CN110825985B - Data acquisition system, method, device, control equipment and proxy equipment - Google Patents
Data acquisition system, method, device, control equipment and proxy equipment Download PDFInfo
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/02—Network architectures or network communication protocols for network security for separating internal from external traffic, e.g. firewalls
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
- H04L63/1441—Countermeasures against malicious traffic
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- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/02—Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]
Abstract
The embodiment of the application provides a data acquisition system, a data acquisition method, a data acquisition device, a data acquisition control device and a proxy device. The data acquisition system comprises a control device, an agent device and at least one acquisition device; wherein the acquisition device runs at least one application; the control device is used for determining a target application program and target acquisition equipment; according to the equipment control script corresponding to the target application program, controlling the target acquisition equipment to execute interactive operation on the target application program; the target application program is used for responding to the interactive operation and generating a network request; sending the network request to an application server; the proxy equipment is used for intercepting the network request and the network data returned by the application server in response to the network request; and obtaining target acquisition data from the network data. The technical scheme provided by the embodiment of the application realizes the data acquisition of the application program.
Description
Technical Field
The embodiment of the application relates to the technical field of data processing, in particular to a data acquisition system, a data acquisition method, a data acquisition device, control equipment and agent equipment.
Background
The advent of the mobile internet era has promoted the development of APP (application), and hundreds of millions of network data generated by the mobile internet every day are mostly carried by mobile applications.
In many practical application scenarios, there is a need to collect network data of an application program, for example, an application program test scenario, that is, whether the application program can run normally needs to be determined according to the network data of the application program.
Because the application programs are usually based on the local operating system of the mobile device and developed by using a native program, for example, using a native component to draw a UI (User Interface), network requests of the application programs and the backend server are often only opened in the application programs, so that network data cannot be collected in a traditional manner by acquiring URL (Uniform Resource Locator ) addresses.
Disclosure of Invention
The embodiment of the application provides a data acquisition system, a method, a device, control equipment and proxy equipment, which are used for solving the technical problem that data acquisition cannot be performed on an application program in the prior art.
In a first aspect, an embodiment of the present application provides a data acquisition system, including a control device, an agent device, and at least one acquisition device; wherein the acquisition device runs at least one application;
The control device is used for determining a target application program and target acquisition equipment; according to the equipment control script corresponding to the target application program, controlling the target acquisition equipment to execute interactive operation on the target application program;
the target application program is used for responding to the interactive operation and generating a network request; sending the network request to an application server;
the proxy equipment is used for intercepting the network request and the network data returned by the application server in response to the network request; and obtaining target acquisition data from the network data.
In a second aspect, an embodiment of the present application provides a data acquisition method, including:
determining a target application program and target acquisition equipment;
according to the equipment control script corresponding to the target application program, controlling the target acquisition equipment to execute interactive operation on the target application program so as to facilitate the response of the target application program to the interactive operation, generating a network request and sending the network request to an application server; the network data corresponding to the network request is intercepted by the proxy equipment and target acquisition data is obtained from the proxy equipment.
In a third aspect, an embodiment of the present application provides a data acquisition method, including:
Intercepting a network request sent by a target application program; wherein the network request is generated for the target application in response to an interactive operation; the interactive operation is to control the target acquisition equipment to execute the target application program according to the equipment control script; the target application program runs in the target acquisition equipment;
intercepting network data returned by the application server in response to the network request;
and obtaining target acquisition data from the network data.
In a fourth aspect, in an embodiment of the present application, there is provided a data acquisition device, including:
the determining module is used for determining a target application program and target acquisition equipment;
the operation simulation module is used for controlling the target acquisition equipment to execute interactive operation on the target application program according to the equipment control script corresponding to the target application program so as to facilitate the response of the target application program to the interactive operation, generating a network request and sending the network request to an application server; the network data corresponding to the network request is intercepted by the proxy equipment and target acquisition data is obtained from the proxy equipment.
In a fifth aspect, in an embodiment of the present application, there is provided a data acquisition device, including:
The request interception module is used for intercepting a network request sent by a target application program; wherein the network request is generated for the target application in response to an interactive operation; the interactive operation is to control the target acquisition equipment to execute the target application program according to the equipment control script; the target application program runs in the target acquisition equipment;
the data interception module is used for intercepting network data returned by the application server in response to the network request;
and the data acquisition module is used for acquiring target acquisition data from the network data.
In a sixth aspect, in an embodiment of the present application, there is provided a control device, including a processing component and a storage component;
the storage component stores one or more computer instructions; the one or more computer instructions are to be invoked for execution by the processing component;
the processing assembly is configured to:
determining a target application program and target acquisition equipment;
according to the equipment control script corresponding to the target application program, controlling the target acquisition equipment to execute interactive operation on the target application program so as to facilitate the response of the target application program to the interactive operation, generating a network request and sending the network request to an application server; the network data corresponding to the network request is intercepted by the proxy equipment and target acquisition data is obtained from the proxy equipment.
In a seventh aspect, an embodiment of the present application provides a proxy device, including a processing component and a storage component;
the storage component stores one or more computer instructions; the one or more computer instructions are to be invoked for execution by the processing component;
the processing assembly is configured to:
intercepting a network request sent by a target application program; wherein the network request is generated for the target application in response to an interactive operation; the interactive operation is to control the target acquisition equipment to execute the target application program according to the equipment control script; the target application program runs in the target acquisition equipment;
intercepting network data returned by the application server in response to the network request;
and obtaining target acquisition data from the network data.
The data acquisition system in the embodiment of the application comprises a control device, an agent device and at least one acquisition device for running an application program, wherein after the control device determines a target application program and the target acquisition device, the control device controls the target acquisition device to execute interactive operation on the target application program according to a device control script corresponding to the target application program; the target application program is used for responding to the interactive operation and generating a network request; sending the network request to an application server; and the proxy equipment intercepts the network request and the network data returned by the application server in response to the network request, and can acquire target acquisition data from the network data. The embodiment of the application realizes the data acquisition of the application program.
These and other aspects of the present application will be more readily apparent from the following description of the embodiments.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, a brief description will be given below of the drawings that are needed in the embodiments or the prior art descriptions, and it is obvious that the drawings in the following description are some embodiments of the present application, and that other drawings can be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a schematic diagram illustrating the structure of one embodiment of a data acquisition system provided herein;
FIG. 2 is a schematic diagram of a data acquisition system according to another embodiment of the present application;
FIG. 3 illustrates a flow chart of one embodiment of a data acquisition method provided herein;
FIG. 4 is a flow chart illustrating yet another embodiment of a data acquisition method provided herein;
FIG. 5 is a schematic diagram illustrating the construction of one embodiment of a data acquisition device provided herein;
FIG. 6 is a schematic diagram illustrating one embodiment of a control device provided herein;
FIG. 7 is a schematic structural view of a further embodiment of a data acquisition device provided herein;
fig. 8 is a schematic structural diagram of another embodiment of a proxy device provided in the present application.
Detailed Description
In order to enable those skilled in the art to better understand the present application, the following description will make clear and complete descriptions of the technical solutions in the embodiments of the present application with reference to the accompanying drawings in the embodiments of the present application.
In some of the flows described in the specification and claims of this application and in the foregoing figures, a number of operations are included that occur in a particular order, but it should be understood that the operations may be performed in other than the order in which they occur or in parallel, that the order of operations such as 101, 102, etc. is merely for distinguishing between the various operations, and that the order of execution is not by itself represented by any order of execution. In addition, the flows may include more or fewer operations, and the operations may be performed sequentially or in parallel. It should be noted that, the descriptions of "first" and "second" herein are used to distinguish different messages, devices, modules, etc., and do not represent a sequence, and are not limited to the "first" and the "second" being different types.
The technical scheme of the embodiment of the Application is suitable for Application scenes needing data acquisition of Application programs (APP), such as Application program test scenes.
Because the current application program is usually developed based on the local operating system of the mobile device and using a native program, a large number of UI (User Interface) display modes of the application program are that data is acquired through a back-end data Interface, and then the data is assembled into an Interface display through native components of the local operating system instead of adopting a conventional HTML (HyperText Markup Language ) page form, wherein the native components refer to a programmable Interface drawing module provided by the local operating system, and Interface frameworks provided by different operating systems are completely different and mutually incompatible. The HTTP (HyperText Transfer Protocol ) requests of the application and the application server are often only opened by the application itself, and the corresponding URL (Uniform Resource Locator ) address includes verification information, and if the application is opened or replayed by a common browser, the verification fails, that is, each URL address can be used only once and cannot be replayed, so in this case, network data of the application cannot be collected by the conventional collection manner of URL address capturing data.
In order to collect network data of application programs, the inventor provides a technical scheme of the application through a series of researches, and in the embodiment of the application, a data collection system is composed of a control device, a proxy device and at least one collection device, wherein each collection device is used for installing and running at least one application program. The control device can control the acquisition device to simulate the operation behavior of a user, and realize the execution of interactive operation on the application program in the acquisition device, so that the application program in the acquisition device can generate a corresponding network request and send the corresponding network request to the application server, and the proxy device can intercept the network request, so that the network data returned by the application server in response to the network request can be intercepted and obtained, and the target acquisition data can be obtained from the network data. According to the embodiment of the application program, the application program is automatically controlled by simulating the real operation behavior of the application program, the network data returned by the back-end application server corresponding to the application program is intercepted through the proxy equipment, the target acquisition data can be obtained from the network data, and the purpose of network data acquisition of the application program is achieved.
The following description of the embodiments of the present application will be made clearly and fully with reference to the accompanying drawings, in which it is evident that the embodiments described are only some, but not all, of the embodiments of the present application. All other embodiments, which can be made by those skilled in the art based on the embodiments herein without making any inventive effort, are intended to be within the scope of the present application.
Fig. 1 is a schematic structural diagram of an embodiment of a data acquisition system provided in an embodiment of the present application, where the system may include a control device 101, a proxy device 102, and at least one acquisition device 103, where each acquisition device 103 may have at least one application installed and running therein.
The control device 101 is configured to determine a target application program and a corresponding target acquisition device 103; according to the device control script corresponding to the target application program, controlling the target acquisition device 103 to execute interactive operation on the target application program;
the target application program is used for responding to the interactive operation, generating a network request and sending the network request to an application server;
the proxy device 102 is configured to intercept the network request and the network data returned by the application server in response to the network request, and obtain target acquisition data from the network data.
In practical applications, the application program in the embodiments of the present application may refer to a client application installed and running in a mobile device, and the like. The application may be developed based on the mobile operating system of the mobile device, drawing a UI interface through native components, and so on. For mobile devices, the mobile operating system may include Android, iOS, windows, for example. Of course, the present application is not limited to such applications, but may be applied to the data system of the embodiment of the present application for web-apps (web page applications) or Hybrid-apps (mixed mode applications) that use HTML pages to present network data.
The acquisition device in the embodiment of the application can be a mobile device provided with a mobile operating system or a computing device running a corresponding simulator of the mobile operating system.
The mobile device configured with the mobile operating system may refer to a real physical device such as a mobile phone, a tablet computer, and the like.
Because some application programs are not bound with the hardware of the mobile device, the application programs can be run through a simulator of the mobile operating system, and the simulator can be an Android system for the mobile operating system, for example, a simulator provided by Google authorities or a simulator provided by a third party, such as Genymotion, and the like, so as to avoid the hardware purchasing cost required by building the entity device, the simulation can be run on a platform, such as Linux, mac, windows, and one host can run a plurality of simulators, so that the existing server can be reused, and the purchasing cost of the entity device can be reduced.
Thus, the at least one acquisition device in the embodiments of the present application may include a mobile device configured with a mobile operating system or a computing device running a corresponding simulator of the mobile operating system.
The control device 101 serves as an integrated control platform, which can realize remote management of the at least one acquisition device 103. In order to achieve remote management, the control device 101 may achieve control of the at least one acquisition device 103 by means of a commissioning tool, which may be an ADB (Android Debug Bridge, android fault commissioning) tool, for example, when the acquisition device is an Android device.
In some embodiments, the data acquisition system may include an acquisition device, i.e., a target acquisition device, that installs and runs the target application. The data acquisition system is used for realizing data acquisition of the target application program.
In addition, in order to reduce the cost of system construction, there may be a need for data collection of a plurality of different applications in practical application, or a need for data collection of a plurality of different or identical applications at the same time, so the data collection system may include a plurality of collection devices, where each collection device may be installed and run at least one application, and for a collection device that is a computing device, it may run a plurality of simulators, each simulator may run one application. Thus, as yet another embodiment, the target application may be any application currently pending, and the target acquisition device may refer to any acquisition device that installs and runs the target application. Of course, the control device may implement control operations for multiple target applications at the same time, and the control procedures are the same, so a portion of the description herein will be presented by taking one application as an example.
The device control script can be a shell batch script or a bat batch script, and the control device can remotely control the target acquisition device through the debugging tool to simulate user operation on the target application program, namely to execute interactive operation on the target application program, so as to automatically trigger the application program to initiate a network request. The interaction may include, for example, startup, shutdown, button clicks, page turning, etc. The target application program responds to the interactive operations, namely, a corresponding network request can be generated and sent to an application server corresponding to the application program.
The proxy device is used as an intermediate proxy layer, and can intercept a network request, the network request can reach the proxy device first, the proxy device records the network request and then forwards the network request to the application server, so that the application server responds to network data returned by the network request and can also intercept the network data by the proxy device, the proxy device returns the network data to an application program and obtains copy data of the network data, and the target acquisition data is obtained by screening from the copy data of the network data. The interception technology is the same as the prior art, and is not described herein.
According to the method and the device, the target application program is automatically controlled by simulating the real operation behavior of the target application program, network data returned by the application server corresponding to the target application program is intercepted through the proxy equipment, the target acquisition data can be obtained from the network data, and the purpose of network data acquisition is achieved.
Fig. 2 is a physical structure diagram of a data acquisition system in one practical application of the embodiment of the present application, where a control device may be formed by one or more servers, at least one acquisition device may include a real mobile device or a computing device of an operation modeler, and a proxy device may be formed by one or proxy servers.
In an actual application, the at least one collection device may be an Android device, that is, the operating system is Android, an application program operated by each collection device is developed based on the Android system, and the control device may implement a control operation on the at least one collection device through the ADB.
Of course, the embodiment of the application is not limited to data collection of application programs developed based on the Android system, and application programs developed based on other mobile operating systems are also applicable.
In some embodiments, the device control script corresponding to the target application may be used to control all possible interactions performed on the target application to trigger various network requests.
To obtain the target acquisition data, the proxy device may filter the intercepted network requests to determine network requests that meet the filtering rules.
Therefore, the proxy equipment can also be used for screening the network requests according to the filtering rules corresponding to the target application program to determine the network requests conforming to the filtering rules;
the proxy equipment obtains target acquisition data from the network data, specifically obtains target acquisition data corresponding to a network request conforming to the filtering rule from the network data.
The filtering rule can be set according to the requirements of the acquisition service, and can be written according to regular expressions, acquisition equipment names, URL parameters and other modes.
The filtering rules can be configured by the control device and issued to the proxy device, which manages the filtering rules.
Thus, in some embodiments, the control device may be further configured to configure the filter rules of the target application based on a rule configuration request; and transmitting the filtering rule to the proxy equipment.
Furthermore, in some embodiments, the control device may be further configured to update the filtering rules of the target application based on a rule update request; and issuing the updated filtering rules to the proxy equipment.
Wherein the rule configuration request or rule update request is triggered by the user for the target application.
In addition, the control device can set task trigger conditions for different application programs, and if any application program meets the task trigger conditions, the acquisition task can be triggered.
Therefore, in some embodiments, the control device determines that the target application program and the target acquisition device may be acquisition tasks that meet the task trigger conditions of different application programs according to the task trigger conditions of the different application programs; and determining a target application program and target acquisition equipment corresponding to the acquisition task.
The task trigger condition may refer to, for example, trigger time, and the acquisition tasks of different application programs may be periodically triggered, so that the task trigger condition may refer to a trigger period or the like. And if any application program meets the task triggering condition, triggering the acquisition task, wherein the application program meeting the task triggering condition is the target application program. The acquisition task also defines a target application program and a target acquisition device for running the target application program.
Optionally, in some embodiments, the controlling, by the control device, according to a device control script corresponding to the target application, the performing, by the target acquisition device, an interactive operation on the target application may include: executing the acquisition task and acquiring an equipment control script corresponding to the acquisition task;
and controlling the target acquisition equipment to execute interactive operation on the target application program according to the equipment control script.
If the acquisition tasks meeting the task triggering conditions comprise a plurality of acquisition tasks, the technical scheme of the embodiment of the application can be executed aiming at each acquisition task.
Of course, the acquisition task with the higher priority may be selected to be executed preferentially according to the priority of the acquisition task.
Therefore, the control device may specifically determine, according to the task trigger conditions of different application programs, at least one acquisition task that meets the respective task trigger conditions, and trigger the acquisition task with the highest priority among the at least one acquisition task.
The acquisition task priority can be determined according to service requirements of different application programs, for example, in an application program test scene, the application program which is successfully tested can be issued, the acquisition task priority can be set according to the issuing time, and the like.
The device control script can realize all interactive operations aiming at the target application program, and can be set according to the acquisition requirement of the target acquisition data.
Because the network request of the application program is often related to the context, optionally, the device control script can realize all the interactive operations of the target application program, and the proxy device screens and obtains the network request conforming to the filtering rule based on the filtering rule, so as to obtain the target acquisition data, and the filtering rule can be set according to the target acquisition data required to be acquired according to the acquisition requirement.
The device control script may be a shell batch script, and various interactive operations of the target application program can be remotely controlled based on the device control script through a debugging tool, so that for convenience of understanding, an implementation sample of the device control script is listed below:
it should be noted that the implementation example is only for facilitating understanding of the device control script, the device control script in practical application may be more complex than the implementation example, and in the implementation example, only several possible interactions are listed, for example, cleaning an application program, starting an application program, opening a search interface, contents of a list form, switching an input method, inputting a keyword, searching, recovering an input method, closing an application program, etc., and the implementation example should not be taken as a limitation to the device control script in the embodiment of the present application.
The task trigger conditions of different application programs and corresponding device control scripts can be preset and updated.
Thus, in some embodiments, the control device may further set a task trigger condition of the target application based on the task configuration request; the task configuration request is triggered by a user and can include an application identifier, a task trigger condition and the like.
The control device may also determine a device control script for the target application, etc., based on the script configuration request. The script configuration request is triggered by the user and may include an application identification, the device control script, and the like.
The control device may also update the task trigger condition of the target application based on the task update request; the task update request is triggered by the user and may include an application identifier, a task update requirement, a task trigger condition after update, and the like.
The control device may also update the device control script of the target application, etc., based on the script update request. The script update request is triggered by the user and may include an application identification and script update requirements or device control scripts after the update, etc.
In addition, to facilitate monitoring of the device status of the target acquisition device, and to improve the operation and maintenance efficiency, in some embodiments, the control device may be further configured to monitor the device status of the target acquisition device and output the device status.
The device state may include, but is not limited to, a hardware state of the target acquisition device, such as a disk space, an electric quantity, etc., a software system state, such as an application installation number, etc., a target application state, such as whether to start up normally, whether to run normally, etc.
After the equipment state is obtained, the equipment state can be output, so that a user can confirm whether equipment faults, fault reasons and the like exist or not based on the equipment state, and accordingly maintenance and the like can be performed in time, and the operation and maintenance efficiency is improved.
The device status may be output in a visual chart or legend, etc., which is not particularly limited in this application.
Optionally, in some embodiments, the control device may also be configured to monitor a device status of the target acquisition device; judging whether the target acquisition equipment fails or not based on the equipment state; if the target acquisition equipment fails, outputting failure prompt information, so that a user can maintain the acquisition equipment according to the failure prompt information, and the like.
The control device may output the device status to the user device, so as to facilitate the user to view.
Of course, the control device may also be configured with a display component to display the device status for viewing by the user.
Because the acquisition device is often at a remote end, and the user cannot search for the interaction effect on site, in order to facilitate the debugging process for the user, in some embodiments, the control device may be further configured to acquire visual interface data of the target acquisition device, and display the visual interface data.
Through the visual interface data, a user can search the interactive effect generated by the response of the target application program in the target acquisition equipment to the interactive operation.
The control device may in particular present visual interface data at its display component,
in addition, the control device can realize other remote control on the acquisition device.
In some embodiments, the control device is further configured to install the target application in the target acquisition device.
The control device may be configured to install the target application program in the target acquisition device after determining the target application program corresponding to the acquisition task and the target acquisition device.
The target acquisition equipment can be combined with idle resources of different acquisition equipment to determine, and any acquisition equipment with more idle resources can be selected as the target acquisition equipment for installing the target application program.
Of course, the control device may also install the target application program in the target acquisition device in advance based on the installation request, and the correspondence between the target application program and the target acquisition device is established in advance.
Furthermore, the control device is further configured to uninstall the target application in the target acquisition device;
alternatively, the control device may offload the target application from the target acquisition device based on an offload request.
The control device can realize remote control of the target acquisition device through the debugging tool, and the target acquisition device is controlled to install or uninstall the target application program.
In addition, in some embodiments, the control device is further configured to set network configuration information of the target acquisition device;
alternatively, the control device may set the network configuration information of the target acquisition device after the target application program is installed in the target acquisition device, so that the target application program may operate normally.
The network configuration information may include, for example, an IP address, a subnet mask, a gateway address, etc., so that the target acquisition device may connect to the network.
In addition, in some embodiments, the control device may further restart the operating system of the target acquisition device to implement remote control of the target acquisition device.
In some embodiments, the proxy device may be further configured to send the target collected data to a processing end after performing data cleansing.
The data cleaning of the target acquisition data may refer to, for example, retaining specific field data in the target acquisition data.
Corresponding to the data acquisition system described in fig. 1 or fig. 2, the embodiment of the present application further provides a data acquisition method, as shown in fig. 3, where the method may include the following steps:
301: and determining a target application program and a target acquisition device.
The technical scheme of the embodiment is executed by control equipment of a data acquisition system.
302: according to the equipment control script corresponding to the target application program, controlling the target acquisition equipment to execute interactive operation on the target application program so as to facilitate the response of the target application program to the interactive operation, generating a network request and sending the network request to an application server; the network data corresponding to the network request is intercepted by the proxy equipment and target acquisition data is obtained from the proxy equipment.
The control operation of the target acquisition device can be realized through a debugging tool, for example, when the target acquisition device is an Android device, the debugging tool can be an ADB, and the control of the target acquisition device can be realized through the ADB, including the installation, the unloading, the opening and closing, the simulated click operation, the network configuration and the like of the target application program.
According to the embodiment of the application, the target application program is automatically controlled by simulating the real operation behavior of the target application program, the network data returned by the application server corresponding to the target application program can be intercepted through the proxy equipment, the target acquisition data can be obtained from the network data, and the purpose of network data acquisition is achieved.
In some embodiments, before the determining the target application and the target acquisition device, the method may further include:
configuring a filtering rule of the target application program based on a rule configuration request;
and transmitting the filtering rule to the proxy equipment so that the proxy equipment can screen the network request sent by the target application program based on the filtering rule.
In certain embodiments, the method may further comprise:
Updating the filtering rule of the target application program based on the rule updating request;
and issuing the updated filtering rules to the proxy equipment.
Wherein the rule configuration request or rule update request is triggered by the user for the target application.
In some embodiments, the determining the target application and the target acquisition device may include:
triggering acquisition tasks meeting the task triggering conditions of different application programs according to the task triggering conditions of the different application programs;
and determining a target application program and target acquisition equipment corresponding to the acquisition task.
In some embodiments, the triggering the acquisition task meeting the task trigger condition according to the task trigger condition of different application programs includes:
according to task trigger conditions of different application programs, determining at least one acquisition task meeting respective task trigger conditions;
triggering the acquisition task with the highest priority in the at least one acquisition task.
The task trigger condition may refer to, for example, a trigger time, and if the trigger time corresponding to any application program is reached, the acquisition task may be triggered.
In some embodiments, the controlling the target collection device to perform the interactive operation on the target application according to the device control script corresponding to the target application may include:
Executing the acquisition task and acquiring an equipment control script corresponding to the acquisition task;
and controlling the target acquisition equipment to execute interactive operation on the target application program according to the equipment control script.
The task trigger conditions of different application programs and corresponding device control scripts can be preset and updated.
Thus, in certain embodiments, the method may further comprise:
setting a task trigger condition of the target application program based on a task configuration request; the task configuration request is triggered by a user and can include an application identifier, a task trigger condition and the like.
Determining a device control script of the target application program, and the like, based on the script configuration request. The script configuration request is triggered by the user and may include an application identification, the device control script, and the like.
In addition, the task trigger condition of the target application program can be updated based on the task update request; the task update request is triggered by the user and may include an application identifier, a task update requirement, a task trigger condition after update, and the like.
In addition, the device control script of the target application program and the like may be updated based on the script update request. The script update request is triggered by the user and may include an application identification and script update requirements or device control scripts after the update, etc.
In addition, to facilitate monitoring the device status of the target acquisition device and improve the operation and maintenance efficiency, in some embodiments, the method may further include:
and monitoring the equipment state of the target acquisition equipment and outputting the equipment state.
The device state may include, but is not limited to, a hardware state of the target acquisition device, such as a disk space, an electric quantity, etc., a software system state, such as an application installation number, etc., a target application state, such as whether to start up normally, whether to run normally, etc.
Because the acquisition device is often located at a remote location, the user cannot find the interactive effect on site, thus, to facilitate the user in performing the debugging process, in some embodiments, the method may further comprise:
visual interface data of the target acquisition equipment are acquired;
and displaying the visual interface data.
In some embodiments, after the determining the target application and the target acquisition device, the method further comprises:
installing the target application in the target acquisition device;
and setting network configuration information of the target acquisition equipment so as to run the target application program.
Optionally, the target acquisition device may be determined by combining the idle resources of different acquisition devices, and any acquisition device with more idle resources may be selected as the target acquisition device for installing the target application.
Because the target application program needs to establish network connection with the application server, the target acquisition equipment is enabled to access the network by setting network configuration information, so that normal operation and the like of the target application program can be included.
In addition, the target acquisition device can be controlled to uninstall the target application program and the like.
Fig. 4 is a flowchart of another embodiment of a data collection method provided in the embodiment of the present application, where the technical solution of the present embodiment is executed by a proxy device in a data collection system, and the method may include the following steps:
401: and intercepting a network request sent by the target application program.
Wherein the network request is generated for the target application in response to an interactive operation; the interactive operation is to control the target acquisition equipment to execute the target application program according to the equipment control script; the target application program runs in the target acquisition device.
402: and intercepting the network data returned by the application server in response to the network request.
403: and obtaining target acquisition data from the network data.
After intercepting the network request, the proxy device sends the network request to the application server. The application server responds to the network data returned by the network request, and can also intercept the network data by the existing proxy equipment, the proxy equipment returns the network data to the application program, and obtains the copy data of the network data, and specifically, the target acquisition data is obtained by screening the copy data of the network data.
In some embodiments, after intercepting the network request sent by the target application, the method may further include:
screening the network requests according to the filtering rules corresponding to the target application program, and determining the network requests conforming to the filtering rules; wherein the filtering rule is configured by the control device and issued to the proxy device.
The obtaining target acquisition data from the network data may include:
and acquiring target acquisition data corresponding to the network request conforming to the filtering rule from the network data.
The filtering rule can be specifically set according to the requirement of the collected service.
In certain embodiments, the method may further comprise:
and after the target acquisition data are subjected to data cleaning, sending the target acquisition data to a processing end.
The data cleaning of the target collected data may refer to, for example, retaining specific field data in the target collected data, or retaining specific data that is successfully verified, such as data verification, on the target collected data, and the like, and then the retained data is sent to the processing end.
Fig. 5 is a schematic structural diagram of an embodiment of a data acquisition device according to an embodiment of the present application, where the device may include:
A determining module 501, configured to determine a target application program and a target acquisition device;
the operation simulation module 502 is configured to control, according to an equipment control script corresponding to the target application program, the target acquisition equipment to perform an interactive operation on the target application program, so that the target application program responds to the interactive operation, generate a network request, and send the network request to an application server; the network data corresponding to the network request is intercepted by the proxy equipment and target acquisition data is obtained from the proxy equipment.
In some embodiments, the determining module may be specifically configured to trigger, according to task trigger conditions of different application programs, an acquisition task that meets the task trigger conditions thereof;
and determining a target application program and target acquisition equipment corresponding to the acquisition task.
In some embodiments, the determining module may determine, according to task trigger conditions of different application programs, at least one acquisition task that meets the task trigger conditions of the different application programs, where the acquisition task that meets the task trigger conditions of the different application programs may specifically be a task trigger condition of the different application programs; triggering the acquisition task with the highest priority in the at least one acquisition task.
In some embodiments, the operation simulation module is specifically configured to execute the acquisition task, and obtain an equipment control script corresponding to the acquisition task; and controlling the target acquisition equipment to execute interactive operation on the target application program according to the equipment control script.
In some embodiments, the apparatus may further comprise:
and the monitoring module is used for monitoring the equipment state of the target acquisition equipment and outputting the equipment state.
In some embodiments, the apparatus may further comprise:
the interface synchronization module is used for acquiring visual interface data of the target acquisition equipment; and displaying the visual interface data.
In some embodiments, the apparatus may further comprise:
the rule configuration module is used for configuring the filtering rule of the target application program based on the rule configuration request; and transmitting the filtering rule to the proxy equipment so that the proxy equipment can screen the network request sent by the target application program based on the filtering rule.
In some embodiments, the rule configuration module is further configured to update the filter rules of the target application based on a rule update request; and issuing the updated filtering rules to the proxy equipment.
In some embodiments, the apparatus may further comprise:
the remote control module is used for installing the target application program in the target acquisition equipment; setting the network configuration information of the target acquisition equipment so that the target application program and the application server establish network connection.
Optionally, the remote control module may be further configured to uninstall the target application in the target acquisition device.
The data acquisition device shown in fig. 5 may perform the data acquisition method described in the embodiment shown in fig. 3, and the data acquisition device shown in fig. 5 may be configured in the control device shown in fig. 1 or fig. 2, so that the implementation principle and technical effects will not be repeated.
In one possible design, the data acquisition device of the embodiment shown in fig. 5 may be implemented as a control device, as shown in fig. 1 or fig. 2, and as shown in fig. 6, the control device may include a storage component 601 and a processing component 602;
the storage component 601 includes one or more computer instructions, wherein the one or more computer instructions are invoked for execution by the processing component 602.
The processing component 602 is configured to:
determining a target application program and target acquisition equipment;
According to the equipment control script corresponding to the target application program, controlling the target acquisition equipment to execute interactive operation on the target application program so as to facilitate the response of the target application program to the interactive operation, generating a network request and sending the network request to an application server; the network data corresponding to the network request is intercepted by the proxy equipment and target acquisition data is obtained from the proxy equipment.
Wherein the processing component 602 may include one or more processors to execute computer instructions to perform all or part of the steps of the methods described above. Of course, the processing component may also be implemented as one or more Application Specific Integrated Circuits (ASICs), digital Signal Processors (DSPs), digital Signal Processing Devices (DSPDs), programmable Logic Devices (PLDs), field Programmable Gate Arrays (FPGAs), controllers, microcontrollers, microprocessors or other electronic elements for executing the methods described above.
The storage component 601 is configured to store various types of data to support operations at the terminal. The memory component may be implemented by any type or combination of volatile or nonvolatile memory devices such as Static Random Access Memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic or optical disk.
In addition, the control device may further include a display assembly;
the processing component may also monitor the device status of the target acquisition device and output the device status via the display component.
In addition, the processing component can also acquire visual interface data of the target acquisition equipment; and displaying the visual interface data through the display component.
The display component may be an Electroluminescent (EL) element, a liquid crystal display or a micro display having a similar structure, or a retina-directly displayable or similar laser scanning type display.
Of course, the control device may naturally also comprise other components, such as input/output interfaces, communication components, etc.
The input/output interface provides an interface between the processing component and a peripheral interface module, which may be an output device, an input device, etc.
The communication component is configured to facilitate wired or wireless communication between the control device and other devices, and the like.
The embodiment of the application further provides a computer readable storage medium, and a computer program is stored, and when the computer program is executed by a computer, the data acquisition method of the embodiment shown in fig. 3 can be realized.
Fig. 7 is a schematic structural diagram of another embodiment of a data acquisition device according to an embodiment of the present application, where the device may include:
a request interception module 701, configured to intercept a network request sent by a target application program; wherein the network request is generated for the target application in response to an interactive operation; the interactive operation is to control the target acquisition equipment to execute the target application program according to the equipment control script; the target application program runs in the target acquisition equipment;
the data interception module 702 is configured to intercept network data returned by the application server in response to the network request;
a data acquisition module 703, configured to obtain target acquisition data from the network data.
In some embodiments, the apparatus may further comprise:
the request filtering module is used for screening the network requests according to the filtering rules corresponding to the target application program and determining the network requests conforming to the filtering rules;
the slave data acquisition module is specifically configured to acquire target acquisition data corresponding to a network request conforming to the filtering rule from the network data.
In some embodiments, the apparatus may further comprise:
And the data sending module is used for sending the target acquisition data to the processing end after data cleaning.
The data acquisition device shown in fig. 7 may perform the data acquisition method described in the embodiment shown in fig. 4, and the data acquisition device shown in fig. 7 may be configured in the proxy device shown in fig. 1 or fig. 2, so that the implementation principle and technical effects will not be repeated.
In one possible design, the data acquisition device of the embodiment shown in fig. 7 may be implemented as a control device, such as the proxy device shown in fig. 1 or fig. 2, which may include a storage component 801 and a processing component 802, as shown in fig. 8;
the storage component 801 includes one or more computer instructions, wherein the one or more computer instructions are invoked for execution by the processing component 802.
The processing component 802 is configured to:
intercepting a network request sent by a target application program; wherein the network request is generated for the target application in response to an interactive operation; the interactive operation is to control the target acquisition equipment to execute the target application program according to the equipment control script; the target application program runs in the target acquisition equipment;
intercepting network data returned by the application server in response to the network request;
And obtaining target acquisition data from the network data.
Wherein the processing component 802 may include one or more processors to execute computer instructions to perform all or part of the steps in the methods described above. Of course, the processing component may also be implemented as one or more Application Specific Integrated Circuits (ASICs), digital Signal Processors (DSPs), digital Signal Processing Devices (DSPDs), programmable Logic Devices (PLDs), field Programmable Gate Arrays (FPGAs), controllers, microcontrollers, microprocessors or other electronic elements for executing the methods described above.
The storage component 801 is configured to store various types of data to support operations at the terminal. The memory component may be implemented by any type or combination of volatile or nonvolatile memory devices such as Static Random Access Memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic or optical disk.
Of course, the proxy device may naturally also include other components, such as input/output interfaces, communication components, etc.
The input/output interface provides an interface between the processing component and a peripheral interface module, which may be an output device, an input device, etc.
The communication component is configured to facilitate wired or wireless communication between the control device and other devices, and the like.
The embodiment of the application further provides a computer readable storage medium, and a computer program is stored, and when the computer program is executed by a computer, the data acquisition method of the embodiment shown in fig. 4 can be realized.
It will be clear to those skilled in the art that, for convenience and brevity of description, specific working procedures of the above-described systems, apparatuses and units may refer to corresponding procedures in the foregoing method embodiments, which are not repeated herein.
The apparatus embodiments described above are merely illustrative, wherein the elements illustrated as separate elements may or may not be physically separate, and the elements shown as elements may or may not be physical elements, may be located in one place, or may be distributed over a plurality of network elements. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment. Those of ordinary skill in the art will understand and implement the present invention without undue burden.
From the above description of the embodiments, it will be apparent to those skilled in the art that the embodiments may be implemented by means of software plus necessary general hardware platforms, or of course may be implemented by means of hardware. Based on this understanding, the foregoing technical solution may be embodied essentially or in a part contributing to the prior art in the form of a software product, which may be stored in a computer readable storage medium, such as ROM/RAM, a magnetic disk, an optical disk, etc., including several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the method described in the respective embodiments or some parts of the embodiments.
Finally, it should be noted that: the above embodiments are only for illustrating the technical solution of the present application, and are not limiting thereof; although the present application has been described in detail with reference to the foregoing embodiments, it should be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit and scope of the corresponding technical solutions.
Claims (17)
1. The data acquisition system is characterized by comprising a control device, an agent device and at least one acquisition device; wherein the acquisition device runs at least one application;
the control device is used for determining a target application program and target acquisition equipment; according to the equipment control script corresponding to the target application program, controlling the target acquisition equipment to execute interactive operation on the target application program;
the target application program is used for responding to the interactive operation and generating a network request; sending the network request to an application server;
the proxy equipment is used for intercepting the network request and the network data returned by the application server in response to the network request; acquiring target acquisition data from the network data;
the control device determining the target application program and the target acquisition device comprises: triggering acquisition tasks meeting the task triggering conditions of different application programs according to the task triggering conditions of the different application programs; and determining a target application program and target acquisition equipment corresponding to the acquisition task.
2. The system of claim 1, wherein the proxy device is further configured to screen the network request according to a filtering rule corresponding to the target application program, and determine a network request that meets the filtering rule;
The proxy device obtains target acquisition data from the network data specifically: and acquiring target acquisition data corresponding to the network request conforming to the filtering rule from the network data.
3. The system of claim 1, wherein the acquisition device is a mobile device that configures a mobile operating system or a computing device that runs a corresponding simulator of the mobile operating system.
4. A method of data acquisition, comprising:
determining a target application program and target acquisition equipment;
according to the equipment control script corresponding to the target application program, controlling the target acquisition equipment to execute interactive operation on the target application program so as to facilitate the response of the target application program to the interactive operation, generating a network request and sending the network request to an application server; the network data corresponding to the network request is intercepted by the proxy equipment and target acquisition data is obtained from the proxy equipment;
the determining the target application program and the target acquisition device comprise: triggering acquisition tasks meeting the task triggering conditions of different application programs according to the task triggering conditions of the different application programs; and determining a target application program and target acquisition equipment corresponding to the acquisition task.
5. The method according to claim 4, wherein triggering the acquisition task satisfying the task trigger condition according to the task trigger condition of the different application programs comprises:
according to task trigger conditions of different application programs, determining at least one acquisition task meeting respective task trigger conditions;
triggering the acquisition task with the highest priority in the at least one acquisition task.
6. The method of claim 4, wherein controlling the target acquisition device to perform the interactive operation on the target application according to the device control script corresponding to the target application comprises:
executing the acquisition task and acquiring an equipment control script corresponding to the acquisition task;
and controlling the target acquisition equipment to execute interactive operation on the target application program according to the equipment control script.
7. The method as recited in claim 4, further comprising:
and monitoring the equipment state of the target acquisition equipment and outputting the equipment state.
8. The method as recited in claim 4, further comprising:
visual interface data of the target acquisition equipment are acquired;
And displaying the visual interface data.
9. The method of claim 4, wherein after the determining the target application and the target acquisition device, the method further comprises:
installing the target application in the target acquisition device;
setting network configuration information of the target acquisition equipment.
10. The method of claim 4, wherein prior to the determining the target application and the target acquisition device, the method further comprises:
configuring a filtering rule of the target application program based on a rule configuration request;
and transmitting the filtering rule to the proxy equipment so that the proxy equipment can screen the network request sent by the target application program based on the filtering rule.
11. The method as recited in claim 10, further comprising:
updating the filtering rule of the target application program based on the rule updating request;
and issuing the updated filtering rules to the proxy equipment.
12. A method of data acquisition, comprising:
intercepting a network request sent by a target application program; wherein the network request is generated for the target application in response to an interactive operation; the interactive operation is that the control equipment controls the target acquisition equipment to execute the target application program according to the equipment control script; the target application program runs in the target acquisition equipment; the target application program and the target acquisition device are determined by the control device, and the control device determining the target application program and the target acquisition device comprises: triggering acquisition tasks meeting the task triggering conditions of different application programs according to the task triggering conditions of the different application programs; determining a target application program and target acquisition equipment corresponding to the acquisition task;
Intercepting network data returned by an application server in response to the network request;
and obtaining target acquisition data from the network data.
13. The method of claim 12, wherein after intercepting the network request sent by the target application, the method further comprises:
screening the network requests according to the filtering rules corresponding to the target application program, and determining the network requests conforming to the filtering rules;
the obtaining target acquisition data from the network data comprises:
and acquiring target acquisition data corresponding to the network request conforming to the filtering rule from the network data.
14. A data acquisition device, comprising:
the determining module is used for determining a target application program and target acquisition equipment;
the operation simulation module is used for controlling the target acquisition equipment to execute interactive operation on the target application program according to the equipment control script corresponding to the target application program so as to facilitate the response of the target application program to the interactive operation, generating a network request and sending the network request to an application server; the network data corresponding to the network request is intercepted by the proxy equipment and target acquisition data is obtained from the proxy equipment;
The determining module is specifically configured to trigger an acquisition task meeting the task triggering conditions of different application programs according to the task triggering conditions of the different application programs, and determine a target application program and a target acquisition device corresponding to the acquisition task.
15. A data acquisition device, comprising:
the request interception module is used for intercepting a network request sent by a target application program; wherein the network request is generated for the target application in response to an interactive operation; the interactive operation is that the control equipment controls the target acquisition equipment to execute the target application program according to the equipment control script; the target application program runs in the target acquisition equipment; the target application program and the target acquisition device are determined by the control device, and the control device determining the target application program and the target acquisition device comprises: triggering acquisition tasks meeting the task triggering conditions of different application programs according to the task triggering conditions of the different application programs; determining a target application program and target acquisition equipment corresponding to the acquisition task;
the data interception module is used for intercepting network data returned by the application server in response to the network request;
And the data acquisition module is used for acquiring target acquisition data from the network data.
16. A control device comprising a processing component and a storage component;
the storage component stores one or more computer instructions; the one or more computer instructions are to be invoked for execution by the processing component;
the processing assembly is configured to:
determining a target application program and target acquisition equipment;
according to the equipment control script corresponding to the target application program, controlling the target acquisition equipment to execute interactive operation on the target application program so as to facilitate the response of the target application program to the interactive operation, generating a network request and sending the network request to an application server; the network data corresponding to the network request is intercepted by the proxy equipment and target acquisition data is obtained from the proxy equipment;
determining the target application and the target acquisition device comprises: triggering acquisition tasks meeting the task triggering conditions of different application programs according to the task triggering conditions of the different application programs; and determining a target application program and target acquisition equipment corresponding to the acquisition task.
17. A proxy device comprising a processing component and a storage component;
The storage component stores one or more computer instructions; the one or more computer instructions are to be invoked for execution by the processing component;
the processing assembly is configured to:
intercepting a network request sent by a target application program; wherein the network request is generated for the target application in response to an interactive operation; the interactive operation is that the control equipment controls the target acquisition equipment to execute the target application program according to the equipment control script; the target application program runs in the target acquisition equipment; the target application program and the target acquisition device are determined by the control device, and the control device determining the target application program and the target acquisition device comprises: triggering acquisition tasks meeting the task triggering conditions of different application programs according to the task triggering conditions of the different application programs; determining a target application program and target acquisition equipment corresponding to the acquisition task;
intercepting network data returned by an application server in response to the network request;
and obtaining target acquisition data from the network data.
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| CN112987943B (en) * | 2021-03-10 | 2023-03-14 | 江西航智信息技术有限公司 | Cloud architecture system for remotely controlling student mobile terminal input method |
| CN113726770B (en) * | 2021-08-30 | 2023-06-30 | 平安国际融资租赁有限公司 | Data interception method, device, computer equipment and storage medium |
| CN113821423B (en) * | 2021-09-27 | 2023-08-11 | 杭州网易云音乐科技有限公司 | Data acquisition method, device, storage medium and computing equipment |
| CN115277202A (en) * | 2022-07-28 | 2022-11-01 | 四川封面传媒科技有限责任公司 | Automatic data acquisition system and method for android APP |
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