CN111723138A - System and method for automatically acquiring data in simulated manual mode - Google Patents
System and method for automatically acquiring data in simulated manual mode Download PDFInfo
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- 238000012545 processing Methods 0.000 claims abstract description 26
- 238000013523 data management Methods 0.000 claims abstract description 15
- 230000006870 function Effects 0.000 claims description 76
- BUGBHKTXTAQXES-UHFFFAOYSA-N Selenium Chemical compound [Se] BUGBHKTXTAQXES-UHFFFAOYSA-N 0.000 claims description 6
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/25—Integrating or interfacing systems involving database management systems
- G06F16/258—Data format conversion from or to a database
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- G—PHYSICS
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- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/22—Indexing; Data structures therefor; Storage structures
- G06F16/2282—Tablespace storage structures; Management thereof
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/23—Updating
Abstract
The invention provides a system and a method for automatically acquiring data by simulating a manual mode, which comprises the following steps: the system comprises an automatic login module based on a preset script language, an automatic report downloading module, an automatic data uploading module, a date configuration file processing module and a file format processing module. The invention realizes automatic login, downloading, processing and uploading of data of the data management system report, simplifies the operation process, advances the data updating time and improves the efficiency; for the manual operation on the spot, the cost is saved.
Description
Technical Field
The invention relates to the technical field of computers, in particular to a system and a method for automatically acquiring data in a simulated manual mode.
Background
Data management is the sum of a series of activities of collecting, organizing, storing, processing, spreading and utilizing data, the performance of a computer is improved at present, and more importantly, a large-capacity magnetic disk appears, the storage capacity is greatly increased, and the price is reduced. On the basis, the data management system can overcome the defects of file system management data, and meet and solve the requirement that a plurality of users and a plurality of application programs share data in practical application, so that the data can serve as many application programs as possible, and various data management systems appear.
However, various data management systems have the problem of complex operation. For example, in the second generation data management system of the national sportsbook, due to the increase of the use of the report, the system is required to be manually logged in for downloading the report, the report is inquired and downloaded after the report input condition is found, and the report is manually uploaded after the data is processed, so that the operation is relatively complex, and the accuracy and timeliness of data updating cannot be ensured. Therefore, a tool for automatically acquiring data in a simulated manual mode is urgently needed by developers and field maintenance personnel to replace manual operation.
Disclosure of Invention
Aiming at the problems, the invention aims to provide a system and a method for automatically acquiring data in a simulated manual mode, which realize automatic login, downloading, processing and uploading of data of a data management system report, simplify the operation process, advance the data updating time and improve the efficiency; for the manual operation on the spot, the cost is saved.
In order to achieve the purpose, the invention is realized by the following technical scheme: a system for automatically acquiring data in a simulated manual manner, comprising: the system comprises an automatic login module based on a preset scripting language, an automatic report downloading module, an automatic data uploading module, a date configuration file processing module and a file format processing module;
the automatic login module is used for controlling the IE browser to access a specific address, and after the network environment is successfully verified and the login page is loaded, a password is input in a specified input box of the login page for login;
the automatic report downloading module is used for reading report dates and judging whether to start to download the reports or not by combining the date configuration file module after logging in the data management system by using a preset script language, and performing variable assignment and query downloading operations on a plurality of reports after determining;
the automatic data uploading module is used for judging whether to upload data or not by combining the date configuration file module after the report is downloaded by using a preset script language, and uploading the downloaded data in batches after the data is determined;
the date configuration file processing module is used for recording and judging whether to start a control file for downloading operation;
and the file format processing module is used for uniformly converting all files into the csv format by using the preset script language third-party library file pandas.
Further, the automatic login module comprises a login function and an interruption exit function which are used for logging in the data management system, and the login function and the interruption exit function are both compiled by using a third party library file (selenium) of a preset scripting language.
Further, the automatic report downloading module comprises an element searching function, a condition input function, a click waiting function, a data splicing function and a file downloading function;
the element searching function is used for searching a specific element of the page, ensuring that the specific element is found after the page is loaded, and performing subsequent operation;
the condition input function is used for modifying the screening conditions of the report, and the screening conditions comprise dates and types;
the click waiting function is used for forcibly waiting for preset time before clicking or executing operation;
the data splicing function is used for splicing the associated data together, and then creating and writing the associated data into the csv file;
the download file function is used for judging the download format provided by the page after the data loading is finished, and selecting the optimal format according to the specified sequence; if the format is not specified, the format conversion is carried out through a file format conversion function of the file format processing module.
Further, the automatic data uploading module comprises an uploading judgment function, a database connection function, a file searching function and an uploading file function;
the uploading judgment function is used for judging whether the file name is completely downloaded and whether the file formats are consistent;
the connection database function is used for configuring database connection and controlling the connection and disconnection of the database;
the file searching function is used for judging whether a file to be uploaded exists in the folder or not, and if so, starting the file uploading function;
and the uploading file function is used for enabling the data columns in the csv file to correspond to the fields in the database one by one so as to finish the uploading and submitting operations.
Further, the date profile processing module comprises a control.cfg file and a flag.cfg file;
the control.cfg file is used for storing the date after the automatic downloading is successful;
and the flag.cfg file is used for storing the date after the automatic uploading is successful.
Further, the file format processing module is used for uniformly converting the files with the formats of xls, xlsx and xml into the csv format by using a preset script language third-party library file pandas, and renaming the files.
Further, the preset script language is a Python script language.
Correspondingly, the invention also discloses a method for automatically acquiring data by simulating a manual mode, which comprises the following steps: controlling the IE browser to access a specific address, and inputting a password to log in a specified input box of a login page after the network environment is successfully verified and the login page is loaded;
after logging in a data management system, reading report dates, judging whether to start downloading the reports or not by combining a date configuration file module, and performing variable assignment and downloading inquiry operations on a plurality of reports after determining;
after the report is downloaded, uniformly converting all the downloaded reports into a csv format;
and judging whether to upload data, if so, uploading the report forms which are uniformly converted into the csv format in batches.
Further, before downloading the report, the method further comprises:
and acquiring the date content in the control.cfg file, comparing the date content with the previous date content, waiting for preset time if the date content is consistent with the previous date content, then comparing again, starting to download the report if the date content is inconsistent with the previous date content, and modifying the date content in the control.cfg file into the previous date after the download is finished.
Further, before uploading the file, the method further comprises:
and acquiring date content in the flag.cfg file, comparing the date content with the previous date content, waiting for preset time if the date content is consistent, comparing again, starting to automatically upload the file if the date content is inconsistent, and modifying the date content in the flag.cfg file into the previous date after uploading is finished.
Compared with the prior art, the invention has the beneficial effects that: the invention provides a system and a method for automatically acquiring data by simulating a manual mode, wherein a browser is operated by using a selenium library of a Python scripting language, so that the operation flow is simplified, the data updating time is shortened, and the efficiency is improved; for the prior field manual operation, the cost is saved, and the data error caused by the manual operation is avoided.
Therefore, compared with the prior art, the invention has prominent substantive features and remarkable progress, and the beneficial effects of the implementation are also obvious.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the provided drawings without creative efforts.
FIG. 1 is a system block diagram of the present invention;
FIG. 2 is a schematic of the process of the present invention;
FIG. 3 is a schematic flow diagram of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made with reference to the accompanying drawings.
A system for simulating manual automatic data acquisition as shown in fig. 1, comprising: the system comprises an automatic login module based on Python scripting language, an automatic report downloading module, an automatic data uploading module, a date configuration file processing module and a file format processing module.
1. An automatic login module:
and the third-party library file selenium used for applying Python scripting language controls the IE browser to enable the IE browser to access a specific address, and after the network environment is successfully verified and the login page is loaded, the password is input in the specified input box of the login page for login. The method comprises a login function and an interruption exit function which are used for logging in a data management system, wherein the login function and the interruption exit function are both compiled by using a third party library file selenium of a preset scripting language.
2. And (3) automatically downloading a report module:
the method comprises an element search function, a condition input function, a click waiting function, a data splicing function and a file downloading function which are compiled by using a third-party library file (selenium) of a Python scripting language.
The function of the element searching function is to complete searching of the specific element of the page, ensure that the element is found after the page is loaded, and facilitate subsequent operations on the element.
The function of the condition input function is that after the report is found, the screening condition, such as the date, the type and other conditions, needs to be modified, and the result of query can be ensured to be accurate only by inputting or selecting specific conditions.
The click wait function is used for preventing the JavaScript script which determines or cannot execute the button from being frequently clicked and waiting for a period of time before clicking or executing.
The data splicing function is a very important function of the whole automatic downloading report module, and has the function that for some data which does not provide a downloading button or needs to click to check detail, the function can splice related data together by using a writer function in the csv library, and then create and write the data into the csv file, so that the integrity and the accuracy of the data are ensured.
The function of downloading the file is that after the data loading is finished, the downloading format provided by the page is judged, the optimal format is selected according to the sequence, if the format is not specified, the file format conversion function of the file format processing module is needed to carry out format conversion, and the consistency of the file format is ensured.
3. The automatic data uploading module:
the method comprises the steps of compiling an uploading judgment function, connecting a database function, searching a file function and uploading the file function by applying a Python scripting language.
The uploading judgment function has the function of judging whether the file name is completely downloaded and whether the file formats are consistent.
The role of the connection database function is to configure database connections for controlling the connection and disconnection of the database.
The function of searching the file is to judge whether the corresponding file exists in the folder or not by matching with the function of uploading the file, and if so, the file is uploaded.
The file uploading function is an important function of the whole automatic data uploading module and is used for enabling data columns in the csv file to correspond to fields in the database one by one and completing uploading and submitting operations.
4. A date profile processing module:
the date profile processing module consists of two parts: cfg files are partly control, cfg files are partly flag. cfg file is used for storing the date after the automatic download is successful, and flag cfg file is used for storing the date after the automatic upload is successful. Before the automatic report downloading starts, the date content in the control.cfg file is obtained and compared with the date of yesterday, if the date content is consistent, the date content is compared again after waiting for a period of time, if the date content is inconsistent, the automatic report downloading module starts, and after the downloading is finished, the date content in the control.cfg file is modified to be yesterday, so that the next day is ensured to continue to run; before the automatic data uploading starts, the date content in the flag.cfg file is obtained and compared with the date of yesterday, if the date content is consistent, the date content is compared again after waiting for a period of time, if the date content is inconsistent, the automatic report module uploading starts, and after the uploading is finished, the date content in the flag.cfg file is modified to be yesterday, so that the next day is ensured to continue to run.
5. A file format processing module:
and uniformly converting files in other formats such as xls, xlsx, xml and the like into csv formats by using a Python script language third-party library file pandas, renaming the files, and ensuring that the function of uploading the files by the automatic uploading module is correctly carried out.
Correspondingly, as shown in fig. 2, the invention also discloses a method for automatically acquiring data by simulating a manual mode, which comprises the following steps:
s1: and controlling the IE browser to access the specific address, and inputting a password for login in a specified input box of a login page after the network environment is successfully verified and the login page is loaded.
S2: after logging in the data management system, reading the report date and judging whether to start downloading the report by combining the date configuration file module, and after determining, carrying out variable assignment and query downloading operation on a plurality of reports.
S3: and after the report is downloaded, uniformly converting all the downloaded reports into the csv format.
S4: and judging whether to upload data, if so, uploading the report forms which are uniformly converted into the csv format in batches.
In addition, the system is internally provided with a date configuration file processing module which is used for recording and judging whether to start the control file of the downloading operation. Cfg files in the file are used for judging whether data can be downloaded or not, and flag cfg files are used for judging whether data can be uploaded or not. As shown in fig. 3, before the automatic report downloading starts, the date content in the control.cfg file is acquired and compared with the date of yesterday, if the date content is consistent, the date content is compared again after waiting for a period of time, if the date content is inconsistent, the automatic report downloading module starts, and after the downloading is completed, the date content in the control.cfg file is modified to yesterday, so that the next day is ensured to continue to run; before the automatic data uploading starts, the date content in the flag.cfg file is obtained and compared with the date of yesterday, if the date content is consistent, the date content is compared again after waiting for a period of time, if the date content is inconsistent, the automatic report module uploading starts, and after the uploading is finished, the date content in the flag.cfg file is modified to be yesterday, so that the next day is ensured to continue to run.
Those skilled in the art will readily appreciate that the techniques of the embodiments of the present invention may be implemented as software plus a required general purpose hardware platform. Based on such understanding, the technical solutions in the embodiments of the present invention may be embodied in the form of a software product, where the computer software product is stored in a storage medium, such as a usb disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and the like, and the storage medium can store program codes, and includes instructions for enabling a computer terminal (which may be a personal computer, a server, or a second terminal, a network terminal, and the like) to perform all or part of the steps of the method in the embodiments of the present invention. The same and similar parts in the various embodiments in this specification may be referred to each other. Especially, for the terminal embodiment, since it is basically similar to the method embodiment, the description is relatively simple, and the relevant points can be referred to the description in the method embodiment.
The invention is further described with reference to the accompanying drawings and specific embodiments. It should be understood that these examples are for illustrative purposes only and are not intended to limit the scope of the present invention. Further, it should be understood that various changes or modifications of the present invention may be made by those skilled in the art after reading the teaching of the present invention, and these equivalents also fall within the scope of the present application.
Claims (10)
1. A system for automatically acquiring data in a simulated manual manner, comprising: the system comprises an automatic login module based on a preset scripting language, an automatic report downloading module, an automatic data uploading module, a date configuration file processing module and a file format processing module;
the automatic login module is used for controlling the IE browser to access a specific address, and after the network environment is successfully verified and the login page is loaded, a password is input in a specified input box of the login page for login;
the automatic report downloading module is used for reading report dates and judging whether to start to download the reports or not by combining the date configuration file module after logging in the data management system by using a preset script language, and performing variable assignment and query downloading operations on a plurality of reports after determining;
the automatic data uploading module is used for judging whether to start uploading data or not by combining the date configuration file module after the report is downloaded by using a preset scripting language, and uploading the downloaded report in batches after the data is determined;
the date configuration file processing module is used for recording and judging whether to start a control file for downloading operation;
and the file format processing module is used for uniformly converting the downloaded report into the csv format by using a preset script language third-party library file pandas.
2. The system for simulating manual mode to automatically acquire data according to claim 1, wherein the automatic login module comprises a login function and an interrupt exit function for logging in the data management system, and the login function and the interrupt exit function are both written by using a third library file selenium of a preset scripting language.
3. The system for automatically acquiring data by simulating manual operation according to claim 1, wherein the automatic report downloading module comprises an element searching function, a condition inputting function, a click waiting function, a data splicing function and a file downloading function;
the element searching function is used for searching a specific element of the page, ensuring that the specific element is found after the page is loaded, and performing subsequent operation;
the condition input function is used for modifying the screening conditions of the report, and the screening conditions comprise dates and types;
the click waiting function is used for forcibly waiting for preset time before clicking or executing operation;
the data splicing function is used for splicing the associated data together, and then creating and writing the associated data into the csv file;
the download file function is used for judging the download format provided by the page after the data loading is finished, and selecting the optimal format according to the specified sequence; if the format is not specified, the format conversion is carried out through a file format conversion function of the file format processing module.
4. The system for automatically acquiring data by simulating a manual mode according to claim 1, wherein the automatic data uploading module comprises an uploading judgment function, a database connection function, a file searching function and a file uploading function;
the uploading judgment function is used for judging whether the file name is completely downloaded and whether the file formats are consistent;
the connection database function is used for configuring database connection and controlling the connection and disconnection of the database;
the file searching function is used for judging whether a file to be uploaded exists in the folder or not, and if so, starting the file uploading function;
and the uploading file function is used for enabling the data columns in the csv file to correspond to the fields in the database one by one so as to finish the uploading and submitting operations.
5. The system for simulating manual automatic data acquisition of claim 1, wherein the date profile processing module comprises a control.cfg file and a flag.cfg file;
the control.cfg file is used for storing the date after the automatic downloading is successful;
and the flag.cfg file is used for storing the date after the automatic uploading is successful.
6. The system for automatically acquiring data by simulating manual operation according to claim 1, wherein the file format processing module is configured to uniformly convert files in formats of xls, xlsx and xml into csv format by using a preset scripting language third-party library file pandas, and rename the files.
7. The system for simulating manual data acquisition according to claim 1, wherein the predetermined scripting language is Python scripting language.
8. A method for automatically acquiring data by simulating a manual mode is characterized by comprising the following steps:
controlling the IE browser to access a specific address, and inputting a password to log in a specified input box of a login page after the network environment is successfully verified and the login page is loaded;
after logging in a data management system, reading the report date, judging whether to start downloading the report by combining a date configuration file module, and performing variable assignment and downloading inquiry operation on the report after determining;
after the report is downloaded, uniformly converting all the downloaded reports into a csv format;
and judging whether to upload data, if so, uploading the report forms which are uniformly converted into the csv format in batches.
9. The method of claim 8, further comprising, prior to downloading the report:
and acquiring the date content in the control.cfg file, comparing the date content with the previous date content, waiting for preset time if the date content is consistent with the previous date content, then comparing again, starting to download the report if the date content is inconsistent with the previous date content, and modifying the date content in the control.cfg file into the previous date after the download is finished.
10. The method for automatically acquiring data in a simulated manual manner according to claim 8, further comprising, before the uploading the file:
and acquiring date content in the flag.cfg file, comparing the date content with the previous date content, waiting for preset time if the date content is consistent, comparing again, starting to automatically upload the file if the date content is inconsistent, and modifying the date content in the flag.cfg file into the previous date after uploading is finished.
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