the same as the used seed data, the obtained data processing results corresponding to each first processing result interval are also the same.

In step S304, the processing data is compared with the interval of the processing data. Exemplarily, as in the above golf game, the user's swing time T is matched with the time interval [t0, t1), [t1, t2), ... [tn-1, tn), and it is determined that T falls within the time interval , and each time interval corresponds to the flight distance interval of a golf ball, that is, the first processing result interval. Then, the corresponding first processing result interval can be obtained by processing the data, and each first processing result interval is represented by a data processing result, so that the data processing result of the processing data can be obtained. Since the data processing result is actually pre-generated by the seed data, the seed data generated each time the data processing is started is different, so the data processing result is also different each time, so the data processing result cannot be tampered locally.

Further, the method also includes:

Send the sorting result to the terminal.

Exemplarily, in a game scenario, the server will obtain the processing results of multiple clients or terminals or users, that is, the game scores. At this time, the server will sort these processing results to obtain the sorting results, that is, the game score list, and store the results. the sorting result, and sending the processing result sorting result when the client requests the sorting result. That is, when the user wants to view the list, the list can be obtained through the server.

It can be understood that the above method can also directly save the generated data processing results corresponding to each first processing result interval, so that when the data to be processed is received, the processing results can be directly given without further calculation. Save computing resources; and save seed data, because the seed data is small, you can save storage resources. You can choose to save the seed data or save the processing result according to actual needs, which will not be repeated here.

FIG. 4 is a flowchart of an embodiment of a data processing method provided by another embodiment of the present disclosure. The data processing method provided by this embodiment may be executed by a data processing apparatus, and the data processing apparatus may be implemented as software, or implemented as Combination of software and hardware, the data processing device can be integrated and set in a certain device in the data processing system, in the data processing terminal device. As shown in Figure 4, the method includes the following steps:

Step S401, sending a data processing request to the server;

In this step, the terminal sends a data processing request to the server. For example, when the user starts a game on the terminal, the terminal will send a data processing request to the server to request the service of the server. Optionally, the data processing request includes the identification of the terminal that generated the data processing request or the identification of the user using the terminal, and the time when the data processing request was generated.

Step S402, receiving multiple first processing result intervals sent by the server and data processing results corresponding to the multiple first processing result intervals;

In this step, the data processing result sent in step S104 is received. It includes a plurality of generated first processing result intervals and a data processing result corresponding to each first processing result interval. In this way, all possible data processing results generated by the server are obtained locally, and the data processing results can be regenerated on the server, so they cannot be tampered locally.

Step S403, generating data to be processed;

Exemplarily, in the above golf game, when the user starts the game and clicks on the screen, a swing time is generated, that is, data to be processed.

Step S404, obtaining data processing results corresponding to the data to be processed according to the data to be processed, the multiple first processing result intervals, and the data processing results corresponding to the multiple first processing result intervals;

Since all possible data processing results have been obtained, in this step, the corresponding data processing results can be obtained directly according to the data to be processed. The processing process is similar to that in step S303, except that there is no need to divide the interval again, and the time interval can be directly obtained according to the time interval. Corresponding to the first processing result interval, and obtaining the data processing result according to the first processing result interval.

Step S405, displaying the data processing result corresponding to the data to be processed.

In this step, the data processing result corresponding to the data to be processed is directly displayed without waiting for the server to feed back the processing result. Therefore, when the network conditions are poor, the data processing results can be obtained quickly. For example, in the above golf game scenario, it is usually necessary to upload the swing time to the server, and the server calculates the flight distance of the golf ball and sends the result back to the client. There is a case where the game result cannot be obtained. In the present application, before the data to be processed has been obtained, the server has already generated all possible data processing results, and transmitted all possible data processing results to the client, so that even when the data to be processed is generated After the network conditions are poor, the client can also immediately obtain the data processing results corresponding to the data to be processed.

Further, the method also includes:

sending the data to be processed to the server;

After obtaining the data to be processed, although the terminal has obtained the data processing result, the server does not know the data processing result at this time, so the client also needs to send the data to be processed to the server. The data also generates the same data processing result on the server side, and sorts the data processing result with other data processing results, as described in the above-mentioned embodiment, and will not be repeated here. Afterwards, the terminal may request and receive the sorting result of the data processing result, and display the sorting result on the display device.

FIG. 5 is a schematic diagram of an application scenario in an embodiment of the present disclosure. The data processed in this application scenario is game data. As shown in FIG. 5 , the application scenario includes a client, a server, and a storage, wherein the server includes an interface service, a game service, and a ranking service, and multiple services of the server can be independently deployed. There is a game installed in the client, such as a golf game, when the user starts a game, the client initiates a game request to the interface service, the interface service requests the game service to generate the pre-generated result of the game, and the process of generating the pre-generated result As recorded in the above steps S101 to 104, the details are not repeated here; after that, the game service stores the seed data in the memory, and the data in the memory is generally stored in the form of a database, typically such as redis; after that, the game service passes the interface The service sends the generated processing result interval and processing result to the client; after the client receives the processing result, it generates swing time data according to the user's trigger, and sends the data directly from the server according to the swing time. The processing result corresponding to the time, that is, the game score, is obtained from the processing result, and displayed on the display device of the terminal device; at this time, the client sends the swing time to the game service through the interface service, and the game service continues to generate the processing result interval and the processing result, and obtain the processing result of the data to be processed according to the swing time, that is, the user's game score, and send the score to the ranking service to rank the game score, and store it in the memory; When the user needs to view the leaderboard, the leaderboard can be directly pulled and stored through the leaderboard service, and displayed on the display device of the terminal.

Therefore, since each data processing result is generated on the server side, and the data processing result is random in a certain interval, the data processing result cannot be tampered with at the client side. And because all possible data processing results have been obtained before the data to be processed is generated, the corresponding data processing results can be quickly obtained when the data to be processed is generated, without waiting for feedback from the server, which improves the processing speed. .

In the above, although the steps in the above method embodiments are described in the above order, it should be clear to those skilled in the art that the steps in the embodiments of the present disclosure are not necessarily executed in the above order, and may also be performed in reverse order, parallel, interleaved and other steps are performed in other order, and, on the basis of the above steps, those skilled in the art can also add other steps, these obvious modifications or equivalent replacement modes should also be included within the protection scope of the present disclosure, and will not be repeated here. .

FIG. 6 is a schematic structural diagram of an embodiment of a data processing apparatus according to an embodiment of the present disclosure. As shown in FIG. 6 , the apparatus 600 includes: a request receiving module 601 , a seed data generating module 602 , a processing result generating module 603 and a sending module 604 . in,

A request receiving module 601, configured to receive a data processing request sent by a terminal;

a seed data generation module 602, configured to generate seed data according to the data processing request;

a processing result generating module 603, configured to generate a data processing result according to the seed data and a preset first processing result;

A sending module 604, configured to send the data processing result to the terminal.

Further, the data processing request includes the identifier of the terminal, and the seed data generation module 602 is further used for:

Further, the processing result generation module 603 is also used for:

Further, the data processing device also includes:

a data receiving module, configured to receive the data to be processed sent by the terminal;

a seed data acquisition module for acquiring the seed data;

a second processing result generating module, configured to generate a data processing result corresponding to each first processing result interval according to the seed data and the plurality of first processing result intervals;

A first processing result obtaining module, configured to obtain a data processing result corresponding to the to-be-processed data according to the to-be-processed data and the plurality of first processing result intervals.

Further, the data processing device also includes:

a sorting module, configured to sort the data processing results and data processing results corresponding to other data to be processed to obtain a sorting result of the data processing results;

A sorting result sending module, configured to send the sorting result to the terminal.

The apparatus shown in FIG. 6 may execute the method of the embodiment shown in FIG. 1 to FIG. 3 . For parts not described in detail in this embodiment, reference may be made to the related description of the embodiment shown in FIG. 1 to FIG. 3 . For the execution process and technical effects of the technical solution, refer to the descriptions in the embodiments shown in FIG. 1 to FIG. 3 , which will not be repeated here.

FIG. 7 is a schematic structural diagram of an embodiment of a data processing apparatus provided by an embodiment of the present disclosure. As shown in FIG. 7 , the apparatus 700 includes: a request sending module 701, a processing result receiving module 702, a to-be-processed data generating module 703, and a processing result obtaining module module 704 and display module 705. in,

A request sending module 701, configured to send a data processing request to the server;

A processing result receiving module 702, configured to receive multiple first processing result intervals sent by the server and data processing results corresponding to the multiple first processing result intervals;

a data to be processed generating module 703, configured to generate data to be processed;

A processing result obtaining module 704, configured to obtain data corresponding to the data to be processed according to the data to be processed, the plurality of first processing result intervals, and the data processing results corresponding to the plurality of first processing result intervals process result;

The display module 705 is configured to display the data processing result corresponding to the data to be processed.

Further, the data processing apparatus 700 further includes:

a data sending module to be processed, configured to send the data to be processed to the server;

The sorting result receiving module is configured to receive the sorting result of the data processing result of the data to be processed sent by the server.

The apparatus shown in FIG. 7 may execute the method of the embodiment shown in FIG. 4 . For parts not described in detail in this embodiment, reference may be made to the related description of the embodiment shown in FIG. 4 . For the execution process and technical effect of the technical solution, refer to the description in the embodiment shown in FIG. 4 , which will not be repeated here.

Referring next to FIG. 8 , it shows a schematic structural diagram of an electronic device 800 suitable for implementing an embodiment of the present disclosure. Terminal devices in the embodiments of the present disclosure may include, but are not limited to, such as mobile phones, notebook computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablets), PMPs (portable multimedia players), vehicle-mounted terminals (eg, mobile terminals such as in-vehicle navigation terminals), etc., and stationary terminals such as digital TVs, desktop computers, and the like. The electronic device shown in FIG. 8 is only an example, and should not impose any limitation on the function and scope of use of the embodiments of the present disclosure.

As shown in FIG. 8 , an electronic device 800 may include a processing device (eg, a central processing unit, a graphics processor, etc.) 801 that may be loaded into random access according to a program stored in a read only memory (ROM) 802 or from a storage device 808 Various appropriate actions and processes are executed by the programs in the memory (RAM) 803 . In the RAM 803, various programs and data required for the operation of the electronic device 800 are also stored. The processing device 801, the ROM 802, and the RAM 803 are connected to each other through a bus 804. An input/output (I/O) interface 805 is also connected to bus 804 .

Typically, the following devices may be connected to the I/O interface 805: input devices 806 including, for example, a touch screen, touchpad, keyboard, mouse, camera, microphone, accelerometer, gyroscope, etc.; including, for example, a liquid crystal display (LCD), speakers, vibration An output device 807 of a computer, etc.; a storage device 808 including, for example, a magnetic tape, a hard disk, etc.; and a communication device 809. Communication means 809 may allow electronic device 800 to communicate wirelessly or by wire with other devices to exchange data. While FIG. 8 shows an electronic device 800 having various means, it should be understood that not all of the illustrated means are required to be implemented or provided. More or fewer devices may alternatively be implemented or provided.

In particular, according to embodiments of the present disclosure, the processes described above with reference to the flowcharts may be implemented as computer software programs. For example, embodiments of the present disclosure include a computer program product comprising a computer program carried on a non-transitory computer readable medium, the computer program containing program code for performing the method illustrated in the flowchart. In such an embodiment, the computer program may be downloaded and installed from the network via the communication device 809, or from the storage device 808, or from the ROM 802. When the computer program is executed by the processing apparatus 801, the above-mentioned functions defined in the methods of the embodiments of the present disclosure are executed.

It should be noted that the computer-readable medium mentioned above in the present disclosure may be a computer-readable signal medium or a computer-readable storage medium, or any combination of the above two. The computer-readable storage medium can be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus or device, or a combination of any of the above. More specific examples of computer readable storage media may include, but are not limited to, electrical connections with one or more wires, portable computer disks, hard disks, random access memory (RAM), read only memory (ROM), erasable Programmable read only memory (EPROM or flash memory), fiber optics, portable compact disk read only memory (CD-ROM), optical storage devices, magnetic storage devices, or any suitable combination of the foregoing. In this disclosure, a computer-readable storage medium may be any tangible medium that contains or stores a program that can be used by or in conjunction with an instruction execution system, apparatus, or device. In the present disclosure, however, a computer-readable signal medium may include a data signal propagated in baseband or as part of a carrier wave with computer-readable program code embodied thereon. Such propagated data signals may take a variety of forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination of the foregoing. A computer-readable signal medium can also be any computer-readable medium other than a computer-readable storage medium that can transmit, propagate, or transport the program for use by or in connection with the instruction execution system, apparatus, or device . Program code embodied on a computer readable medium may be transmitted using any suitable medium including, but not limited to, electrical wire, optical fiber cable, RF (radio frequency), etc., or any suitable combination of the foregoing.

In some embodiments, the client and server can use any currently known or future developed network protocol such as HTTP (HyperText Transfer Protocol) to communicate, and can communicate with digital data in any form or medium Communication (eg, a communication network) interconnects. Examples of communication networks include local area networks ("LAN"), wide area networks ("WAN"), the Internet (eg, the Internet), and peer-to-peer networks (eg, ad hoc peer-to-peer networks), as well as any currently known or future development network of.

The above-mentioned computer-readable medium may be included in the above-mentioned electronic device; or may exist alone without being assembled into the electronic device.

The above-mentioned computer-readable medium carries one or more programs, and when the above-mentioned one or more programs are executed by the electronic device, the electronic device: acquires the input image and the first text; extracts the features of the input image to obtain the input image the feature vector of the first text; encode the first text to obtain the feature vector of the first text; obtain the joint feature vector according to the feature vector of the input image and the feature vector of the first text; decode the joint feature vector Generate second text.

Computer program code for performing operations of the present disclosure may be written in one or more programming languages, including but not limited to object-oriented programming languages—such as Java, Smalltalk, C++, and This includes conventional procedural programming languages - such as the "C" language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer, or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any kind of network, including a local area network (LAN) or a wide area network (WAN), or may be connected to an external computer (eg, using an Internet service provider through Internet connection).

The flowchart and block diagrams in the Figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code that contains one or more logical functions for implementing the specified functions executable instructions. It should also be noted that, in some alternative implementations, the functions noted in the blocks may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It is also noted that each block of the block diagrams and/or flowchart illustrations, and combinations of blocks in the block diagrams and/or flowchart illustrations, can be implemented in dedicated hardware-based systems that perform the specified functions or operations , or can be implemented in a combination of dedicated hardware and computer instructions.

The units involved in the embodiments of the present disclosure may be implemented in a software manner, and may also be implemented in a hardware manner. Among them, the name of the unit does not constitute a limitation of the unit itself under certain circumstances.

The functions described herein above may be performed, at least in part, by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: Field Programmable Gate Arrays (FPGAs), Application Specific Integrated Circuits (ASICs), Application Specific Standard Products (ASSPs), Systems on Chips (SOCs), Complex Programmable Logical Devices (CPLDs) and more.

In the context of the present disclosure, a machine-readable medium may be a tangible medium that may contain or store a program for use by or in connection with the instruction execution system, apparatus or device. The machine-readable medium may be a machine-readable signal medium or a machine-readable storage medium. Machine-readable media may include, but are not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices, or devices, or any suitable combination of the foregoing. More specific examples of machine-readable storage media would include one or more wire-based electrical connections, portable computer disks, hard disks, random access memory (RAM), read only memory (ROM), erasable programmable read only memory (EPROM or flash memory), fiber optics, compact disk read only memory (CD-ROM), optical storage, magnetic storage, or any suitable combination of the foregoing.

According to one or more embodiments of the present disclosure, there is provided a data processing method, comprising:

Receive the data processing request sent by the terminal;

generating seed data according to the data processing request;

Send the data processing result to the terminal.

Further, the data processing request includes the identifier of the terminal, and the generating seed data according to the data processing request includes:

Further, the method also includes:

receiving the pending data sent by the terminal;

obtain the seed data;

Further, the method also includes:

Sorting the data processing results corresponding to the data processing results and other data to be processed obtains the sorting results of the data processing results;

Send the sorting result to the terminal.

Send data processing requests to the server;

generate data to be processed;

Further, the method also includes:

sending the data to be processed to the server;

According to one or more embodiments of the present disclosure, there is provided a data processing apparatus, comprising:

a processing result generating module, configured to generate a data processing result according to the seed data and the preset first processing result;

Further, the data processing request includes the identifier of the terminal, and the seed data generation module is also used for:

Further, the processing result generation module is also used for:

Further, the data processing device also includes:

a seed data acquisition module for acquiring the seed data;

Further, the data processing device also includes:

a processing result receiving module, configured to receive a plurality of first processing result intervals sent by the server and data processing results corresponding to the plurality of first processing result intervals;

A pending data generation module for generating pending data;

A second processing result obtaining module, configured to obtain the data corresponding to the data to be processed according to the data to be processed, the plurality of first processing result intervals, and the data processing results corresponding to the plurality of first processing result intervals data processing results;

Further, the data processing device also includes:

According to one or more embodiments of the present disclosure, there is provided an electronic device, comprising: at least one processor; and a memory communicatively connected to the at least one processor; wherein the memory stores data that can be accessed by the at least one processor Instructions executed by at least one processor, the instructions being executed by the at least one processor to enable the at least one processor to perform any one of the data processing methods of the first aspect above.

According to one or more embodiments of the present disclosure, a non-transitory computer-readable storage medium is provided, wherein the non-transitory computer-readable storage medium stores computer instructions for causing a computer to execute the foregoing Any one of the data processing methods in the first aspect.

The above description is merely a preferred embodiment of the present disclosure and an illustration of the technical principles employed. Those skilled in the art should understand that the scope of the disclosure involved in the present disclosure is not limited to the technical solutions formed by the specific combination of the above-mentioned technical features, and should also cover, without departing from the above-mentioned disclosed concept, the technical solutions formed by the above-mentioned technical features or Other technical solutions formed by any combination of its equivalent features. For example, a technical solution is formed by replacing the above-mentioned features with the technical features disclosed in the present disclosure (but not limited to) with similar functions.

Claims

A data processing method, comprising:

Receive the data processing request sent by the terminal;

generating seed data according to the data processing request;

generating a data processing result according to the seed data and a preset first processing result;

Send the data processing result to the terminal.
The data processing method according to claim 1, wherein the data processing request includes an identifier of the terminal, and the generating the seed data according to the data processing request comprises:

The seed data is generated according to the identification of the terminal and the time of the data processing request.
The data processing method according to claim 1, wherein the generating a data processing result according to the seed data and a preset first processing result comprises:

generating a plurality of first processing result intervals according to a plurality of preset first processing results;

A data processing result corresponding to each first processing result interval is generated according to the seed data and the plurality of first processing result intervals.
The data processing method according to claim 3, wherein the generating a plurality of first processing result intervals according to a plurality of preset first processing results comprises:

The preset multiple first processing results are divided into multiple first processing result intervals according to the time points corresponding to the preset multiple first processing results; wherein each first processing result interval includes The minimum first processing result and the maximum first processing result in the first processing result interval.
The data processing method according to claim 4, wherein generating a data processing result corresponding to each first processing result interval according to the seed data and the plurality of first processing result intervals comprises:

The data processing result corresponding to the first processing result interval is calculated according to the seed data and the smallest first processing result and the largest first processing result in the first processing result interval.
The data processing method according to claim 5, wherein the first processing result interval is calculated according to the seed data and the minimum first processing result and the maximum first processing result in the first processing result interval The corresponding data processing results include:

A random number with a size between the minimum first processing result and the maximum first processing result is calculated according to the seed data as the data processing result corresponding to the first processing result interval.
The data processing method according to claim 1, wherein the method further comprises:

receiving the pending data sent by the terminal;

obtain the seed data;

generating a data processing result corresponding to each first processing result interval according to the seed data and the plurality of first processing result intervals;

The data processing result corresponding to the data to be processed is acquired according to the data to be processed and the plurality of first processing result intervals.
The data processing method according to claim 7, wherein the method further comprises:

Sorting the data processing results and the data processing results corresponding to other data to be processed to obtain the sorting results of the data processing results;

Send the sorting result to the terminal.
A data processing method, comprising:

Send data processing requests to the server;

receiving multiple first processing result intervals sent by the server and data processing results corresponding to the multiple first processing result intervals;

generate data to be processed;

Acquiring data processing results corresponding to the data to be processed according to the data to be processed, the plurality of first processing result intervals, and the data processing results corresponding to the plurality of first processing result intervals;

The data processing result corresponding to the data to be processed is displayed.
The data processing method according to claim 9, wherein the method further comprises:

sending the data to be processed to the server;

Receive the sorting result of the data processing results of the data to be processed sent by the server.
A data processing device, comprising:

a request receiving module for receiving a data processing request sent by the terminal;

a seed data generation module for generating seed data according to the data processing request;

a processing result generating module, configured to generate a data processing result according to the seed data and the preset first processing result;

A sending module, configured to send the data processing result to the first terminal.
A data processing device, comprising:

The request sending module is used to send data processing requests to the server;

a processing result receiving module, configured to receive multiple first processing result intervals sent by the server and first processing results corresponding to the multiple first processing result intervals;

A pending data generation module for generating pending data;

A processing result obtaining module, configured to obtain the data processing corresponding to the data to be processed according to the data to be processed, the plurality of first processing result intervals, and the data processing results corresponding to the plurality of first processing result intervals result;

The display module is used for displaying the data processing result corresponding to the data to be processed.
An electronic device comprising:

memory for storing computer-readable instructions; and

A processor for executing the computer-readable instructions such that the processor, when executed, implements the method of any one of claims 1-10.
A non-transitory computer-readable storage medium for storing computer-readable instructions which, when executed by a computer, cause the computer to perform the method of any one of claims 1-10.