CN105426394B - Based on cross-platform mobile report form generation method and system - Google Patents
Based on cross-platform mobile report form generation method and system Download PDFInfo
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- CN105426394B CN105426394B CN201510713115.XA CN201510713115A CN105426394B CN 105426394 B CN105426394 B CN 105426394B CN 201510713115 A CN201510713115 A CN 201510713115A CN 105426394 B CN105426394 B CN 105426394B
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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
- G06F16/24—Querying
- G06F16/248—Presentation of query results
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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
- G06F16/254—Extract, transform and load [ETL] procedures, e.g. ETL data flows in data warehouses
Abstract
The invention discloses based on cross-platform mobile report form generation method and system, wherein system includes Report Designer, ETL tool model, data source service module, report operation conversion module.Success can be run everywhere after report platform can be defined once due to ensure that using unified definition output format and multi-platform interpreter, so the operating system of the compatible a variety of display terminals of report generating system and method for the invention, realizes that cross-platform transmission shows various reports.Such as by bar chart, EXCEL list, operating income list etc. swimmingly in PC terminal, the mobile phone that is mounted with Android system, be mounted in the terminal of IOS system and completely show.
Description
Technical field
The present invention relates to can be compatible with the mobile report form generation method and system that multiple platforms are shown.
Background technique
Existing various types of report products can only just have under the large screen of the end PC it is good show effect, and determine
The report of justice can only could be run in particular browser or calling associated desktop program.Such as bar chart, EXCEL list, battalion
Industry income list etc. has different output formats, cannot smoothly in PC terminal, the mobile phone that is mounted with Android system, be mounted with
Show in the terminal of IOS system.This needs a data conversion system that the report data of different data sources is uniformly converted into one
A output format, then translate out by matched interpreter, could the smooth display on different terminals, entire treatment process needs
Overcome many difficulties.
ETL is the English abbreviation of data pick-up, conversion and loading (Extract, Transformation, Loading), is
Data warehouse obtains the key link of quality data, and ETL is the first step for constructing data warehouse, and building data warehouse is most
Important step.The part ETL is complicated, wherein having a large amount of identical processes and similar process, that is, multiple
We have done a large amount of repeated work in project, this is also to cause the time-consuming most reason in the part ETL.Therefore for an energy
It enough reduces ETL and develops complexity, reduce the ETL development cycle, reusability and the good ETL frame of scalability have urgent need
It asks.
Interpreter (Interpreter), and it is translated into Command Interpreter, it is a kind of computer program, it can be high-level programming language one
Row a line directly translates operation.Interpreter once will not translate out entire program, only as one " go-between ", each run
Another language will be first changed into when program and remakes operation, therefore the program operation speed of interpreter is slower.Its every translation
A line procedure statement is just run at once, then translates next line again, is reruned, and is so ceaselessly gone on.
Summary of the invention
It is an object of the present invention to provide based on cross-platform mobile report generating system and method, compatible multiple terminals are not
With operating system platform, quick smooth all kinds of reports of display.
The present invention provides based on cross-platform mobile report generating system, comprising:
Report Designer provides multi-source support for the interaction between different data sources, and has user interface, uses
In the data format for allowing user to define, editing all kinds of report files and being arranged in data source, it is converted into unified XML format description
File;
ETL tool model calls matched ETL implementing procedure for requiring according to different report form processings, by affairs type number
It is loaded into scheduled data warehouse after treatment according to the data in library;
Data source service module, for supporting through user interface disposition data source and programmatic method data source, the data
Source service module connect transmission data with the data warehouse and Report Designer;
Report runs conversion module, has a plurality of types of interpreters, for the operation platform type according to display terminal
Matched interpreter is called the file that the XML format describes to be converted into the Terminals Report that corresponding display terminal can be shown;
Memory, various data and control program for caching system.
Further, Report Designer includes preediting device, for editing the appearance of chart, display parameters in report, and
Each data source parameter is set;Trigger is responsible for sending various requests to process execution engine, including flow definition request, stream
Cheng Zhihang request, task execution request;Process execution engine for response request, calls related data format conversion program to hold
Different report datas are converted into the file of unified XML format description by row flow tasks.
Further, ETL tool model includes call unit, calls matched ETL for requiring according to different report form processings
Implementing procedure;Processing unit, for trigger ETL implementing procedure to dispersion, the data in heterogeneous data source extract, reflect
It penetrates, clean, convert, integrate, be finally loaded into data warehouse or Data Mart, become on-line analytical processing, data mining
Basis;Data model creates unit in advance, executes for ETL data model to be pre-created for the processing unit comprising: data mention
Modulus type, data mapping model, Data Cleaning Model, Data Translation model, data integration model, data stress model.
Further, the data source service module includes Java programming interface, multiple according to the complexity in source for defining, registering
Data.The report operation conversion module includes at least Android interpreter, IOS interpreter, H5 interpreter, can be in WINDONS system
System, IOS system show various reports in Android system.
The present invention also provides a kind of cross-platform mobile report form generation method based on above system, including step
S1. the interaction between different data sources acquires different type report, requires calling according to different report form processings
The ETL implementing procedure matched, the data of transactional database are loaded into after treatment in scheduled data warehouse;
S2. pass through data source service module disposition data source and programmatic method data source;
S3. the data format for being defined by Report Designer, editing all kinds of report files and being arranged in data source, is converted into
The file of unified XML format description;
S4. conversion module is run by report, matched interpreter handle is called according to the operation platform type of display terminal
The file of the XML format description is converted into the Terminals Report that corresponding display terminal can be shown.
Further, step S3 the following steps are included:
Step S31, the data format text in different data sources is importing directly into corresponding table;
Step S32, the data source text based data source and based on relational database all regards unified data as
Source DataStore, a data source DataStore include one or more data acquisition systems Schema, each data acquisition system Schema
It include one or more data column Column comprising multiple one or more tables of data Table, each tables of data Table;
Step S33, when to carry out data read-write operation between different data sources, enough information is provided to data
Source DataStore can find the corresponding data column of corresponding DataContext, data acquisition system Schema, tables of data Table
Then Column gets involved in the data of Column interface in Column interface in program rank, be ultimately written corresponding
On physical storage medium;
S34, data format treatment process is completed, in the data and different data sources being loaded into data warehouse
Data are eventually converted into the file of XML format description.
Further, in step S4, according to the difference of user's display terminal, what automatic calling matched with the display terminal
Interpreter is converted into the file that the XML format describes the Terminals Report that corresponding display terminal can be shown;The report operation
Conversion module includes at least Android interpreter, IOS interpreter, H5 interpreter.
It is of the invention based on cross-platform mobile report form generation method and system advantage clearly:
1, the operating system of compatible a variety of display terminals realizes that cross-platform transmission shows report.Such as by bar chart,
EXCEL list, operating income list etc. swimmingly in PC terminal, the mobile phone that is mounted with Android system, the end for being mounted with IOS system
Show on end.This is because the present invention ensure that report platform energy using unified definition output format and multi-platform interpreter
Success can be run everywhere after primary definition.
2, comprehensive: report platform the showing from the source of data to Terminals Report of present system both provides matching
ETL process tool.
3, problem-oriented domain design: data source can be for statistics domain design, such as defines operating income accounting system
The data source of meter, and the data source can be used for different statistical graphs.
Detailed description of the invention
Fig. 1 is provided in an embodiment of the present invention based on cross-platform mobile report generating system block diagram.
Specific embodiment
To make the object, technical solutions and advantages of the present invention clearer, the present invention is made into one below in conjunction with attached drawing
Step ground detailed description.
As shown in Figure 1, the embodiment of the present invention one provide the present invention provides based on cross-platform mobile report generation system
System, comprising:
Report Designer provides multi-source support for the interaction between different data sources, and has user interface, uses
In the data format for allowing user to define, editing all kinds of report files and being arranged in data source, it is converted into unified XML format description
File;
ETL tool model calls matched ETL implementing procedure for requiring according to different report form processings, by affairs type number
It is loaded into scheduled data warehouse after treatment according to the data in library;
ETL tool can have: Informatica, Datastage, OWB, Microsoft DTS, Beeload, Kettle... open source
Tool have the etl plug-in unit of eclipse.
The treatment process of ETL tool is intensively presented as the following aspects:
1, processing empty value: capture field null value is loaded or is replaced with other meaning data, and can be according to field null value
It realizes to shunt and is loaded into different target library.
2, standardization data format: realizing field format constraint definition, for the number such as time, numerical value, character in data source
According to can customize load format.
3, data are split: field can be decomposed according to business demand.Example, caller number 861082585313-8148 can
It carries out region code and telephone number decomposes.
4, verify data correctness: using Lookup and function progress data verification is split.For example, caller number
861082585313-8148 returns to calling gateway or interchanger using Lookup after carrying out region code and telephone number decomposition
The caller area of record, carries out data verification.
5, data replace: for because of business factor, it can be achieved that the replacement of invalid data, missing data.
6, Lookup: discovering and seizing and lose data Lookup realization subquery, and return to the absent field obtained with other means,
Guarantee field integrality.
7, the main foreign key constraint of ETL process is established: replaceable or export to wrong data to the invalid data of no dependence
In file, guarantee the load that major key uniquely records.
Data source service module, for supporting through user interface disposition data source and programmatic method data source, the data
Source service module connect transmission data with the data warehouse and Report Designer respectively;
Report runs conversion module, has a plurality of types of interpreters, for the operation platform type according to display terminal
Matched interpreter is called the file that the XML format describes to be converted into the Terminals Report that corresponding display terminal can be shown;It can
Interpreter under the running environment such as IOS, Android, H5 is provided, the terminal report of each platform the XML of unified definition can be construed to
Table.
Memory, various data and control program for caching system.Support the caching for being directed to historical data.For going through
History data sheet, in most cases server is all to read output from caching as a result, being not required to repeat database reading
And data mart modeling.
Further, Report Designer includes preediting device, for editing the appearance of chart, display parameters in report, and
Each data source parameter is set;Trigger is responsible for sending various requests to process execution engine, including flow definition, process are held
Row, task execution;Process execution engine for response request, calls related data format conversion program to execute flow tasks, will
Different report datas are converted into the file of unified XML format description.
Further, ETL tool model includes call unit, calls matched ETL for requiring according to different report form processings
Implementing procedure;Processing unit, for trigger ETL implementing procedure to dispersion, the data in heterogeneous data source extract, reflect
It penetrates, clean, convert, integrate, be finally loaded into data warehouse or Data Mart, become on-line analytical processing, data mining
Basis;Data model creates unit in advance, executes for ETL data model to be pre-created for the processing unit comprising: data mention
Modulus type, data mapping model, Data Cleaning Model, Data Translation model, data integration model, data stress model.Such as
To 10 kinds of management of product lists with EXCEL list records, can call at matched management of product list ETL implementing procedure
Reason.
The data source service module includes Java programming interface, the complex data for defining, in log-on data source.Institute
It states report operation conversion module and includes at least Android interpreter, IOS interpreter, H5 interpreter, it can be in WINDONS system, IOS system
It unites, shows various reports in Android system.
The present invention also provides a kind of cross-platform mobile report form generation method based on above system, including step
S1. the interaction between different data sources acquires different type report, requires calling according to different report form processings
The ETL implementing procedure matched, the data of transactional database are loaded into after treatment in scheduled data warehouse;
S2. pass through data source service module disposition data source and programmatic method data source;
S3. the data format for being defined by Report Designer, editing all kinds of report files and being arranged in data source, is converted into
The file of unified XML format description;
S4. conversion module is run by report, matched interpreter handle is called according to the operation platform type of display terminal
The file of the XML format description is converted into the Terminals Report that corresponding display terminal can be shown.
Further, step S3 the following steps are included:
Step S31, the data format text in different data sources is importing directly into corresponding table;
Step S32, the data source text based data source and based on relational database all regards unified data as
Source DataStore, a data source DataStore include one or more data acquisition systems Schema, each data acquisition system Schema
It include one or more data column Column comprising multiple one or more tables of data Table, each tables of data Table;
Step S33, when to carry out data read-write operation between different data sources, enough information is provided to data
Source DataStore can find the corresponding data column of corresponding DataContext, data acquisition system Schema, tables of data Table
Then Column gets involved in the data of Column interface in Column interface in program rank, be ultimately written corresponding
On physical storage medium;
S34, data format treatment process is completed, in the data and different data sources being loaded into data warehouse
Data are eventually converted into the file of XML format description.
It is handled in step S3 by Report Designer, for example under model for multiple sources, data is changed into another from a value
Value, contains one abstract object of data and a conversion abstract action here, thus abstracts three interfaces, right respectively
InputRow, InputColumn, Transformer are answered, the object of Transformer is specifically to arrange, and is connect so needing two
Mouthful abstract data are corresponded to, and define two methods in Transformer, one is for obtaining output column
GetOutputColumn, the other is being used to realize the transform method of conversion, comprising multiple in InputRow
InputColumn, InputColumn are defined as general type structure because do not know incoming data be on earth it is what kind of, have
It may be the initial data imported into from data source, it is also possible to have passed through the data class converted after Transformer
Type.
Further, in step S4, according to the difference of user's display terminal, what automatic calling matched with the display terminal
Interpreter is converted into the file that the XML format describes the Terminals Report that corresponding display terminal can be shown;The report operation
Conversion module includes at least Android interpreter, IOS interpreter, H5 interpreter.
The operating system of the compatible a variety of display terminals of report generating system and method for the invention, realizes cross-platform transmission
Show report.Such as by bar chart, EXCEL list, operating income list etc. swimmingly in PC terminal, be mounted with Android system
Mobile phone, be mounted in the terminal of IOS system and show.This is because the present invention is using unified definition output format and multi-platform
Interpreter ensure that and can run success everywhere after report platform can be defined once.
Claims (7)
1. based on cross-platform mobile report generating system characterized by comprising
Report Designer provides multi-source support for the interaction between different data sources, and has user interface, for allowing
The data format that user defines, edits all kinds of report files and be arranged in data source is converted into the text of unified XML format description
Part;
It is handled by Report Designer, under model for multiple sources, data is changed into another value from a value, contain number here
According to an abstract objects and a conversion abstract action, three interfaces are thus abstracted, InputRow is respectively corresponded,
InputColumn, Transformer, the object of Transformer is specifically to arrange, so two interfaces is needed to take out to correspond to
The data of elephant, and two methods are defined in Transformer;
ETL tool model calls matched ETL implementing procedure for requiring according to different report form processings, by transactional database
Data be loaded into scheduled data warehouse after treatment;The treatment process of ETL tool is intensively presented as following
, processing empty value aspect: 1), capturing field null value, is loaded or replaced with other meaning data, and realize according to field null value
Shunting is loaded into different target library;2), standardization data format realizes field format constraint definition;3) data, are split;4) it, tests
Data correctness is demonstrate,proved, using Lookup and splits function progress data verification;5), data are replaced, for realizing because of business factor
The replacement of invalid data, missing data;6), Lookup is discovered and seized and is lost data Lookup realization subquery;7) ETL process, is established
Main foreign key constraint;
Data source service module, for supporting through user interface disposition data source and programmatic method data source, the data source clothes
Business module connect transmission data with the data warehouse and Report Designer;
Report runs conversion module, has a plurality of types of interpreters, for being called according to the operation platform type of display terminal
Matched interpreter is converted into the file that the XML format describes the Terminals Report that corresponding display terminal can be shown;
Memory, various data and control program for caching system;
The operation platform of a variety of display terminals of system compatible realizes cross-platform transmission display report, by bar chart,
EXCEL list, operating income list in PC terminal, the mobile phone that is mounted with Android system, be mounted in the terminal of IOS system and open up
Existing, data source can be for statistics domain design.
2. according to claim 1 based on cross-platform mobile report generating system, which is characterized in that Report Designer includes
Preediting device, for editing the appearance of chart, display parameters in report, and each data source parameter of setting;
Trigger is responsible for sending various requests, including flow definition request, flow execution request, task to process execution engine
Execute request;
Process execution engine for response request, calls related data format conversion program to execute flow tasks, by different reports
The file that data conversion is described at unified XML format.
3. according to claim 1 or claim 2 based on cross-platform mobile report generating system, which is characterized in that the ETL tool
Module includes call unit, calls matched ETL implementing procedure for requiring according to different report form processings;
Processing unit, for trigger ETL implementing procedure to dispersion, the data in heterogeneous data source extract, map, clearly
It washes, convert, integrate, be finally loaded into data warehouse or Data Mart, become the basis of on-line analytical processing, data mining;
Data model creates unit in advance, executes for ETL data model to be pre-created for the processing unit comprising: data mention
Modulus type, data mapping model, Data Cleaning Model, Data Translation model, data integration model, data stress model.
4. according to claim 1 or claim 2 based on cross-platform mobile report generating system, which is characterized in that the data source
Service module includes Java programming interface, the complex data for defining, in log-on data source.
5. according to claim 1 or claim 2 based on cross-platform mobile report generating system, which is characterized in that the report fortune
Row conversion module includes Android interpreter, IOS interpreter, H5 interpreter.
6. it is a kind of based on described in claim 1 based on cross-platform mobile report generating system based on cross-platform mobile report
Table generating method, which is characterized in that including step
S1. the interaction between different data sources acquires different type report, requires to call according to different report form processings matched
The data of transactional database are loaded into scheduled data warehouse by ETL implementing procedure after treatment;
S2. pass through data source service module disposition data source and programmatic method data source;
S3. the data format for being defined by Report Designer, editing all kinds of report files and being arranged in data source is converted into unification
XML format description file;It is handled by Report Designer, under model for multiple sources, data is changed into another from a value
Value, contains one abstract object of data and a conversion abstract action here, thus abstracts three interfaces, right respectively
InputRow, InputColumn, Transformer are answered, the object of Transformer is specifically to arrange, and is connect so needing two
It mouthful corresponds to abstract data, and defines two methods in Transformer;
Step S3 the following steps are included:
Step S31, the data format text in different data sources is importing directly into corresponding table;
Step S32, the data source text based data source and based on relational database all regards unified data source as
DataStore, a data source DataStore include one or more data acquisition systems Schema, each data acquisition system Schema packet
It include one or more data column Column containing multiple one or more tables of data Table, each tables of data Table;
Step S33, when to carry out data read-write operation between different data sources, enough information is provided to data source
DataStore can find the corresponding data column of corresponding DataContext, data acquisition system Schema, tables of data Table
Then Column gets involved in the data of Column interface in Column interface in program rank, be ultimately written corresponding
On physical storage medium;
S34, data format treatment process is completed, the data in the data and different data sources being loaded into data warehouse
It is eventually converted into the file of XML format description;
S4. conversion module is run by report, calls matched interpreter described according to the operation platform type of display terminal
The file of XML format description is converted into the Terminals Report that corresponding display terminal can be shown.
7. it is according to claim 6 it is a kind of based on described in claim 1 based on cross-platform mobile report generating system
Based on cross-platform mobile report form generation method, which is characterized in that in step S4, according to the difference of user's display terminal, from
The file that the XML format describes is converted into corresponding display terminal energy with the interpreter that the display terminal matches by dynamic call
The Terminals Report of display;The report operation conversion module includes Android interpreter, IOS interpreter, H5 interpreter.
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