CN115277202A - Automatic data acquisition system and method for android APP - Google Patents
Automatic data acquisition system and method for android APP Download PDFInfo
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- CN115277202A CN115277202A CN202210896984.0A CN202210896984A CN115277202A CN 115277202 A CN115277202 A CN 115277202A CN 202210896984 A CN202210896984 A CN 202210896984A CN 115277202 A CN115277202 A CN 115277202A
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- 238000000034 method Methods 0.000 title claims abstract description 39
- 238000013515 script Methods 0.000 claims abstract description 40
- 238000012544 monitoring process Methods 0.000 claims description 8
- 238000007405 data analysis Methods 0.000 claims description 7
- 241001178520 Stomatepia mongo Species 0.000 claims description 3
- 238000013480 data collection Methods 0.000 claims 8
- 239000000463 material Substances 0.000 abstract description 2
- 230000003993 interaction Effects 0.000 description 2
- CHBOSHOWERDCMH-UHFFFAOYSA-N 1-chloro-2,2-bis(4-chlorophenyl)ethane Chemical compound C=1C=C(Cl)C=CC=1C(CCl)C1=CC=C(Cl)C=C1 CHBOSHOWERDCMH-UHFFFAOYSA-N 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
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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
- H04L63/30—Network architectures or network communication protocols for network security for supporting lawful interception, monitoring or retaining of communications or communication related information
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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
- H04L63/08—Network architectures or network communication protocols for network security for authentication of entities
- H04L63/0823—Network architectures or network communication protocols for network security for authentication of entities using certificates
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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
- H04L63/30—Network architectures or network communication protocols for network security for supporting lawful interception, monitoring or retaining of communications or communication related information
- H04L63/308—Network architectures or network communication protocols for network security for supporting lawful interception, monitoring or retaining of communications or communication related information retaining data, e.g. retaining successful, unsuccessful communication attempts, internet access, or e-mail, internet telephony, intercept related information or call content
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L69/00—Network arrangements, protocols or services independent of the application payload and not provided for in the other groups of this subclass
- H04L69/22—Parsing or analysis of headers
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Abstract
The invention relates to the technical field of data acquisition, discloses an automatic data acquisition system and method for android APP (application), aims to solve the problems of time consumption, labor consumption and high difficulty of the conventional data acquisition mode of the android APP, and mainly comprises the following steps: connecting the cloud server with a plurality of android devices through an ADB program; the cloud server acquires identity information of the currently connected android device, acquires a data acquisition task according to the identity information, and executes a corresponding automation script according to the data acquisition task; the proxy server starts the proxy module when the cloud server executes the automation script, the proxy module monitors and acquires requests initiated by all android devices in real time, corresponding response data are acquired according to the requests, required data are acquired from the response data, and data landing is carried out on the required data. The method and the device reduce the consumption of manpower and material resources for APP data acquisition, improve the data acquisition efficiency, and are particularly suitable for news data acquisition.
Description
Technical Field
The invention relates to the technical field of data acquisition, in particular to an automatic data acquisition system and method for android APP.
Background
With the development of the mobile internet, netizens rely on mobile phone APPs more and more, and clients are pushed out from various large websites to attract users. At present, mobile phone APP is various in form and complex in content, and is a major difficulty in network public opinion monitoring of a mobile terminal, and data acquisition of a news APP is an important link for public opinion monitoring, and a breakthrough needs to be made. However, as data security and network security are more and more emphasized, the security level of the client of each major website is also higher and higher, automatic acquisition of APP data is difficult to achieve by the conventional packet capturing and reverse APP data acquisition-based scheme, and corresponding programs need to be customized for different APPs, so that time and labor are consumed very much in development, and the application scene requirements of large-scale and large-data APP data acquisition cannot be gradually met.
Disclosure of Invention
The invention aims to solve the problems of time and labor consumption and high difficulty of the existing data acquisition mode of android APP, and provides an automatic data acquisition system and method for the android APP.
The technical scheme adopted by the invention for solving the technical problems is as follows:
in one aspect, an automated data acquisition system for android APP is provided, comprising: the android system comprises a cloud server, a proxy server and a plurality of android devices, wherein the cloud server is connected with each android device through an ADB program;
the cloud server is used for determining the currently connected android device, acquiring the identity information of the currently connected android device, acquiring a data acquisition task according to the identity information, and executing a corresponding automation script according to the data acquisition task, wherein the automation script is used for controlling the android device to execute corresponding operation;
the proxy server is used for starting the proxy module when the cloud server executes the automation script, the proxy module monitors and acquires requests initiated by all android devices in real time, acquires corresponding response data according to the requests, acquires required data from the response data and performs data landing on the data;
the android device is provided with at least one android APP and is used for receiving control of the cloud server and executing corresponding operation on the android APP when the cloud server executes the automation script, receiving monitoring of the proxy server when the operation is executed and sending an initiated request to the proxy server.
Further, the cloud server is specifically configured to:
after the identity information of the currently connected android device is acquired, establishing a process for each android device and simultaneously running all the processes; and in each process, acquiring a data acquisition task according to the identity information of the corresponding android device, and executing an automatic script for controlling the corresponding android device according to the data acquisition task.
Further, after the proxy server starts the proxy module, the method further includes:
the proxy server exposes a monitoring port to the outside, sets a proxy address and a port of the android device connected at present as a server address and a port of the proxy server, and installs a proxy certificate on the android device connected at present.
Further, the cloud server acquires a data acquisition task from a database, a time difference between the last acquisition time corresponding to the data acquisition task and the current time is greater than the acquisition interval time, and the data acquisition task is the data acquisition task with the highest priority or the previous acquisition time corresponding to the same priority.
Further, acquiring the required data from the response data specifically includes:
and performing data analysis on the response data to obtain the required data, wherein the data analysis mode is XPath, CSS or regular expression.
Further, the data is in the form of a mysql database, a mongo database, a redis database, or a kafka database.
Further, the automation script is specifically configured to:
and controlling the android device to install, open and uninstall the android APP, and clicking page elements in the android APP.
On the other hand, an automatic data acquisition method for android APP is provided, which is applied to the automatic data acquisition system for android APP and comprises the following steps:
step 1, connecting a cloud server with a plurality of android devices through an ADB program;
step 2, the cloud server determines the currently connected android device, acquires the identity information of the currently connected android device, acquires a data acquisition task according to the identity information, and executes a corresponding automatic script according to the data acquisition task, wherein the automatic script is used for controlling the android device to execute corresponding operation;
and 3, the proxy server starts a proxy module when the cloud server executes the automation script, the proxy module monitors and acquires requests initiated by all android devices in real time, corresponding response data are acquired according to the requests, required data are acquired from the response data, and data landing is carried out on the required data.
Further, the method specifically comprises:
after the identity information of the currently connected android device is acquired, establishing a process for each android device and simultaneously running all the processes; and in each process, acquiring a data acquisition task according to the identity information of the corresponding android device, and executing an automatic script for controlling the corresponding android device according to the data acquisition task.
Further, the cloud server acquires a data acquisition task from a database, a time difference between the last acquisition time corresponding to the data acquisition task and the current time is greater than the acquisition interval time, and the data acquisition task is the data acquisition task with the highest priority or the previous acquisition time corresponding to the same priority.
The beneficial effects of the invention are: according to the automatic data acquisition system and method for the android APP, the cloud server runs the automatic scripts to control the android devices to execute corresponding operations, and meanwhile, the android APP is subjected to data acquisition when the android devices execute the operations.
Drawings
Fig. 1 is a schematic structural diagram of an automated data acquisition system for android APP according to an embodiment of the present invention;
fig. 2 is a schematic flow chart of an automated data acquisition method for android APP according to an embodiment of the present invention.
Detailed Description
Embodiments of the present invention will be described in detail below with reference to the accompanying drawings.
The invention provides an automatic data acquisition system for android APP, which comprises: the android system comprises a cloud server, a proxy server and a plurality of android devices, wherein the cloud server is connected with each android device through an ADB program; the cloud server is used for determining the currently connected android device, acquiring the identity information of the currently connected android device, acquiring a data acquisition task according to the identity information, and executing a corresponding automation script according to the data acquisition task, wherein the automation script is used for controlling the android device to execute corresponding operation; the proxy server is used for starting the proxy module when the cloud server executes the automation script, the proxy module monitors and acquires requests initiated by all android devices in real time, acquires corresponding response data according to the requests, acquires required data from the response data and performs data landing on the data; the android device is provided with at least one android APP and is used for receiving control of the cloud server and executing corresponding operation on the android APP when the cloud server executes the automation script, receiving monitoring of the proxy server when the operation is executed and sending an initiated request to the proxy server.
The android device and the cloud server are connected, the main program automatically acquires all android devices, an optimal task is acquired from a database according to identity information of the android devices, the automatic script stored in a corresponding position of the cloud server is selected to run according to task parameters, the cloud server can control the android devices to open corresponding operations such as APP opening and page element clicking according to script corresponding rules when executing the automatic script, the android devices are in the operation process, data interaction can be generated between a client side of the APP and a server side, requests and response data are generated, the proxy server can monitor requests of the android devices in real time and intercept useful requests of the APPs, response data are acquired, data analysis is performed on the requests by using a certain technical means, then the analyzed data fall to the ground, and subsequent data application is facilitated.
Examples
The automatic data acquisition system for android APP, as shown in fig. 1, includes: the system comprises a cloud server, a proxy server and a plurality of android devices; the cloud server and the proxy server may be the same server.
Based on the above system, the automatic data acquisition method for android APP, described in this embodiment, as shown in fig. 2, includes the following steps:
step 1, connecting a cloud server with a plurality of android devices through an ADB program;
in this embodiment, if the cloud server and the proxy server are the same server, the server is directly connected with each android device through an ADB program; if the cloud server and the proxy server are not the same server, the proxy server needs to be connected with the cloud server and each android device respectively.
The ADB (Android Debug Bridge) is an Android Debug Bridge, and the Android program can be conveniently debugged in Eclipse through the DDMS through the ADB program.
Step 2, the cloud server determines the currently connected android device, acquires the identity information of the currently connected android device, acquires a data acquisition task according to the identity information, and executes a corresponding automatic script according to the data acquisition task, wherein the automatic script is used for controlling the android device to execute corresponding operation;
specifically, in the embodiment, after the identity information of the currently connected android device is acquired, one process is established for each android device and all the processes are run simultaneously; in each process, a data acquisition task is obtained according to the identity information (such as the equipment number) of the corresponding android equipment, and an automation script for controlling the corresponding android equipment is executed according to the data acquisition task.
In this embodiment, the cloud server obtains a data acquisition task from a database, a time difference between a last acquisition time corresponding to the data acquisition task and a current time is greater than an acquisition interval time, and the data acquisition task is a data acquisition task with a highest priority or a previous acquisition time corresponding to the same priority.
For each process, the currently optimal data acquisition task, that is, the data acquisition task with the acquisition time before the acquisition time when the time difference between the last acquisition time and the current time is outside the acquisition interval time and the priority is highest or the same, is read from the database.
The acquisition interval time can be set according to actual conditions, and the embodiment does not limit the acquisition interval time.
After the data acquisition task is acquired, the automatic script stored in the corresponding position of the cloud server is selected to run according to the task parameters, and the cloud server can control the android device to perform corresponding operations such as installation, unloading, opening of the APP and page element clicking according to the script corresponding rule when executing the automatic script, for example, the android device is controlled to be installed and a news client is opened, and the corresponding page element is clicked in a news client interface, so that the news data of the news client can be acquired.
And 3, the proxy server starts a proxy module when the cloud server executes the automation script, the proxy module monitors and acquires requests initiated by all android devices in real time, acquires corresponding response data according to the requests, acquires required data from the response data and performs data landing on the data.
Specifically, the proxy server exposes the monitoring port to the outside after the proxy module is opened, sets the proxy address and the port of the android device connected at present as the server address and the port of the proxy server, and installs the proxy certificate on the android device connected at present. After the configuration is completed, the agent module can monitor all requests sent by the android device in real time and perform corresponding data processing operation according to different requests and different requirements. The module provides the operations of acquiring a request data packet, acquiring a request header and response data, and extracts required data from the response data according to the encapsulation rule.
And after the agent module obtains the response data, performing data analysis on the response data to obtain the required data, and performing data landing on the required data. In this embodiment, the data parsing manner may be XPath (XML Path Language), CSS (Cascading Style Sheets), or regular expression, and the data ground form may be mysql database, mongo database, redis database, or kafka database.
In summary, according to the automatic data acquisition system and method for android APPs described in this embodiment, after an android device is connected to a cloud server, a main program automatically acquires all the android devices, and establishes a process for each android device, so as to implement multi-process parallelism, each process acquires an optimal task from a database, an automatic script stored in a corresponding position of the cloud server is selected to run according to task parameters, the cloud server can control the android device to perform corresponding operations such as opening the APP and clicking page elements according to script correspondence rules, during an operation process of the android device, a client of the APP can perform data interaction with a server to generate request and response data, the proxy server can monitor requests of the android devices in real time and intercept useful requests of the APP, acquire response data corresponding to the requests, perform data analysis on the response data by using a certain technical means, and then place the analyzed data to facilitate data application. The APP data acquisition flow is simplified by the aid of the method, the automation script is easy to develop, manpower and material resources for APP data acquisition are reduced, and meanwhile, data acquisition efficiency is improved.
Claims (10)
1. An automated data acquisition system for android APP, comprising: the android system comprises a cloud server, a proxy server and a plurality of android devices, wherein the cloud server is connected with each android device through an ADB program;
the cloud server is used for determining the currently connected android device, acquiring the identity information of the currently connected android device, acquiring a data acquisition task according to the identity information, and executing a corresponding automation script according to the data acquisition task, wherein the automation script is used for controlling the android device to execute corresponding operation;
the proxy server is used for starting the proxy module when the cloud server executes the automation script, the proxy module monitors and acquires requests initiated by all android devices in real time, acquires corresponding response data according to the requests, acquires required data from the response data and performs data landing on the data;
the android device is provided with at least one android APP and is used for receiving control of the cloud server and executing corresponding operation on the android APP when the cloud server executes the automation script, receiving monitoring of the proxy server when the operation is executed and sending an initiated request to the proxy server.
2. The automated data acquisition system for android APP of claim 1, the cloud server specifically configured to:
after the identity information of the currently connected android device is acquired, establishing a process for each android device and simultaneously running all the processes; and in each process, acquiring a data acquisition task according to the identity information of the corresponding android device, and executing an automatic script for controlling the corresponding android device according to the data acquisition task.
3. The automated data acquisition system for android APP of claim 1 further comprising, after the proxy server starts a proxy module:
the proxy server exposes a monitoring port to the outside, sets a proxy address and a port of the android device connected at present as a server address and a port of the proxy server, and installs a proxy certificate on the android device connected at present.
4. The automated data acquisition system for android APP of claim 1, wherein the cloud server obtains a data acquisition task from a database, a time difference between a last acquisition time corresponding to the data acquisition task and a current time is greater than an acquisition interval time, and the data acquisition task is a data acquisition task with a highest priority or a previous acquisition time corresponding to the same priority.
5. The automated data acquisition system for android APPs of claim 1, in which obtaining desired data from the response data specifically comprises:
and performing data analysis on the response data to obtain the required data, wherein the data analysis mode is XPath, CSS or regular expression.
6. The automated data collection system for android APPs of claim 1, in which the data floor is in the form of a mysql database, a mongo database, a redis database, or a kafka database.
7. The automated data collection system for android APPs of claim 1, the automation script specifically to:
and controlling the android device to install, open and uninstall the android APP, and clicking page elements in the android APP.
8. An automated data acquisition method for android APP, applied to the automated data acquisition system for android APP as claimed in any one of claims 1 to 7, comprising the steps of:
step 1, connecting a cloud server with a plurality of android devices through an ADB program;
step 2, the cloud server determines the currently connected android device, acquires the identity information of the currently connected android device, acquires a data acquisition task according to the identity information, and executes a corresponding automatic script according to the data acquisition task, wherein the automatic script is used for controlling the android device to execute corresponding operation;
and 3, the proxy server starts a proxy module when the cloud server executes the automation script, the proxy module monitors and acquires requests initiated by all android devices in real time, acquires corresponding response data according to the requests, acquires required data from the response data and performs data landing on the data.
9. The automated data collection method for android APP of claim 8, the method specifically comprising:
after the identity information of the currently connected android device is acquired, establishing a process for each android device and simultaneously running all the processes; and in each process, acquiring a data acquisition task according to the identity information of the corresponding android device, and executing an automatic script for controlling the corresponding android device according to the data acquisition task.
10. The automated data collection method for android APPs of claim 8, wherein the cloud server obtains a data collection task from a database, a time difference between a last collection time corresponding to the data collection task and a current time is greater than a collection interval time, and the data collection task is a data collection task with a highest priority or a previous collection time corresponding to the same priority.
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