CN114880091A - Data processing method and equipment - Google Patents

Data processing method and equipment Download PDF

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Publication number
CN114880091A
CN114880091A CN202210488330.4A CN202210488330A CN114880091A CN 114880091 A CN114880091 A CN 114880091A CN 202210488330 A CN202210488330 A CN 202210488330A CN 114880091 A CN114880091 A CN 114880091A
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target application
starting
determining
time
page
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CN202210488330.4A
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Inventor
李超
诸佳俊
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Rajax Network Technology Co Ltd
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Rajax Network Technology Co Ltd
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Priority to CN202210488330.4A priority Critical patent/CN114880091A/en
Publication of CN114880091A publication Critical patent/CN114880091A/en
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/48—Program initiating; Program switching, e.g. by interrupt
    • G06F9/4806—Task transfer initiation or dispatching
    • G06F9/4843—Task transfer initiation or dispatching by program, e.g. task dispatcher, supervisor, operating system
    • G06F9/4881—Scheduling strategies for dispatcher, e.g. round robin, multi-level priority queues
    • G06F9/4887—Scheduling strategies for dispatcher, e.g. round robin, multi-level priority queues involving deadlines, e.g. rate based, periodic
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/445—Program loading or initiating
    • G06F9/44505—Configuring for program initiating, e.g. using registry, configuration files

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  • Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Stored Programmes (AREA)

Abstract

The application discloses a data processing method and equipment. The method comprises the following steps: acquiring process creation behavior information aiming at a target application, and determining a first time point of starting the target application according to the process creation behavior information; detecting first page rendering success information of the target application, and determining a second time point of starting the target application according to the first page rendering success information; and determining starting time-consuming data of the target application according to the first time point and the second time point. By adopting the method, the problem of low accuracy of the monitored time-consuming data for starting the application is solved.

Description

Data processing method and equipment
Technical Field
The present application relates to the field of computer processing technologies, and in particular, to a data processing method and device.
Background
With the widespread use of mobile terminals in people's lives, various Applications (APPs) running on mobile terminals are gradually emerging. Not only the functions of the application are focused on, but also the performance of the application is more and more focused on, wherein the application start performance is an important performance index affecting the user experience.
In an existing application start performance analysis scheme, generally, based on a program view of an application, a callback of a first lifecycle of application framework start is used as a start point of application start, and the start point is used to approximate an action of a user clicking an application Icon (APP Icon) to determine start time-consuming data of the application. However, in this solution, the start time consumption data of the application is not determined from the user perspective that can be experienced by the user, and the process of calling back from the user clicking the application icon to the first lifecycle has a considerable influence on the start time consumption perceived by the user. Therefore, the existing startup time-consuming data based on program view monitoring cannot accurately represent the application startup performance of the user view, and it is difficult to provide reliable data support for optimization of application startup.
Therefore, how to accurately monitor the start-up time-consuming data of the application is a problem to be solved.
Disclosure of Invention
The data processing method provided by the embodiment of the application solves the problem that the accuracy of the monitored time-consuming data for starting the application is low.
An embodiment of the present application provides a data processing method, including: acquiring process creation behavior information aiming at a target application, and determining a first time point of starting the target application according to the process creation behavior information; detecting first page rendering success information of the target application, and determining a second time point of starting the target application according to the first page rendering success information; and determining starting time-consuming data of the target application according to the first time point and the second time point.
Optionally, the method further includes: calling a screen recording function of a system camera of the electronic equipment running the target application to enable the electronic equipment to record a starting process image of a starting process of the target application; determining the process creation behavior information according to the starting process image; and/or determining the first page rendering success information according to the starting process image.
Optionally, the determining the process creation behavior information according to the starting process image includes: analyzing a first video frame with the triggered identification of the target application from the starting process image, and using the first video frame as process creation behavior information for representing a process starting to create the target application; the determining a first time point of the target application starting according to the process creation behavior information includes: and taking the time of generating the first video frame as the first time point.
Optionally, the determining, according to the starting process image, the first page rendering success information includes: identifying a second video frame of the first page successfully displayed on a screen of the electronic equipment from the starting process image, and using the second video frame as first page rendering success information for representing that the first page is successfully rendered; the determining a second time point of the target application starting according to the first page rendering success information includes: and taking the time of generating the second video frame as the second time point.
Optionally, the obtaining process creation behavior information for a target application, and determining a first time point at which the target application is started according to the process creation behavior information includes: in response to detecting that the target application is triggered, using information that the target application is triggered as the process creation behavior information; and acquiring the triggered time information of the target application, and taking the time indicated by the triggered time information of the target application as the first time point.
Optionally, the detecting of the first page rendering success information of the target application includes: determining a rendering component of the first page to be rendered, and if the rendering component contains a rendering mark, judging that the rendering of the first page is successful; and determining the first page rendering success information according to the rendering time information of the rendering assembly.
Optionally, the method further includes: and adjusting the starting sequence of the service of the target application according to the starting time-consuming data.
Optionally, the adjusting the starting sequence of the service of the target application according to the time-consuming starting data includes: determining a preposed service of the target application from the services of the target application; and/or determining a first service on which the page frame of the target application is started from the services of the target application; and/or determining a second service loaded in the starting phase of the target application from the services of the target application; and adjusting the starting sequence of at least part of the prepositive service, the first service and the second service according to the starting time-consuming data.
Optionally, the adjusting the starting sequence of the service of the target application according to the time-consuming starting data includes: and according to the hardware information of the electronic equipment loaded with the target application, at least part of services of the target application are started concurrently.
An embodiment of the present application further provides an electronic device, including: a memory, and a processor; the memory is used for storing a computer program, and the computer program is executed by the processor to execute the method provided by the embodiment of the application.
Compared with the prior art, the method has the following advantages:
according to the data processing method, the data processing device and the data processing equipment, the process creation behavior information aiming at the target application is obtained, and the first time point of starting the target application is determined according to the process creation behavior information; detecting first page rendering success information of the target application, and determining a second time point of starting the target application according to the first page rendering success information; and determining starting time-consuming data of the target application according to the first time point and the second time point. The process creation and the successful rendering of the first page of the target application are monitored, the starting time-consuming data of the target application can be accurately determined from the view close to the user, the problem that the accuracy of the starting time-consuming data of the application is low is solved, the experience of the user in using the target application is improved, and meanwhile, reliable data support can be provided for optimization of application starting.
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Fig. 1 is a processing flow chart of a data processing method according to a first embodiment of the present application;
fig. 2 is a schematic diagram of a start point and an end point of an application start phase according to a first embodiment of the present application;
FIG. 3 is a diagram of a data processing apparatus according to a second embodiment of the present application;
fig. 4 is a schematic diagram of an electronic device provided in the present application.
Detailed Description
In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present application. This application is capable of implementation in many different ways than those herein set forth and of similar import by those skilled in the art without departing from the spirit of this application and is therefore not limited to the specific implementations disclosed below.
The embodiment of the application provides a data processing method and device, electronic equipment and storage equipment. The following examples are individually set forth.
For ease of understanding, a scenario of the data processing method provided in the embodiment of the present application is first given. The starting of the application is one of the most intuitive experiences for people to use the first impression of the application, and the starting time consumption data of the application is an important index capable of characterizing the starting performance of the application. The application refers to an application program, and particularly to an application program that runs on an electronic device used by a human. Electronic devices used by people include, but are not limited to, mobile terminals such as mobile phones, PADs, smart terminals, etc. The time-consuming data for starting an application determines the waiting time of the user for using the application from the open application, and has an important influence on the decision of whether the user wants to continue using the application. According to the data processing method provided by the embodiment, the process creation of the target application is used as the starting point of starting, the first time point is determined according to the starting point, the rendering success of the first page of the target application is used as the starting end point, the second time point is determined according to the end point, the starting time consumption data of the target application is determined from the perspective of a user, and therefore more reasonable starting performance index data is obtained and is further used for optimizing the starting stage of the target application, and the optimized application starting speed can be closer to the real perceived starting speed of the user.
The data processing method provided in the first embodiment of the present application is described below with reference to fig. 1 and 2. The data processing method shown in fig. 1 includes: step S101 to step S103.
Step S101, acquiring process creation behavior information aiming at a target application, and determining a first time point of starting the target application according to the process creation behavior information;
step S102, detecting first page rendering success information of the target application, and determining a second time point of starting the target application according to the first page rendering success information;
step S103, determining starting time-consuming data of the target application according to the first time point and the second time point.
The process creation behavior is a behavior that triggers creation or creation of a process when an application is started. And the process created by the process creating behavior is a process corresponding to the application. It is understood that the process creation behavior for the target application refers to a behavior that triggers the creation or creation of a process corresponding to the target application when the target application is started. The method comprises the steps that a user triggers used electronic equipment to start a target application to the screen of the electronic equipment, the first page of the target application is successfully displayed, and the target application can be intuitively experienced by the user in a starting stage. The first page can be understood as a first visual page after the target application is started. Responding to the acquired trigger information for starting the target application, and starting a process by an operating system of the electronic equipment; and responding to the success of the rendering of the first page, and successfully displaying interface information of the first page by the screen of the electronic equipment so as to enable the user to use the function of the target application. Therefore, in this embodiment, the process creation behavior for the target application is used as the starting point of the starting stage of the target application, and the successful rendering of the first page is used as the ending point of the starting stage of the target application, so that the starting stage perceived by the user from the perspective can be more accurately characterized, and on this basis, the starting time consumption data of the starting stage calculated according to the respective corresponding time points of the starting point and the ending point is closer to the real body feeling of the user to the target application. One scene in the actual application is a cold start scene, if a certain mobile phone application is opened under the condition that no process corresponding to the application exists in a mobile phone memory, the starting point of the starting stage of the application triggers the mobile phone to create the process of the mobile phone, and the ending point of the starting stage of the application is that the rendering of the first page of the application on the mobile phone screen is successful.
Referring to fig. 2, a schematic diagram of a start point and an end point of an application start phase is shown, including: the start 201 of the application start-up phase is determined and the end 202 of the application start-up phase is determined. In the figure, after the user clicks the AppIcon (i.e., application icon), the operating system performs a series of processes: the method comprises the following steps of establishing a process by a system, distributing a memory by the system, loading an App by the system and activating the App by the system; after the operating system activates the App, the application (i.e., App) begins to perform a series of processes, including: starting App life cycle operation, assembling page frame and rendering landing page; and finishing the starting of the application at the user view angle after the rendering of the landing page is successful. The processing of the operating system and the processing from the activation of the application to the completion of the startup require a certain amount of time. Therefore, the user clicks the AppIcon as the starting point of the application starting phase, and the completion of the App starting from the user perspective is used as the ending point of the starting phase. The point in time when the user clicks on the AppIcon may also be understood as the point in time when the operating system begins the creation process. The completion of App launching from the user perspective can be understood as the point in time when the landing page rendering is successfully completed. Compared with the method that the starting point and the end point of the starting stage are determined based on the program view angle, starting time-consuming data obtained by designing the starting point and the end point from the user view angle are more consistent with the real experience of the user. From the program perspective, the callback of the first lifecycle from program launch and framework launch is generally considered as the starting point.
In actual application, the user triggers and starts the target application, which may be to trigger an application icon, namely the AppIcon, corresponding to the target application, and after the application icon is triggered, the target application is started and a home page of the target application is displayed. The user can trigger and start the target application, or can start the target application by triggering the specific link, so that the landing page corresponding to the specific link is directly displayed after the target application is started. Preferably, the first page is a home page of the target application or a landing page to which a link identifier associated with the target application is linked. The link identifier associated with the target application may be an identifier corresponding to a specific link that can be used for jumping to the target application in other applications, and the landing page is a page loaded corresponding to the specific link. For example, the landing page may be an item detail page, and rendering of the item detail page is completed as the end point of the start-up phase.
The starting time-consuming data of the target application is generally obtained in a performance test scene and is used for performing performance optimization in a starting stage. In one embodiment, a starting process of the target application may be recorded by using an intervening recording technology, that is, a starting process of the target application is recorded by using a screen recording function of an electronic device for starting the target application, and a starting point and/or an end point of a starting stage of the target application is analyzed according to a recorded image, so that starting time-consuming data is determined in a manner of fitting a real use scene of a user. The embodiment specifically includes: calling a screen recording function of a system camera of the electronic equipment running the target application to enable the electronic equipment to record a starting process image of a starting process of the target application; determining the process creation behavior information according to the starting process image; and/or determining the first page rendering success information according to the starting process image. In implementation, a trigger event (e.g., a click event) for an application icon is detected, a screen recording function of a system camera of the electronic device running the target application is triggered and called through the trigger event, specifically, the proxy function or the proxy object is activated, the system camera function is called through the proxy function or the proxy object to record a screen, a starting process of the target application is recorded, the screen recording is finished after the completion of rendering is detected, and a starting process image is generated. Further, the time corresponding to the event can be used as a first time point, the first frame time of the rendered screen display is analyzed from the image in the starting process and used as a second time point, and starting time consumption data is calculated. In another embodiment, a flag may also be set for a position of a program that triggers the creation process and/or the completion of the rendering of the first page, time information may be collected when the set flag is triggered, and the startup time-consuming data may be calculated based on the collected time information.
As described in step S101, a first time point of starting the target application is determined according to the process creation behavior information, that is, a process creation behavior is used as a starting point of the target application starting stage, and a starting time is determined. When the first time point is determined through the screen recording function, determining the process creation behavior information according to the starting process image includes: analyzing a first video frame with the triggered identification of the target application from the starting process image, and using the first video frame as process creation behavior information for representing a process starting to create the target application; the determining a first time point of the target application starting according to the process creation behavior information includes: and taking the time of generating the first video frame as the first time point. The identifier of the target application is triggered, which may be understood as a user triggering an application icon or a user triggering a link identifier for jumping to the target application in another application, and when the identifier is triggered, the system starts to create a process, so that the first video frame may be used as the process creation behavior information. When the first time point is determined by setting a mark acquisition time information for a program position, acquiring process creation behavior information for a target application, and determining the first time point at which the target application is started according to the process creation behavior information includes: in response to detecting that the target application is triggered, using information that the target application is triggered as the process creation behavior information; and acquiring the triggered time information of the target application, and taking the time indicated by the triggered time information of the target application as the first time point.
In step S102, a second time point of starting the target application is determined according to the first page rendering success information, that is, the first page rendering success is used as an end point of the target application starting stage, and an end point time is determined. When the second time point is determined through the screen recording function, determining the first page rendering success information according to the starting process image comprises the following steps: identifying a second video frame of the first page successfully displayed on a screen of the electronic equipment from the starting process image, and using the second video frame as first page rendering success information for representing that the first page is successfully rendered; the determining a second time point of the target application starting according to the first page rendering success information includes: and taking the time of generating the second video frame as the second time point. When the first time point is determined by setting marker acquisition time information for a program position, the detecting first page rendering success information of the target application includes: determining a rendering component of the first page to be rendered, and if the rendering component contains a rendering mark, judging that the rendering of the first page is successful; and determining the first page rendering success information according to the rendering time information of the rendering assembly.
In step S103, time consumption data for starting the target application is calculated. Specifically, the difference value between the second time point and the first time point is used as the starting time-consuming data, so that the time-consuming data which can be intuitively experienced by a visual user when the target application is started is quantized. The starting time-consuming data is starting performance index data of the target application. The starting performance index influences the important index of the user use experience of the target application, performance analysis can be carried out on the starting process of the target application through the index, targeted optimization is carried out, and the method has important significance for improving the user use experience. In this embodiment, the method further includes: and adjusting the starting sequence of the service of the target application according to the starting time-consuming data. In an embodiment, the adjusting the starting sequence of the service of the target application according to the starting time-consuming data includes: determining a preposed service of the target application from the services of the target application; and/or determining a first service on which the page frame of the target application is started from the services of the target application; and/or determining a second service loaded in the starting stage of the target application from the services of the target application; and adjusting the starting sequence of at least part of the prepositive service, the first service and the second service according to the starting time-consuming data. In an embodiment, the adjusting the starting sequence of the service of the target application according to the starting time-consuming data includes: and according to the hardware information of the electronic equipment loaded with the target application, at least part of services of the target application are started concurrently. The function and/or service loaded by the target application in the starting stage can be tailored or specially optimized according to different hardware information, so that the user somatosensory difference in starting cannot be generated aiming at different hardware configurations. The user body feeling refers to the intuitive experience of the user in the starting process. The above embodiments may be combined arbitrarily without conflict.
It should be noted that, in the case of no conflict, the features given in this embodiment and other embodiments of the present application may be combined with each other, and the steps S101 and S102 or similar terms do not limit the steps to be executed sequentially.
By monitoring the process creation and the successful rendering of the first page of the target application, the method provided by the embodiment can accurately determine the starting time-consuming data of the target application from the perspective close to the user, solve the problem of low accuracy of the starting time-consuming data of the application, improve the experience of the user in using the target application, and simultaneously provide reliable data support for optimization of application starting.
Corresponding to the first embodiment, a second embodiment of the present application provides a data processing apparatus, and please refer to the description of the corresponding method embodiment for related parts. Referring to fig. 3, the data processing apparatus shown in the figure includes:
an application start starting point unit 301, configured to acquire process creation behavior information for a target application, and determine a first time point at which the target application is started according to the process creation behavior information;
an application start destination unit 302, configured to detect first page rendering success information of the target application, and determine a second time point when the target application is started according to the first page rendering success information;
a starting time-consuming determining unit 303, configured to determine starting time-consuming data of the target application according to the first time point and the second time point.
Optionally, the apparatus further includes a recording unit, where the recording unit is configured to: calling a screen recording function of a system camera of the electronic equipment running the target application to enable the electronic equipment to record a starting process image of a starting process of the target application; determining the process creation behavior information according to the starting process image; and/or determining the first page rendering success information according to the starting process image.
Optionally, the application start starting point unit 301 is specifically configured to: analyzing a first video frame with the triggered identification of the target application from the starting process image, and using the first video frame as process creation behavior information for representing a process starting to create the target application; and taking the time of generating the first video frame as the first time point.
Optionally, the application start end point unit 302 is specifically configured to: identifying a second video frame of the first page successfully displayed on a screen of the electronic equipment from the starting process image, and using the second video frame as first page rendering success information for representing that the first page is successfully rendered; and taking the time of generating the second video frame as the second time point.
Optionally, the application start starting point unit 301 is specifically configured to: in response to detecting that the target application is triggered, using information that the target application is triggered as the process creation behavior information; and acquiring the triggered time information of the target application, and taking the time indicated by the triggered time information of the target application as the first time point.
Optionally, the application start end point unit 302 is specifically configured to: determining a rendering component of the first page to be rendered, and if the rendering component contains a rendering mark, judging that the rendering of the first page is successful; and determining the first page rendering success information according to the rendering time information of the rendering assembly.
Optionally, the apparatus further includes an optimizing unit, where the optimizing unit is configured to: and adjusting the starting sequence of the service of the target application according to the starting time-consuming data.
Optionally, the optimization unit is specifically configured to: determining a preposed service of the target application from the services of the target application; and/or determining a first service on which the page frame of the target application is started from the services of the target application; and/or determining a second service loaded in the starting stage of the target application from the services of the target application; and adjusting the starting sequence of at least part of the prepositive service, the first service and the second service according to the starting time-consuming data.
Optionally, the optimization unit is specifically configured to: and according to the hardware information of the electronic equipment loaded with the target application, at least part of services of the target application are started concurrently.
Based on the above embodiments, a third embodiment of the present application provides an electronic device, and please refer to the corresponding description of the above embodiments for related parts. Referring to fig. 4, the electronic device shown in the figure includes: a memory 401, and a processor 402; the memory is used for storing a computer program, and the computer program is executed by the processor to execute the method provided by the embodiment of the application.
Based on the foregoing embodiments, a fourth embodiment of the present application provides a storage device, and please refer to the corresponding description of the foregoing embodiments for related parts. The schematic diagram of the storage device is similar to fig. 4. The memory of the storage device stores a computer program, and the computer program is executed by the processor to execute the method provided by the embodiment of the application.
In a typical configuration, an electronic device includes one or more processors (CPUs), input/output interfaces, network interfaces, and memory.
The memory may include forms of volatile memory in a computer readable storage medium, Random Access Memory (RAM) and/or non-volatile memory, such as Read Only Memory (ROM) or flash memory (flash RAM). Memory is an example of a computer-readable storage medium.
1. Computer-readable storage media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), Static Random Access Memory (SRAM), Dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), Read Only Memory (ROM), Electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), Digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices, or any other non-transmission medium that can be used to store information that can be accessed by a computing device.
2. As will be appreciated by one skilled in the art, embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
Although the present application has been described with reference to the preferred embodiments, it is not intended to limit the present application, and those skilled in the art can make variations and modifications without departing from the spirit and scope of the present application, therefore, the scope of the present application should be determined by the claims that follow.

Claims (10)

1. A data processing method, comprising:
acquiring process creation behavior information aiming at a target application, and determining a first time point of starting the target application according to the process creation behavior information;
detecting first page rendering success information of the target application, and determining a second time point of starting the target application according to the first page rendering success information;
and determining starting time-consuming data of the target application according to the first time point and the second time point.
2. The method of claim 1, further comprising:
calling a screen recording function of a system camera of the electronic equipment running the target application to enable the electronic equipment to record a starting process image of a starting process of the target application;
determining the process creation behavior information according to the starting process image; and/or the presence of a gas in the gas,
and determining the first page rendering success information according to the starting process image.
3. The method of claim 2, wherein determining the process creation behavior information from the startup process image comprises:
analyzing a first video frame with the triggered identification of the target application from the starting process image, and using the first video frame as process creation behavior information for representing a process starting to create the target application;
the determining a first time point of the target application starting according to the process creation behavior information includes:
and taking the time of generating the first video frame as the first time point.
4. The method of claim 2, wherein determining the first page rendering success information from the startup process image comprises:
identifying a second video frame of the first page successfully displayed on a screen of the electronic equipment from the starting process image, and using the second video frame as first page rendering success information for representing that the first page is successfully rendered;
the determining a second time point of the target application starting according to the first page rendering success information includes:
and taking the time of generating the second video frame as the second time point.
5. The method of claim 1, wherein the obtaining process creation behavior information for a target application, and determining a first time point of starting the target application according to the process creation behavior information comprises:
in response to detecting that the target application is triggered, using information that the target application is triggered as the process creation behavior information;
and acquiring the triggered time information of the target application, and taking the time indicated by the triggered time information of the target application as the first time point.
6. The method of claim 1, wherein the detecting the first page rendering success information of the target application comprises:
determining a rendering component of the first page to be rendered, and if the rendering component contains a rendering mark, judging that the rendering of the first page is successful;
and determining the first page rendering success information according to the rendering time information of the rendering assembly.
7. The method of claim 1, further comprising:
and adjusting the starting sequence of the service of the target application according to the starting time-consuming data.
8. The method of claim 7, wherein the adjusting the starting sequence of the services of the target application according to the starting time-consuming data comprises:
determining a preposed service of the target application from the services of the target application; and/or the presence of a gas in the gas,
determining a first service on which a page frame of the target application is started from the services of the target application; and/or the presence of a gas in the gas,
determining a second service loaded in a starting stage of the target application from the services of the target application;
and adjusting the starting sequence of at least part of the prepositive service, the first service and the second service according to the starting time-consuming data.
9. The method of claim 7, wherein the adjusting the starting sequence of the services of the target application according to the starting time-consuming data comprises:
and according to the hardware information of the electronic equipment loaded with the target application, at least part of services of the target application are started concurrently.
10. An electronic device, comprising:
a memory, and a processor; the memory is adapted to store a computer program which, when executed by the processor, performs the method of any of claims 1-9.
CN202210488330.4A 2022-05-06 2022-05-06 Data processing method and equipment Pending CN114880091A (en)

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