CN110007905A - A kind of generation method and system of the software development scheme based on big data - Google Patents
A kind of generation method and system of the software development scheme based on big data Download PDFInfo
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- CN110007905A CN110007905A CN201910308469.4A CN201910308469A CN110007905A CN 110007905 A CN110007905 A CN 110007905A CN 201910308469 A CN201910308469 A CN 201910308469A CN 110007905 A CN110007905 A CN 110007905A
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Abstract
The present invention relates to technical field of software development, and disclose a kind of generation method of software development scheme based on big data, comprising the following steps: required software requirement is written as command lanuage data, and is stored by data memory module；By data transmission module, the command lanuage data that data memory module in step 1 stores are transmitted to processor, processor starts server when receiving command lanuage data, carries out data modeling by server；Data in database are passed through converter transfer language format by server, and pass data to processor by data transmission module, and processor starting driver combs data, and the information after combing is back to processor；Processor starts analysis module, analyzes information.The generation method and system of the software development scheme based on big data, so that the more intelligent technicalization of software development, substantially increases the development efficiency of software.
Description
Technical field
The present invention relates to technical field of software development, the generation side of specially a kind of software development scheme based on big data
Method and system.
Background technique
Modern information technology rapid development, application also more and more extensive, present software of all trades and professions for software
Development process is mainly the demand according to client, the scheme according to ground is first determined, further according to item target date and composition of personnel, project
Specific process etc. goes to develop corresponding mould group again.During major software develops, software development methodology is to be related to software to open
An important factor for sending out success or failure.In practice of software, there are many methods for software developer's selection.Common software is opened
Forwarding method mainly has: structuring development approach, and structuring development approach is emphasized the reasonability of system structure and developed soft
The reasonability of the structure of part, mainly Data Flow Oriented, structured techniques include structured analysis, Structured Design and structure
Change three aspect content of programming；Modular development method, modeled programming method are exactly a software leaved for development
System decomposition is known as at several relatively simple parts that individually can be named and address, these parts that individually can be named and address
Module.This method can not only reduce the complexity of software system development in decomposable process, be easily modified, safeguard, and
And it is also easy to realize the concurrent development of same system different piece.Object-oriented development methodology, core concept are to utilize face
It is that software requirement establishes concept from model to object and method, carries out system design.Now widely used object-oriented development
Method includes Booch method, Rumbaugh method, Coad and Yourdon method, Jacobson method, Wirfs-Brock method
With unified modeling method etc..But under existing technical conditions, consuming cost required for artificial analysis, project are needed
Mode etc. brings huge human cost, consumes the unnecessary time, it is therefore desirable to which a kind of intelligence software based on big data is opened
Forwarding method once improves the efficiency of exploitation.
Summary of the invention
(1) the technical issues of solving
In view of the deficiencies of the prior art, the generation method for the software development scheme based on big data that the present invention provides a kind of and it is
System, has the advantages that software development efficiency is high, solves in the prior art, the low problem of software development efficiency.
(2) technical solution
To realize the high purpose of above-mentioned software development efficiency, the invention provides the following technical scheme: a kind of based on the soft of big data
The generation method of part development plan, comprising the following steps:
Step 1: required software requirement is written as command lanuage data, and is stored by data memory module；
Step 2: by data transmission module, the command lanuage data that data memory module in step 1 stores are transmitted to place
Device is managed, processor starts server when receiving command lanuage data, carries out data modeling by server；
Step 3: the data in database are passed through converter transfer language format by server, and will by data transmission module
Data pass to processor, and processor starting driver combs data, and the information after combing is back to processor；
Step 4: processor starts analysis module, analyzes information, meanwhile, start monitoring modular, data is carried out real-time
Monitoring triggers alarm device if being more than setting value, shows if data pass through and is stored over the display and automatically.
Preferably, the language data is divided into structural data and unstructured data.
Preferably, the server includes the servers such as Apache, Nginx and Tomcat.
Preferably, the driver combs the mode, step, organizational structure of software.
Preferably, the analysis module on software characteristic information value range and corresponding numerical information divide
Analysis.
A kind of generation system of the software development scheme based on big data, the software development scheme based on big data
Generation system include: data memory module, data transmission module, processor, server, converter, driver, analysis module,
Monitoring modular, alarm device and display；
The data memory module is used to store the command lanuage data that required software programming comes out, and the data transmission module is used
It is transmitted in data, processor is used for data modeling for receiving and handling all data instruction, server, and converter is for converting
Data language format, driver are combed for data, and analysis module is analyzed for data information, and monitoring modular is for data value
Monitoring, for warning, display shows and stores for data alarm device；
The data memory module is connected with data transmission module with data line, the data transmission module and processor number
It is connected according to line, is connected between the processor and server by network, the processor passes through conducting wire and driving respectively
Device and analysis module are electrically connected, and the analysis module is connected with monitoring modular with conducting wire, and the monitoring modular passes through respectively
Conducting wire and alarm device and display are electrically connected.
Preferably, screenshotss key is installed, the screenshotss key is believed for quick screen printing on the display screen of the display
Breath.
(3) beneficial effect
Compared with prior art, the generation method and system for the software development scheme based on big data that the present invention provides a kind of,
Have it is following the utility model has the advantages that
1, it is somebody's turn to do the generation method and system of the software development scheme based on big data, command lanuage number is write according to software requirement
According to, structural data is carried out to language data and unstructured data is classified, is conveniently managed, based on large database concept,
The information requirement for the software developed is determined according to the exploitation demand of software, searches for optimal occurrence in the database, no
Software development cost can be only reduced, and also reduces the development time, and then improves the development efficiency of software, passes through data
The smart machines means such as memory module, data transmission module, processor, server, converter and driver make software carry out intelligence
Energy technicalization exploitation, by the mutual cooperation of analysis module, monitoring modular, alarm device and display, picks out automatically and conforms to
Data asked, and automatically saving, and when there are undesirable data, alarm device warning developer repairs data in time
Change, so that the development efficiency of software is higher.
Detailed description of the invention
Fig. 1 is a kind of generation system structure diagram of the software development scheme based on big data proposed by the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
Referring to Fig. 1, a kind of generation method of the software development scheme based on big data, comprising the following steps:
Step 1: the software requirement needed is written as command lanuage data, and is stored by data memory module, language number
According to structural data and unstructured data is divided into, for convenience of the management of structural data, select with relevant database MySQL
With the HBase database shared of hadoop to the storage and management of the data of structuring, traditional data storehouse is established with MySQL
Library is realized to for the centrally stored of structural data and metadata and management, and is established according to demand towards department and theme
Data Mart, central data warehouse will be divided between three logical storage areas: ODS (Operational Data
Store), DW (Data Warehourse), DM (Data Mart): ODS will store the initial data of each operation system, including with
The data arranged are passed through in the identical business datum of original structure and the business datum after edit, the storage of the region DW,
It is the real data center of big data analysis platform, each application system (web application, BI, OLAP, Data are stored in the region DM
Mining etc.) need integrated data, establish connection between MySQL and HBase database at the same time, utilize Kettle timing
Data exchange is carried out, the common big data application of two kinds of data warehouses provides data supporting and shares pressure to realize data sharing
The data of big data application framework Hadoop platform are utilized with the purpose of data backup for convenience of the management of unstructured data
Supplement of the warehouse as traditional data warehouse realizes the storage and management to unstructured data, and to the magnanimity for carrying out automatic network
Data query provides support, and Hadoop platform has concentrated many functional units, and wherein HDFS is distributed file system, for dividing
Cloth stores large data files, and Hbase is expansible distributed column storage NoSQL database, for storage organization and non-
Structural data, Hive are the Tool for Data Warehouse based on Hadoop, can store, inquire and analyze and are stored in HBase
Data, Mapreduce are the programming models for carrying out parallel query to Hadoop platform large-scale dataset, and Pig is one
High level procedural is adapted for use with Hadoop and MapReduce platform to inquire large-scale semi-structured data collection；
Step 2: by data transmission module, the command lanuage data that data memory module in step 1 stores are transmitted to place
Device is managed, processor starts server when receiving command lanuage data, carries out data modeling by server, server includes
The servers such as Apache, Nginx and Tomcat；
Step 3: the data in database are passed through converter transfer language format by server, and will by data transmission module
Data pass to processor, and driver combs the mode, step, organizational structure of software, and the information after combing is returned
It is back to processor；
Step 4: processor start analysis module, analysis module on software characteristic information value range and corresponding number
Value information is analyzed, meanwhile, start monitoring modular, real-time monitoring is carried out to data, if being more than setting value, triggers alarm
Device shows if data pass through and is stored over the display and automatically.
The generation system of software development scheme based on big data includes: data memory module, data transmission module, processing
Device, server, converter, driver, analysis module, monitoring modular, alarm device and display, data memory module is for storing
The command lanuage data for needing software programming to come out, data transmission module are transmitted for data, and processor is each for receiving and handling
Item data instruction, server are used for data modeling, and converter is used for change data language format, and driver is combed for data,
Analysis module is analyzed for data information, and monitoring modular is used for the monitoring of data value, and alarm device is for warning, and display is for counting
It is connected according to display and storage, data memory module with data transmission module with data line, data transmission module and processor
Be connected with data line, be connected between processor and server by network, processor pass through respectively conducting wire and driver and
Analysis module is electrically connected, and analysis module is connected with monitoring modular with conducting wire, and monitoring modular passes through conducting wire and alarm device respectively
It is electrically connected with display.
Screenshotss key is installed, screenshotss key is used for quick screen printing information, and then facilitates basis on the display screen of display
It needs to carry out information interception.
In conclusion the generation method and system of the software development scheme based on big data of being somebody's turn to do, write according to software requirement
Command lanuage data carry out structural data to language data and unstructured data are classified, are conveniently managed, with big data
Based on library, the information requirement for the software developed is determined according to the exploitation demand of software, is searched in the database optimal
Occurrence can not only reduce software development cost, but also also reduce the development time, and then improve the exploitation effect of software
Rate, by the smart machines means such as data memory module, data transmission module, processor, server, converter and driver,
Software is set to carry out intelligent technicalization exploitation, by the mutual cooperation of analysis module, monitoring modular, alarm device and display, automatically
When picking out satisfactory data, and automatically save, and undesirable data occur, alarm device warns developer's logarithm
According to time update is carried out, so that the development efficiency of software is higher.
It should be noted that the terms "include", "comprise" or its any other variant are intended to the packet of nonexcludability
Contain, so that the process, method, article or equipment for including a series of elements not only includes those elements, but also including
Other elements that are not explicitly listed, or further include for elements inherent to such a process, method, article, or device.
In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including the element
Process, method, article or equipment in there is also other identical elements.
It although an embodiment of the present invention has been shown and described, for the ordinary skill in the art, can be with
A variety of variations, modification, replacement can be carried out to these embodiments without departing from the principles and spirit of the present invention by understanding
And modification, the scope of the present invention is defined by the appended.
Claims (7)
1. a kind of generation method of the software development scheme based on big data, it is characterised in that: the following steps are included:
Step 1: required software requirement is written as command lanuage data, and is stored by data memory module；
Step 2: by data transmission module, the command lanuage data that data memory module in step 1 stores are transmitted to place
Device is managed, processor starts server when receiving command lanuage data, carries out data modeling by server；
Step 3: the data in database are passed through converter transfer language format by server, and will by data transmission module
Data pass to processor, and processor starting driver combs data, and the information after combing is back to processor；
Step 4: processor starts analysis module, analyzes information, meanwhile, start monitoring modular, data is carried out real-time
Monitoring triggers alarm device if being more than setting value, shows if data pass through and is stored over the display and automatically.
2. a kind of generation method of software development scheme based on big data according to claim 1, it is characterised in that: institute
It states language data and is divided into structural data and unstructured data.
3. a kind of generation method of software development scheme based on big data according to claim 1, it is characterised in that: institute
Stating server includes the servers such as Apache, Nginx and Tomcat.
4. a kind of generation method of software development scheme based on big data according to claim 1, it is characterised in that: institute
Driver is stated to comb the mode, step, organizational structure of software.
5. a kind of generation method of software development scheme based on big data according to claim 1, it is characterised in that: institute
State analysis module on software characteristic information value range and corresponding numerical information analyze.
6. a kind of generation system of software development scheme based on big data according to claim 1, it is characterised in that: institute
The generation system for stating the software development scheme based on big data includes: data memory module, data transmission module, processor, clothes
Business device, converter, driver, analysis module, monitoring modular, alarm device and display；
The data memory module is used to store the command lanuage data that required software programming comes out, and the data transmission module is used
It is transmitted in data, processor is used for data modeling for receiving and handling all data instruction, server, and converter is for converting
Data language format, driver are combed for data, and analysis module is analyzed for data information, and monitoring modular is for data value
Monitoring, for warning, display shows and stores for data alarm device；
The data memory module is connected with data transmission module with data line, the data transmission module and processor number
It is connected according to line, is connected between the processor and server by network, the processor passes through conducting wire and driving respectively
Device and analysis module are electrically connected, and the analysis module is connected with monitoring modular with conducting wire, and the monitoring modular passes through respectively
Conducting wire and alarm device and display are electrically connected.
7. a kind of generation system of software development scheme based on big data according to claim 6, it is characterised in that: institute
It states and screenshotss key is installed on the display screen of display, the screenshotss key is used for quick screen printing information.
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| CN112379860A (en) * | 2020-10-26 | 2021-02-19 | 安徽朵朵云网络科技有限公司 | User software demand analysis method based on big data |
| CN112925511A (en) * | 2021-03-11 | 2021-06-08 | 陕西弈聪软件信息技术股份有限公司 | Big data-based software development scheme generation method and system |
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