CN108280056A - A kind of Excel file analytic method - Google Patents

A kind of Excel file analytic method Download PDF

Info

Publication number
CN108280056A
CN108280056A CN201711436088.1A CN201711436088A CN108280056A CN 108280056 A CN108280056 A CN 108280056A CN 201711436088 A CN201711436088 A CN 201711436088A CN 108280056 A CN108280056 A CN 108280056A
Authority
CN
China
Prior art keywords
file
excel file
fileinfo
heading message
target
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201711436088.1A
Other languages
Chinese (zh)
Inventor
安焕龙
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing MetarNet Technologies Co Ltd
Original Assignee
Beijing MetarNet Technologies Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beijing MetarNet Technologies Co Ltd filed Critical Beijing MetarNet Technologies Co Ltd
Priority to CN201711436088.1A priority Critical patent/CN108280056A/en
Publication of CN108280056A publication Critical patent/CN108280056A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/205Parsing
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/258Heading extraction; Automatic titling; Numbering

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)

Abstract

The present invention provides a kind of Excel file analytic method, including:S1 extracts fileinfo, heading message and the content information of target Excel file using Apache POI respectively;Wherein, fileinfo includes at least the unique mark and file name of target Excel file;Heading message includes at least the corresponding row name of unique mark, each column and the corresponding line number of each row name of target Excel file;Content information includes the unique mark of target Excel file, the cell data of each row name respective column and the corresponding line number of each cell data;Fileinfo, heading message and content information are corresponded to typing file information table, heading message table and table of contents information by S2.Excel file is split as three parts and parsed, effectively analyzed Excel file, reduce time cost, improve batch analyzing efficiency by a kind of Excel file analytic method provided by the invention.

Description

A kind of Excel file analytic method
Technical field
The present invention relates to data analytic technique field more particularly to a kind of Excel file analytic methods.
Background technology
Apache POI are provided using cross-platform Java API, the Apache POI of written in Java freely to increase income The function that API reads and writes to Microsoft Office format archives to Java formulas, especially Java Tentative Study of Achievement of Manipulation on Excel solution party Case.Currently, carrying out the main stream approach that parsing has become Excel parsings to Excel file using Apache POI.
However, the batch with more and more Excel files in project imports, for the workload of single Excel processing Also increasing.Excel file is all based on greatly currently based on the Excel analytic methods of Apache POI integrally to carry out, largely Analysis program takes time and effort, and challenge is brought to the parsing of batch Excel file.
Invention content
The present invention is to solve the problems, such as that Excel file analytic method existing in the prior art is time-consuming and laborious, provides one Kind Excel file analytic method.
On the one hand, the present invention proposes a kind of Excel file analytic method, including:S1 is extracted respectively using ApachePOI Fileinfo, heading message and the content information of target Excel file;Wherein, the fileinfo includes at least the target The unique mark and file name of Excel file;The heading message includes at least unique mark of the target Excel file Knowledge, the corresponding row name of each column and the corresponding line number of each row name;The content information includes the target Excel file Unique mark, the cell data of each row name respective column and the corresponding line number of each cell data;S2, by institute Fileinfo, heading message and content information is stated to correspond in typing file information table, heading message table and table of contents information.
Preferably, the fileinfo further includes the file type, file size and file position of the target Excel file At least one of set.
Preferably, the acquisition methods of the corresponding row name of either rank include:Sequence, which is read in the target Excel file, includes The first row cell of data, and it is described any according to preset naming rule and the setting of the row number of any cell The row name of cell column.
Preferably, the file type includes at least:And .xls .xlsx.
Preferably, further include:S3, using the file information table, heading message table and table of contents information to the target Excel file is analyzed.
On the other hand, the present invention proposes a kind of Excel file resolver, including:Information extraction modules, for applying ApachePOI extracts fileinfo, heading message and the content information of target Excel file respectively;Wherein, the fileinfo Including at least the unique mark and file name of the target Excel file;The heading message includes at least the target The corresponding row name of unique mark, each column and the corresponding line number of each row name of Excel file;The content information includes institute State the unique mark of target Excel file, the cell data of each row name respective column and each cell data Corresponding line number;Data input module, for the fileinfo, heading message and content information to be corresponded to typing fileinfo In table, heading message table and table of contents information.
Preferably, the fileinfo further includes the file type, file size and file position of the target Excel file At least one of set.
In another aspect, the present invention proposes a kind of Excel file analyzing device, including:At least one processor;And with institute At least one processor of processor communication connection is stated, wherein:The memory is stored with the journey that can be executed by the processor Sequence instructs, and the processor calls described program instruction to be able to carry out foregoing method.
Another aspect, the present invention propose that a kind of non-transient computer readable storage medium, the non-transient computer are readable Storage medium stores computer instruction, and the computer instruction makes the computer execute foregoing method.
Target Excel file is split as three parts and solved by a kind of Excel file analytic method provided by the invention Analysis, on the basis of having carried out effective analysis to Excel file, reduces time cost, improves batch analyzing efficiency.
Description of the drawings
Fig. 1 is a kind of flow diagram of Excel file analytic method of the specific embodiment of the invention;
Fig. 2 is a kind of structural schematic diagram of Excel file resolver of the specific embodiment of the invention;
Fig. 3 is a kind of structural schematic diagram of Excel file analyzing device of the specific embodiment of the invention.
Specific implementation mode
With reference to the accompanying drawings and examples, the specific implementation mode of the present invention is described in further detail.Implement below Example is not limited to the scope of the present invention for illustrating the present invention.
Fig. 1 is a kind of flow diagram of Excel file analytic method of the specific embodiment of the invention, as shown in Figure 1, one Kind Excel file analytic method, S1 extract fileinfo, the heading message of target Excel file using Apache POI respectively And content information;Wherein, the fileinfo includes at least the unique mark and file name of the target Excel file;Institute It is right including at least the corresponding row name of unique mark, each column of the target Excel file and each row name to state heading message The line number answered;The content information includes the unit of the unique mark of the target Excel file, each row name respective column Lattice data and the corresponding line number of each cell data;S2 corresponds to the fileinfo, heading message and content information In typing file information table, heading message table and table of contents information.
Specifically, Apache POI are the cross-platform Java API freely to increase income using written in Java, application Apache POI can parse Excel file.
It is different from the method that traditional Apache POI integrally parse Excel file.The specific embodiment of the invention In target Excel file is split, target Excel file, which is split as three parts, to be parsed, three parts Correspond to extraction is fileinfo, heading message and the content information of the target Excel file respectively.
Wherein, the fileinfo includes at least the unique mark and file name of the target Excel file.It is described only One mark is the target Excel file corresponding globally unique identifier (globally unique in systems Identifier, GUID), i.e., the exclusive identification code created for the target Excel file by special algorithm.The mesh The unique mark of mark Excel file is also contained in the heading message and content information, for identification the heading message Excel file corresponding with content information.
The heading message includes at least every in the unique mark of the target Excel file, the target Excel file One arranges corresponding row name and the corresponding line number of each row name.Include thus the Excel texts in the heading message The row name of each row and the every position of rows of names in the Excel file, i.e., described right per rows of names in part The line number answered.
The content information includes the unit of the unique mark of the target Excel file, each row name respective column Lattice data and the corresponding line number of each cell data.Include thus in the Excel file in the content information The position of the data of each cell and each cell data in the target Excel file, i.e., it is described each The corresponding row name of cell data and line number.
Fileinfo, heading message and the content information in target Excel file are carried using Apache POI It is corresponding by the fileinfo typing file information table, heading message typing heading message table, content information typing content after taking Information table completes the parsing of the target Excel file.
In the specific embodiment of the invention, target Excel file is split as three parts and is parsed, to Excel texts On the basis of part has carried out effective analysis, reduce time cost, improves batch analyzing efficiency.
Based on above-mentioned specific embodiment, a kind of Excel file analytic method, the fileinfo further includes the target At least one of file type, file size and document location of Excel file.
Specifically, the fileinfo is while the unique mark and file name including the target Excel file, Further comprise at least one of file type, file size and the document location of the target Excel file.
Based on any of the above-described specific embodiment, a kind of Excel file analytic method, the acquisition methods of the corresponding row name of each column Including:Sequence reads the first row cell for including data in the target Excel file, and is advised according to preset name The row name of any cell column is then set with the row number of any cell.
Specifically, the first row cell there are data in the target Excel file is sequentially read, according to the of acquisition The row number of each unit lattice of a line is named the row belonging to each unit lattice using preset naming rule.
For example, it is assumed that 100 column datas in the target Excel file, obtain in the target Excel file that there are data The first row, sequentially read each cell in the first row, column position where cell dynamic splicing table Field name col1, col2 ..., col100, by include data row correspondence be stored in database table, by not data Row are identified with sky.
Based on any of the above-described specific embodiment, a kind of Excel file analytic method, the file type includes at least And .xls .xlsx.
Specifically, the analytic method of the Excel file is implemented for the parsing of above-mentioned file type, and is not limited to This.
Based on any of the above-described specific embodiment, a kind of Excel file analytic method, S3, using the file information table, mark Topic information table and table of contents information analyze the target Excel file.
Specifically, by the application to the file information table, heading message table and table of contents information to the target Excel file is analyzed.In the specific embodiment of the invention, an Excel file parsing is generated into three information tables, right When the target Excel file is analyzed, it is only necessary to be carried from corresponding informance table according to analysis purpose and analysis demand Breath of winning the confidence reduces the access cost of analysis work, improves base without being extracted to demand information from Global Information In the information analysis working efficiency of Excel file.
Based on any of the above-described method specific embodiment, Fig. 2 is a kind of Excel file parsing dress of the specific embodiment of the invention The structural schematic diagram set, as shown in Fig. 2, a kind of Excel file resolver, including information extraction modules 201 and data input Module 202.Wherein, described information extraction module 201, the text for extracting target Excel file respectively using Apache POI Part information, heading message and content information;Wherein, the fileinfo includes at least unique mark of the target Excel file Knowledge and file name;The heading message include at least the target Excel file the corresponding row name of unique mark, each column and The corresponding line number of each row name;The content information includes the unique mark of the target Excel file, each row The cell data and the corresponding line number of each cell data of name respective column;Described information recording module 202, being used for will The fileinfo, heading message and content information correspond in typing file information table, heading message table and table of contents information.
Specifically, Apache POI are the cross-platform Java API freely to increase income using written in Java, application Apache POI can parse Excel file.
It is different from the method that traditional Apache POI integrally parse Excel file.The specific embodiment of the invention In target Excel file is split, target Excel file, which is split as three parts, to be parsed, information extraction modules 201 correspond to fileinfo, heading message and the content information that the target Excel file is extracted in three parts respectively.
Wherein, the fileinfo includes at least the unique mark and file name of the target Excel file.It is described only One mark is the target Excel file corresponding globally unique identifier (globally unique in systems Identifier, GUID), i.e., the exclusive identification code created for the target Excel file by special algorithm.The mesh The unique mark of mark Excel file is also contained in the heading message and content information, for identification the heading message Excel file corresponding with content information.
The heading message includes at least every in the unique mark of the target Excel file, the target Excel file One arranges corresponding row name and the corresponding line number of each row name.Include thus the Excel texts in the heading message The row name of each row and the every position of rows of names in the Excel file, i.e., described right per rows of names in part The line number answered.
The content information includes the unit of the unique mark of the target Excel file, each row name respective column Lattice data and the corresponding line number of each cell data.Include thus in the Excel file in the content information The position of the data of each cell and each cell data in the target Excel file, i.e., it is described each The corresponding row name of cell data and line number.
Information extraction modules 201 application Apache POI in target Excel file fileinfo, heading message and After content information extracts, above- mentioned information is sent to data input module 202.
After described information recording module 202 receives above-mentioned fileinfo, heading message and content information, correspondence will be described Fileinfo typing file information table, heading message typing heading message table, content information typing table of contents information, described in completion The parsing of target Excel file.
In the specific embodiment of the invention, target Excel file is split as three parts and is parsed, to Excel texts On the basis of part has carried out effective analysis, reduce time cost, improves batch analyzing efficiency.
Based on above-mentioned specific embodiment, a kind of Excel file resolver, the fileinfo further includes the target At least one of file type, file size and document location of Excel file.
Specifically, the fileinfo is while the unique mark and file name including the target Excel file, Further comprise at least one of file type, file size and the document location of the target Excel file.
Based on any of the above-described specific embodiment, a kind of Excel file resolver, the acquisition methods of the corresponding row name of each column Including:Sequence reads the first row cell for including data in the target Excel file, and is advised according to preset name The row name of any cell column is then set with the row number of any cell.
Specifically, the first row cell there are data in the target Excel file is sequentially read, according to the of acquisition The row number of each unit lattice of a line is named the row belonging to each unit lattice using preset naming rule.
For example, it is assumed that 100 column datas in the target Excel file, obtain in the target Excel file that there are data The first row, sequentially read each cell in the first row, column position where cell dynamic splicing table Field name col1, col2 ..., col100, by include data row correspondence be stored in database table, by not data Row are identified with sky.Based on any of the above-described specific embodiment, a kind of Excel file resolver, the file type is at least Including .xlsx and .xls.
Specifically, the analytic method of the Excel file is implemented for the parsing of above-mentioned file type, and is not limited to This.
Based on any of the above-described specific embodiment, a kind of Excel file resolver further includes file analyzing module, is used for The target Excel file is analyzed using the file information table, heading message table and table of contents information.The file Analysis module is electrically connected with described information recording module.
Specifically, file analyzing module obtain described information recording module generate file information table, heading message table and Table of contents information, and by the application to the file information table, heading message table and table of contents information to the target Excel File is analyzed.In the specific embodiment of the invention, an Excel file parsing is generated into three information tables, to described When target Excel file is analyzed, it is only necessary to extract letter from corresponding informance table according to analysis purpose and analysis demand Breath reduces the access cost of analysis work, improves and be based on without being extracted to demand information from Global Information The information analysis working efficiency of Excel file.
Fig. 3 is a kind of structural schematic diagram of Excel file analyzing device of the specific embodiment of the invention, as shown in figure 3, should Equipment includes:At least one processor 301;And at least one processor 302 communicated to connect with the processor 301, In:The memory 302 is stored with the program instruction that can be executed by the processor 301, and the processor 301 calls the journey The method that sequence instruction is able to carry out the Excel file parsing that the various embodiments described above are provided, such as including:S1, using Apache POI extracts fileinfo, heading message and the content information of target Excel file respectively;Wherein, the fileinfo at least wraps Include the unique mark and file name of the target Excel file;The heading message includes at least the target Excel file Unique mark, the corresponding row name of each column and the corresponding line number of each row name;The content information includes the target The unique mark of Excel file, the cell data of each row name respective column and each cell data are corresponding Line number;The fileinfo, heading message and content information are corresponded to typing file information table, heading message table and content by S2 In information table.
The embodiment of the present invention also provides a kind of non-transient computer readable storage medium, the non-transient computer readable storage Medium storing computer instructs, which makes computer execute the Excel file parsing side that corresponding embodiment is provided Method, such as including:S1, fileinfo, heading message and the content for extracting target Excel file respectively using Apache POI are believed Breath;Wherein, the fileinfo includes at least the unique mark and file name of the target Excel file;The title letter Unique mark, each column corresponding row name and each row name corresponding line number of the breath including at least the target Excel file; The content information include the unique mark of the target Excel file, the cell data of each row name respective column and The corresponding line number of each cell data;The fileinfo, heading message and content information are corresponded to typing file by S2 In information table, heading message table and table of contents information.
One of ordinary skill in the art will appreciate that:Realize that all or part of step of above method embodiment can pass through The relevant hardware of program instruction is completed, and program above-mentioned can be stored in a computer read/write memory medium, the program When being executed, step including the steps of the foregoing method embodiments is executed;And storage medium above-mentioned includes:ROM, RAM, magnetic disc or light The various media that can store program code such as disk.
Finally, the present processes are only preferable embodiment, are not intended to limit the scope of the present invention.It is all Within the spirit and principles in the present invention, any modification, equivalent replacement, improvement and so on should be included in the protection of the present invention Within the scope of.

Claims (9)

1. a kind of Excel file analytic method, which is characterized in that including:
S1 extracts fileinfo, heading message and the content information of target Excel file using ApachePOI respectively;Wherein, The fileinfo includes at least the unique mark and file name of the target Excel file;The heading message is at least wrapped Include the corresponding row name of unique mark, each column and the corresponding line number of each row name of the target Excel file;The content Information includes the unique mark of the target Excel file, cell data of each row name respective column and each described The corresponding line number of cell data;
The fileinfo, heading message and content information are corresponded to typing file information table, heading message table and content and believed by S2 It ceases in table.
2. according to the method described in claim 1, it is characterized in that, the fileinfo further includes the target Excel file At least one of file type, file size and document location.
3. according to the method described in claim 1, it is characterized in that, the acquisition methods of the corresponding row name of either rank include:
Sequence reads the first row cell for including data in the target Excel file, and is advised according to preset name The row name of any cell column is then set with the row number of any cell.
4. according to the method described in claim 2, it is characterized in that, the file type includes at least .xlsx and .xls.
5. according to the method described in claim 1, it is characterized in that, further including:
S3 analyzes the target Excel file using the file information table, heading message table and table of contents information.
6. a kind of Excel file resolver, which is characterized in that including:
Information extraction modules, for extracted respectively using ApachePOI the fileinfo of target Excel file, heading message and Content information;Wherein, the fileinfo includes at least the unique mark and file name of the target Excel file;It is described Heading message includes at least the corresponding row name of unique mark, each column of the target Excel file and each row name corresponds to Line number;The content information includes the cell of the unique mark of the target Excel file, each row name respective column Data and the corresponding line number of each cell data;
Data input module, for the fileinfo, heading message and content information to be corresponded to typing file information table, title In information table and table of contents information.
7. device according to claim 6, which is characterized in that the fileinfo further includes the target Excel file At least one of file type, file size and document location.
8. a kind of Excel file analyzing device, which is characterized in that including:
At least one processor;And at least one processor being connect with the processor communication, wherein:The memory is deposited The program instruction that can be executed by the processor is contained, the processor calls described program instruction to be able to carry out such as claim 1 to 5 any method.
9. a kind of non-transient computer readable storage medium, which is characterized in that the non-transient computer readable storage medium is deposited Computer instruction is stored up, the computer instruction makes the computer execute the method as described in claim 1 to 5 is any.
CN201711436088.1A 2017-12-26 2017-12-26 A kind of Excel file analytic method Pending CN108280056A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201711436088.1A CN108280056A (en) 2017-12-26 2017-12-26 A kind of Excel file analytic method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201711436088.1A CN108280056A (en) 2017-12-26 2017-12-26 A kind of Excel file analytic method

Publications (1)

Publication Number Publication Date
CN108280056A true CN108280056A (en) 2018-07-13

Family

ID=62802188

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201711436088.1A Pending CN108280056A (en) 2017-12-26 2017-12-26 A kind of Excel file analytic method

Country Status (1)

Country Link
CN (1) CN108280056A (en)

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109117468A (en) * 2018-08-01 2019-01-01 北京数字雷暴信息科技有限公司 A kind of data processing method and device
CN109213495A (en) * 2018-08-23 2019-01-15 郑州云海信息技术有限公司 A kind of read method and device of data
CN109284254A (en) * 2018-10-16 2019-01-29 浪潮天元通信信息系统有限公司 A kind of general excel document handling method
CN110457021A (en) * 2019-07-12 2019-11-15 招商局金融科技有限公司 Achievement data processing method, device and computer readable storage medium
CN112818937A (en) * 2021-03-02 2021-05-18 广联达科技股份有限公司 Excel file identification method and device, electronic equipment and readable storage medium
CN113010588A (en) * 2019-12-20 2021-06-22 北京国基科技股份有限公司 Data table processing method
CN117472359A (en) * 2023-12-26 2024-01-30 广东太亚科技有限公司 Visual configuration multistage linkage constraint method, device and computer equipment

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1841362A (en) * 2005-03-31 2006-10-04 国际商业机器公司 Method and system for processing an electronic form
CN103500196A (en) * 2013-09-22 2014-01-08 成都交大光芒科技股份有限公司 EXCEL data export method and export device in multi-concurrence large data volume environment
US20160078004A1 (en) * 2014-09-15 2016-03-17 Oracle International Corporation System independent font rendering
US20170268072A1 (en) * 2016-03-21 2017-09-21 The Samuel Roberts Noble Foundation, Inc. Methods for identifying pecan tree cultivars

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1841362A (en) * 2005-03-31 2006-10-04 国际商业机器公司 Method and system for processing an electronic form
CN103500196A (en) * 2013-09-22 2014-01-08 成都交大光芒科技股份有限公司 EXCEL data export method and export device in multi-concurrence large data volume environment
US20160078004A1 (en) * 2014-09-15 2016-03-17 Oracle International Corporation System independent font rendering
US20170268072A1 (en) * 2016-03-21 2017-09-21 The Samuel Roberts Noble Foundation, Inc. Methods for identifying pecan tree cultivars

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
刁树民,等: "《大学计算机基础》", 31 August 2005, 哈尔滨工业大学出版社 *
张强: "利用POI操作Excel", 《电脑知识与技术》 *
朱文君,等: "基于Java反射机制的POI实现Excel数据导入/导出", 《计算机时代》 *

Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109117468A (en) * 2018-08-01 2019-01-01 北京数字雷暴信息科技有限公司 A kind of data processing method and device
CN109213495A (en) * 2018-08-23 2019-01-15 郑州云海信息技术有限公司 A kind of read method and device of data
CN109284254A (en) * 2018-10-16 2019-01-29 浪潮天元通信信息系统有限公司 A kind of general excel document handling method
CN110457021A (en) * 2019-07-12 2019-11-15 招商局金融科技有限公司 Achievement data processing method, device and computer readable storage medium
CN113010588A (en) * 2019-12-20 2021-06-22 北京国基科技股份有限公司 Data table processing method
CN113010588B (en) * 2019-12-20 2023-07-04 北京国基科技股份有限公司 Data form processing method
CN112818937A (en) * 2021-03-02 2021-05-18 广联达科技股份有限公司 Excel file identification method and device, electronic equipment and readable storage medium
CN117472359A (en) * 2023-12-26 2024-01-30 广东太亚科技有限公司 Visual configuration multistage linkage constraint method, device and computer equipment
CN117472359B (en) * 2023-12-26 2024-03-01 广东太亚科技有限公司 Visual configuration multistage linkage constraint method, device and computer equipment

Similar Documents

Publication Publication Date Title
CN108280056A (en) A kind of Excel file analytic method
CN108399256B (en) Heterogeneous database content synchronization method and device and middleware
CN104899295B (en) A kind of heterogeneous data source data relation analysis method
CN106682036A (en) Data exchange system and exchange method thereof
CN111291049A (en) Method, device, equipment and storage medium for creating table
CN101901265B (en) Objectification management system of virtual test data
CN102375746A (en) Method and device for enabling input method to self-adapt to application program
CN104951515B (en) A method of it extracts and analyzes Android phone whereabouts trace information
CN107168695B (en) Excel data analysis method and system
CN103377053A (en) Method, device and system for controlling application
CN101944128A (en) Data export and import method and device
CN102981882B (en) Analytic method and device
CN107301214A (en) Data migration method, device and terminal device in HIVE
CN105701251A (en) Data export and import method based on object definition
CN108664657A (en) A kind of big data method for scheduling task, electronic equipment, storage medium and platform
CN107103035A (en) This earth's surface data-updating method and device
CN109670129A (en) A kind of method and device for switching to html web page to be adapted to MIP format
CN103645895B (en) Method of automatic configuration and cloud compiling system
CN105843899A (en) Automatic big-data analysis method and system capable of simplifying programming
CN109426496A (en) Method, storage medium, electronic equipment and the system of program log write-in file
WO2011074942A1 (en) System and method of converting data from a multiple table structure into an edoc format
CN107766519B (en) Method for visually configuring data structure
US8930808B2 (en) Processing rich text data for storing as legacy data records in a data storage system
CN106156075B (en) A kind of method and device of report generation and displaying
CN104346378B (en) A kind of method, apparatus and system for realizing complex data processing

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication

Application publication date: 20180713

RJ01 Rejection of invention patent application after publication