CN111723138B - System and method for automatically acquiring data in artificial simulation mode - Google Patents
System and method for automatically acquiring data in artificial simulation mode Download PDFInfo
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- 238000000034 method Methods 0.000 title claims abstract description 22
- 238000004088 simulation Methods 0.000 title description 2
- 238000012545 processing Methods 0.000 claims abstract description 27
- 238000013523 data management Methods 0.000 claims abstract description 14
- 230000006870 function Effects 0.000 claims description 75
- BUGBHKTXTAQXES-UHFFFAOYSA-N Selenium Chemical compound [Se] BUGBHKTXTAQXES-UHFFFAOYSA-N 0.000 claims description 6
- 238000006243 chemical reaction Methods 0.000 claims description 6
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- 208000025174 PANDAS Diseases 0.000 claims description 5
- 208000021155 Paediatric autoimmune neuropsychiatric disorders associated with streptococcal infection Diseases 0.000 claims description 5
- 240000004718 Panda Species 0.000 claims description 5
- 235000016496 Panda oleosa Nutrition 0.000 claims description 5
- 238000012905 input function Methods 0.000 claims description 5
- 238000012216 screening Methods 0.000 claims description 5
- 238000010586 diagram Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000012423 maintenance Methods 0.000 description 1
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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
- G06F16/25—Integrating or interfacing systems involving database management systems
- G06F16/258—Data format conversion from or to a database
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- G—PHYSICS
- 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
- G06F16/22—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, comprising the following steps: the system comprises an automatic login module, an automatic report downloading module, an automatic data uploading module, a date configuration file processing module and a file format processing module based on a preset scripting language. The invention realizes automatic login, downloading, processing and uploading of the data of the report form of the data management system, simplifies the operation flow, advances the data updating time and improves the efficiency; for the prior manual operation on site, 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 that people collect, organize, store, process, propagate, and utilize data, and today, computer performance is improved, and more importantly, large capacity disks are present, storage capacity is greatly increased, and price is reduced. On the basis, the defect of file system management data can be overcome, and the requirement of sharing data by a plurality of users and a plurality of application programs in practical application can be met and solved, so that the data can serve as many application programs as possible, and various data management systems are presented.
However, the current various data management systems have the problem of complex operation. For example, the national body color second-generation data management system requires a manual login system for downloading the report due to the increase of report usage, queries and downloads after finding report input conditions, and manually uploads after processing data, so that the operation is relatively complex, and the accuracy and timeliness of data update cannot be ensured. Therefore, developers and field maintenance personnel need a tool for automatically acquiring data in a simulated manual mode instead of 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 a report form of a data management system, simplify the operation flow, advance the data updating time and improve the efficiency; for the prior manual operation on site, the cost is saved.
The invention aims to achieve the aim, and the aim is achieved by the following technical scheme: a system for automatically acquiring data in a simulated manual manner, comprising: an automatic login module, an automatic report downloading module, an automatic data uploading module, a date configuration file processing module and a file format processing module based on a preset scripting language;
the automatic login module is used for controlling the IE browser to access the specific address, and inputting a password to login in a login page appointed input box after the login page is loaded after the network environment is successfully verified;
the automatic report downloading module is used for reading report dates and judging whether to start downloading the report according to the date configuration file module after logging in the data management system by using a preset script language, and carrying out variable assignment and query downloading operation on a plurality of reports after determining;
the automatic uploading data module is used for judging whether to start uploading data or not by combining with the date configuration file module after the report is downloaded by using a preset script language, and determining that the downloaded data is uploaded in batches;
the date configuration file processing module is used for recording and judging whether to start downloading control files;
the file format processing module is used for uniformly converting all files into csv format by using a preset script language third party library file pandas.
Further, 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 written by using a third party library file selenium of a preset scripting language.
Further, the automatic download report 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 where the element searching function is located, ensuring that the specific element is found after the page loading is completed, and carrying out subsequent operation;
the condition input function is used for modifying screening conditions of the report, wherein the screening conditions comprise dates and types;
the click waiting function is used for forcedly 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 downloading file function is used for judging the downloading format provided by the page after the data loading is completed and selecting the optimal format according to the appointed sequence; if the format is not specified, format conversion is carried out through a file format conversion function of the file format processing module.
Further, the automatic uploading data module comprises an uploading judging function, a database connecting function, a file searching function and an uploading file function;
the uploading judging function is used for judging whether the file name is completely downloaded and whether the file format is consistent;
the connection database function is used for configuring database connection and controlling connection and disconnection of the database;
the file searching function is used for judging whether files to be uploaded exist in the folder, and if so, starting the file uploading function;
and the uploading file function is used for corresponding the data columns in the csv file and the fields in the database one by one to finish the operations of uploading and submitting.
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 download is successful;
and the flag file is used for storing the date after the automatic uploading is successful.
Further, the file format processing module is configured to uniformly convert files with the formats xls, xlsx and xml into csv format by using a preset script language third party library file pandas, and rename the files.
Further, the preset scripting language is Python scripting language.
Correspondingly, the invention also discloses a method for automatically acquiring data in a simulated manual mode, which comprises the following steps: controlling an IE browser to access a specific address, and inputting a password to login page designated input box after the login page is loaded after the network environment is successfully verified;
after logging in the data management system, reading report date and judging whether to start downloading the report by combining with the date configuration file module, and carrying out variable assignment and inquiry downloading operation on a plurality of reports after determining;
after downloading the report, uniformly converting all the downloaded reports into a csv format;
and judging whether to start uploading data, if so, uploading reports which are uniformly converted into csv format in batches.
Further, before the report is downloaded, the method further comprises:
and acquiring the date content in the control.cfg file, comparing with the previous date content, if the date content is consistent with the previous date content, waiting for the preset time, comparing again, if the date content is inconsistent with the preset time, starting to download the report, and modifying the date content in the control.cfg file to be the previous date after the completion of downloading.
Further, before the uploading the file, the method further comprises:
and acquiring the date content in the flag.cfg file, comparing the date content with the previous date content, if the date content is consistent with the previous date content, waiting for the preset time, comparing again, if the date content is inconsistent with the preset time, starting to automatically upload the file, and modifying the date content in the flag.cfg file to be the previous date after the uploading is completed.
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, which utilize a selenium library of a Python script language to operate a browser, simplify the operation flow, advance the data updating time and improve the efficiency; for the former field manual operation, not only is the cost saved, but also the data error caused by the manual operation is avoided.
It can be seen that the present invention has outstanding substantial features and significant advances over the prior art, as well as the benefits of its implementation.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings that are required to be used in the embodiments or the description of the prior art will be briefly described below, and it is obvious that the drawings in the following description are only embodiments of the present invention, and that other drawings can be obtained according to the provided drawings without inventive effort for a person skilled in the art.
FIG. 1 is a system block diagram of the present invention;
FIG. 2 is a schematic diagram of the process of the present invention;
fig. 3 is a schematic flow chart of the present invention.
Detailed Description
The following describes specific embodiments of the present invention with reference to the drawings.
A system for automatically acquiring data in a simulated manual manner as shown in fig. 1, comprising: an automatic login module, an automatic report downloading module, an automatic data uploading module, a date configuration file processing module and a file format processing module based on Python script language.
1. Automatic login module:
and the third party library file selenium for applying the Python script language is used for controlling the IE browser to access the specific address, and inputting a password to login page designated input box after the network environment is successfully verified and the login page is loaded. The method comprises a login function and an interrupt exit function for logging in the data management system, wherein the login function and the interrupt exit function are written by using a third party library file selenium of a preset scripting language.
2. And automatically downloading a report module:
the method comprises the steps of writing an element searching function, a conditional input function, a click waiting function, a data splicing function and a file downloading function by using a third party library file selenium of a Python script language.
The function of searching the element is used for completing searching the specific element of the page, ensuring that the element is found after the page is loaded, and facilitating the subsequent operation.
The function of condition input is that after finding report, it needs to modify the screening condition, such as date, type, etc., and it needs to input or select specific condition to ensure the accuracy of the queried result.
The click wait function functions to prevent the JavaScript script that determines or cannot execute the button from being frequently clicked, requiring waiting for a period of time before clicking or executing.
The function of splicing the data is a very important function of the whole automatic download report module, and has the effect that for some data which is not provided with a download button or data which needs to be clicked to view details, the function can splice the related data together by using the writer function in the csv library, and then the related data can be created and written into the csv file, so that the integrity and the accuracy of the data are ensured.
The function of downloading file is that after the data loading is completed, judging the downloading format provided by the page, selecting the optimal format according to the sequence, if the format is not specified, the file format conversion function of the file format processing module is required to perform format conversion, and the consistency of the file format is ensured.
3. And automatically uploading a data module:
the method comprises the steps of compiling an uploading judging function, connecting a database function, searching a file function and uploading the file function by using a Python script language.
The uploading judging function is used for judging whether the file name is completely downloaded and whether the file format is consistent.
The function of the connection database is to configure the database connection for controlling the connection and disconnection of the database.
The function of searching the file is used for judging whether the corresponding file exists in the folder or not by matching with the function of uploading the file, and uploading is started if the corresponding file exists.
The uploading file function is an important function of the whole automatic uploading data module and is used for corresponding data columns in the csv file and fields in the database one by one to finish uploading and submitting operations.
4. Date profile processing module:
the date profile processing module consists of two parts: part is a control. Cfg file and part is a flag. The control. Cfg file is used for storing the date after the automatic download is successful, and the flag. Cfg file is used for storing the date after the automatic upload is successful. Before the automatic downloading of the report is started, acquiring the date content in the control.cfg file, comparing the date content with yesterday dates, if the date content is consistent with the yesterday dates, waiting for a period of time, comparing the date content again, and if the date content is inconsistent with the yesterday dates, starting to automatically download the report module, and modifying the date content in the control.cfg file to yesterday dates after the completion of downloading, so as to ensure that the operation is continued the next day; before automatic uploading of data starts, the date content in the flag.cfg file is obtained and compared with yesterday dates, if the date content is consistent, the date content is compared again after waiting for a period of time, and if the date content is inconsistent, the automatic uploading of the report module is started, the date content in the flag.cfg file is modified to yesterday after uploading is completed, and the continuous operation in the next day is ensured.
5. File format processing module:
and uniformly converting files with other formats such as xls, xlsx, xml into csv format by using the pandas of the Python script language third-party library file, renaming the files, and ensuring that the uploading file function of the automatic uploading module is correctly performed.
Correspondingly, as shown in fig. 2, the invention also discloses a method for automatically acquiring data in a simulated manual mode, which comprises the following steps:
s1: and controlling the IE browser to access the specific address, and inputting a password to log in a designated input box of the log-in page after the log-in page is loaded after the network environment is successfully verified.
S2: after logging in the data management system, reading report date and judging whether to start downloading the report by combining with the date configuration file module, and carrying out variable assignment and query downloading operation on a plurality of reports after determining.
S3: after the report is downloaded, all the downloaded reports are uniformly converted into csv format.
S4: and judging whether to start uploading data, if so, uploading reports which are uniformly converted into csv format in batches.
In addition, because the date configuration file processing module is arranged in the system, the date configuration file processing module is used for recording and judging whether to start the downloading operation of the control file. The control. Cfg file in the file is used for judging whether the data can be downloaded or not, and the flag. Cfg file is used for judging whether the 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 yesterday date, if the date content is consistent, the comparison is performed again after a period of waiting, 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 be yesterday, so that the next day is ensured to continue to run; before automatic uploading of data starts, the date content in the flag.cfg file is obtained and compared with yesterday dates, if the date content is consistent, the date content is compared again after waiting for a period of time, and if the date content is inconsistent, the automatic uploading of the report module is started, the date content in the flag.cfg file is modified to yesterday after uploading is completed, and the continuous operation in the next day is ensured.
It will be apparent to those skilled in the art that the techniques of embodiments of the present invention may be implemented in software plus a necessary general purpose hardware platform. Based on such understanding, the technical solution in the embodiments of the present invention may be embodied essentially or in a part contributing to the prior art in the form of a software product stored in a storage medium such as a U-disc, a mobile hard disc, a Read-Only Memory (ROM), a random access Memory (RAM, random Access Memory), a magnetic disk or an optical disk, etc. various media capable of storing program codes, including several instructions for causing a computer terminal (which may be a personal computer, a server, or a second terminal, a network terminal, etc.) to execute all or part of the steps of the method described in the embodiments of the present invention. The same or similar parts between the various embodiments in this specification are referred to each other. In particular, for the terminal embodiment, since it is substantially similar to the method embodiment, the description is relatively simple, and reference should be made to the description in the method embodiment for relevant points.
The invention will be further described with reference to the accompanying drawings and specific embodiments. It is to be understood that these examples are illustrative of the present invention and are not intended to limit the scope of the present invention. Further, it will be understood that various changes or modifications may be made by those skilled in the art after reading the teachings of the invention, and such equivalents are intended to fall within the scope of the invention as defined herein.
Claims (10)
1. A system for automatically acquiring data in a simulated manual manner, comprising: an automatic login module, an automatic report downloading module, an automatic data uploading module, a date configuration file processing module and a file format processing module based on a preset scripting language;
the automatic login module is used for controlling the IE browser to access the specific address, and inputting a password to login in a login page appointed input box after the login page is loaded after the network environment is successfully verified;
the automatic report downloading module is used for reading report dates and judging whether to start downloading the report according to the date configuration file module after logging in the data management system by using a preset script language, and carrying out variable assignment and query downloading operation on a plurality of reports after determining;
the automatic uploading data module is used for judging whether to start uploading data or not by combining with the date configuration file module after the report is downloaded by using a preset script language, and determining to upload the downloaded report in batches;
the date configuration file processing module is used for recording and judging whether to start downloading control files;
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 automatically obtaining data in a simulated manual manner 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, wherein the login function and the interrupt exit function are written by using a third party library file selenium of a preset scripting language.
3. The system for automatically acquiring data in a simulated manual manner according to claim 1, wherein the automatic download reporting module comprises an element lookup function, a conditional input function, a click wait function, a data stitching function, and a download file function;
the element searching function is used for searching a specific element of the page where the element searching function is located, ensuring that the specific element is found after the page loading is completed, and carrying out subsequent operation;
the condition input function is used for modifying screening conditions of the report, wherein the screening conditions comprise dates and types;
the click waiting function is used for forcedly 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 downloading file function is used for judging the downloading format provided by the page after the data loading is completed and selecting the optimal format according to the appointed sequence; if the format is not specified, format conversion is carried out through a file format conversion function of the file format processing module.
4. The system for automatically acquiring data in a simulated manual manner according to claim 1, wherein the automatic uploading data module comprises an uploading judging function, a connecting database function, a searching file function and an uploading file function;
the uploading judging function is used for judging whether the file name is completely downloaded and whether the file format is consistent;
the connection database function is used for configuring database connection and controlling connection and disconnection of the database;
the file searching function is used for judging whether files to be uploaded exist in the folder, and if so, starting the file uploading function;
and the uploading file function is used for corresponding the data columns in the csv file and the fields in the database one by one to finish the operations of uploading and submitting.
5. The system for automatically acquiring data in a simulated manual manner according to 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 download is successful;
and the flag file is used for storing the date after the automatic uploading is successful.
6. The system for automatically obtaining data by simulating manual mode according to claim 1, wherein the file format processing module is configured to apply a preset scripting language to a third party library file pandas, uniformly convert files with formats xls, xlsx and xml into csv format, and rename the files.
7. The system for automatically acquiring data in a simulated manual mode according to claim 1, wherein the preset scripting language is Python scripting language.
8. A method for automatically acquiring data in a simulated manual manner, comprising:
controlling an IE browser to access a specific address, and inputting a password to login page designated input box after the login page is loaded after the network environment is successfully verified;
after logging in the data management system, reading report date and judging whether to start downloading the report by combining with the date configuration file module, and carrying out variable assignment and inquiry downloading operation on the report after determining;
after downloading the report, uniformly converting all the downloaded reports into a csv format;
and judging whether to start uploading data, if so, uploading reports which are uniformly converted into csv format in batches.
9. The method for automatically obtaining data in a simulated manual manner according to claim 8, further comprising, prior to said downloading of the report:
and acquiring the date content in the control.cfg file, comparing with the previous date content, if the date content is consistent with the previous date content, waiting for the preset time, comparing again, if the date content is inconsistent with the preset time, starting to download the report, and modifying the date content in the control.cfg file to be the previous date after the completion of downloading.
10. The method for automatically obtaining data in a simulated manual manner according to claim 8, further comprising, prior to said uploading the file:
and acquiring the date content in the flag.cfg file, comparing the date content with the previous date content, if the date content is consistent with the previous date content, waiting for the preset time, comparing again, if the date content is inconsistent with the preset time, starting to automatically upload the file, and modifying the date content in the flag.cfg file to be the previous date after the uploading is completed.
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| CN113282860A (en) * | 2021-05-19 | 2021-08-20 | 广州云从洪荒智能科技有限公司 | Method and device for adding object data in batches |
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| WO2018098596A1 (en) * | 2016-12-03 | 2018-06-07 | Thomas Stachura | Spreadsheet-based software application development |
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