CN106570107B - A kind of big data calculating analytical plan achievement system - Google Patents
A kind of big data calculating analytical plan achievement system Download PDFInfo
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- CN106570107B CN106570107B CN201610936129.2A CN201610936129A CN106570107B CN 106570107 B CN106570107 B CN 106570107B CN 201610936129 A CN201610936129 A CN 201610936129A CN 106570107 B CN106570107 B CN 106570107B
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- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
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- 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
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Abstract
The present invention discloses a kind of big data calculating analytical plan achievement system, including calculating analytical plan guidance access interface, the input of big data original calculation analytical plan guide interface, calculating analytical plan achievement to integrate subsystem, calculating task package module, visualization scheme package module, calculate analytical plan data source abstraction module, calculate Analysis Service package module, independent access mode package module, calculating analytical plan also atomic system and calculating task execution interface.System accesses the cooperation of interface and other parts by calculating analytical plan guidance, helps user conveniently and efficiently to reappear and calculates analytical plan；The cooperation of guidance interface and other parts is inputted by big data original calculation analytical plan, the supplement and encapsulation that guidance user standardizes to original calculating analytical plan, to realize quick, standard the achievement that big data calculates analytical plan, powerful support is provided for the existing achievement process for calculating analytical plan.
Description
Technical field
The invention belongs to technical field of computer information processing, and in particular to a kind of big data calculating analytical plan achievement
System.
Background technique
The appearance of big data brings completely new prosperity scene and opportunity to develop to human society.Many science and industry
Field has welcome again the spring rain of further development.Big data technology has got into a difficult position as same thought, many
Scientific research project provides new resolving ideas.As people make full use of big data technology, people are also obtained perhaps
More big data analysis achievements.But these achievements are often more at random, generally by many off line data analysis, scattered data,
More chaotic data and theoretical result are formed, it is very difficult to carry out promotion and application to it.Therefore, how effectively will
Achievement acquired by existing big data analysis, standardization are encapsulated as to facilitation the big data that can further develop calculating
Analysis results are eager problems to be solved.
Summary of the invention
In order to solve above-mentioned problems of the prior art, the invention proposes a kind of big data calculate analytical plan at
Fruitization system provides a user the property guided by the way that original calculating analytical plan is standardized encapsulation and is managed collectively
Access mode, to provide support for the achievement that convenient and fast big data calculates analytical plan.
To achieve the above object, the technical solution adopted by the present invention are as follows:
A kind of big data calculating analytical plan achievement system, including calculate analytical plan guidance access interface, calculate and divide
Analysis scheme achievement integrates subsystem, calculates analytical plan also atomic system, calculating task execution interface, calculating task Encapsulation Moulds
Block, visualization scheme package module calculate analytical plan data source abstraction module, calculate Analysis Service package module, independence
Access mode package module and big data original calculation analytical plan input guidance interface, big data original calculation analysis side
Case input guidance interface and calculate analytical plan achievement integrate subsystem divide equally not with the calculating task package module, visually
Change scheme package module calculates analytical plan data source abstraction module, calculates Analysis Service package module and independent access side
The connection of formula package module, calculating analytical plan guidance access interface and the calculating analytical plan achievement integrate subsystem
Connection, the calculating analytical plan also atomic system, which is integrated subsystem respectively and calculated with the calculating analytical plan achievement, appoints
Business executes interface connection, in which:
The analytical plan guidance access interface that calculates is used to provide the entrance that access calculates analytical plan, user for user
Packaged calculating analytical plan is selected by the entrance, accesses the individual page for calculating analytical plan, and access is existing
Have and calculate the existing Calculation results of analytical plan, or calculating analytical plan is called to execute new calculating analysis task；
The calculating task package module, visualization scheme package module, calculate analytical plan data source abstraction module,
It calculates Analysis Service package module and independent access mode package module joint and comes from the big data original calculation for receiving
The data of analytical plan input guidance interface, are the big data calculating task analytical plan of standard by the Data Integration, and will
The big data calculating task analytical plan passes to the calculating analytical plan achievement and integrates subsystem, realizes original calculation
The standardization of analytical plan provides engine to calculate the achievement of analytical plan；
Big data original calculation analytical plan input guidance interface for provided for user to system input it is original based on
The interface of analytical plan is calculated, while guiding user according to the calculating task package module, visualization scheme package module, calculating
Analytical plan data source abstraction module, the requirement for calculating Analysis Service package module and independent access mode package module are right
Original calculation analytical plan is standardized and is supplemented, and user is guided to complete the standardization of original calculation analytical plan, thus to be real
The achievementization of existing original calculation analytical plan provides guiding input and supports；
The calculating analytical plan achievement integrates subsystem and calculates analytical plan for integrating big data, to the calculating
Analytical plan carries out unified encapsulation manager, and guides access interface to provide data for the calculating analytical plan and support, make user
It is able to access that specific calculating analytical plan content, the calculating analytical plan achievement management of optimized integration；
The calculating analytical plan also atomic system and calculating task execute interface and analyze for receiving from the calculating
Scheme achievement integrates the order of subsystem, is requested according to user, the specific calculating task in analytical calculation analytical plan, and will
The execution of distributed computing cluster is reached under the calculating task, to support the complete analytical plan that calculates under different data sources
Reducibility.
Preferably, the calculating analytical plan, which refers to, is able to solve some problem, by a series of existing big data meters
Calculate analysis task, corresponding data source, corresponding Calculation results, corresponding visualization scheme, corresponding theoretical result, right
Set composed by the service answered.
Preferably, the calculating task package module can guide user by an original meter calculated in analytical plan
Calculation task, which independently sorts out, to be come, and standardized calculating task sequence, and the input and output to the calculating task sequence are encapsulated as
It is abstracted.
Preferably, the visualization scheme package module is for guiding user will be in an original calculating analytical plan
Visualization scheme, which sorts out, to be come, and is abstracted to its visual input data, obtains visualization model, and to described visual
Change module and is standardized encapsulation.
Preferably, the calculating analytical plan data source abstraction module it is each used in the calculating analytical plan based on
The inputoutput data of calculation task is standardized and is abstracted, the data for keeping the calculating analytical plan Rapid matching new
Source and output pool realize the standardization for calculating analytical plan data, at the same with encapsulation after the calculating calculated in analytical plan
Analysis task and visualization portion match.
Preferably, the calculating Analysis Service package module is for guiding user by energy in the original calculation analytical plan
Enough it is that the service that user provides and the service that needs access are integrated, is managed collectively the access mode and Authority Verification of service,
To realize the encapsulation to Analysis Service is calculated, the calculating analytical plan is operated normally under various circumstances.
Preferably, the independent access package module is used to that user to be guided to establish the independent access for calculating analytical plan
The operation deployment for calculating analytical plan and independent access configuration are completed in space, with the calculating task package module, visually
Change scheme package module, calculating analytical plan data source abstraction module and calculating Analysis Service package module match, and complete
Last encapsulation to the original calculation analytical plan, becomes independent achievement, completes the original calculation analytical plan
Achievement.
Preferably, the big data original calculation analytical plan input guidance interface and calculating analytical plan guidance access circle
Face is write with WEB front-end language, and the WEB front-end language is HTML.
Preferably, the calculating task analytical plan achievement integrates subsystem, calculates analytical plan also atomic system, meter
It calculates task execution interface, calculating task package module, visualization scheme package module, calculate analytical plan data source abstract mould
Block calculates Analysis Service package module and independent access mode package module, is write with end instruction after WEB, the rear end WEB language
Speech is Java.
The beneficial effects of the present invention are: system of the invention greatly makes the achievement of original big data calculating analytical plan
Change more convenient, more standard, and provide more convenient result's management scheme for user, can greatly speed up existing excellent
The achievement process of elegant big data analysis scheme.
Detailed description of the invention
Attached drawing 1 is the structural schematic diagram that a kind of big data of the present invention calculates analytical plan achievement system.
Specific embodiment
Below in conjunction with attached drawing, the scheme for proposition that the present invention will be described in detail.
By attached drawing 1 it is found that a kind of big data of the present invention calculates analytical plan achievement system, including 10 parts:
It calculates analytical plan guidance access interface: providing access by WEB service for user and calculate needed for analytical plan
Entrance, user select packaged calculating analytical plan by the entrance, and access calculates the individual page of analytical plan, access
The existing Calculation results of existing calculating analytical plan, or calculating analytical plan is called to execute new calculating analysis task,
The specific function of calculating analytical plan is used to complete guidance user.In the present embodiment, calculating analytical plan is to refer to
It solves the problems, such as some, calculates analysis task, corresponding data source, corresponding calculating analysis knot by a series of existing big datas
Fruit, corresponding visualization scheme, corresponding theoretical result, the composed set of corresponding service.
Big data original calculation analytical plan input guidance interface: connecing for input original calculation analytical plan is provided for user
Mouthful, while guiding user abstract according to calculating task package module, visualization scheme package module, calculating analytical plan data source
The requirement changed module, calculate Analysis Service package module and independent access mode package module, specification and supplement original calculation point
Analysis scheme guides user to complete the standardization of original calculation analytical plan, thus for the achievement for realizing original calculation analytical plan
Change and the input support of user's guiding is provided.
Calculating task package module: guidance user independently arranges the calculating task in an original calculating analytical plan
Out, it is encapsulated as standardized calculating task sequence, and abstracts its input and output.
Visualization scheme package module: guidance user arranges an original visualization scheme calculated in analytical plan
Out, its visual input data is abstracted, obtains visualization model, and envelope is standardized to visualization model
Dress, for subsequent use.
Calculate analytical plan data source abstraction module: for standardize calculating analytical plan in each calculating task it is defeated
Enter output data, and abstracted, to enable to calculate analytical plan Rapid matching new data source and output pool, is realized
The standardization of analytical plan data is calculated, while matching the calculating analysis task calculated in analytical plan after encapsulation and visual
Change part.
Calculate Analysis Service package module: the service that guidance user will can provide in original calculation analytical plan for user
And the service accessed is needed to be integrated, it is managed collectively access mode, Authority Verification of service etc., to realize calculating analysis clothes
The encapsulation of business, so that calculating analytical plan can operate normally under various circumstances.
Independent access package module: it for guiding user to establish the independent access space of calculating analytical plan, completes to calculate
The operation deployment of analytical plan and independent access configuration, with calculating task package module, visualization scheme package module, calculating point
Analysis protocol source abstraction module and calculating Analysis Service package module match, and complete to original calculation analytical plan most
Post package becomes independent achievement, completes the achievement of original calculation analytical plan.
It calculates analytical plan achievement and integrates subsystem: calculating analytical plan for integrating big data, big data is calculated
Analytical plan carries out unified encapsulation manager, and provides data support to calculate analytical plan guidance access interface, allows users to
Access is specific to calculate analytical plan content, the calculating analytical plan achievement management of optimized integration；Further integration is by calculating
Task package module, visualization scheme package module calculate analytical plan data source abstraction module, calculate Analysis Service encapsulation
Original calculating analytical plan is integrated into the calculating of achievement by data provided by module, independent access mode package module
Analytical plan is stored to being managed collectively inside it, so that realizes big data analysis scheme can achievement.
It calculates analytical plan also atomic system and calculating task and executes interface: calculating analytical plan achievement for receiving to come from
Change and integrate the order of subsystem, requested according to user, the specific calculating task in analytical calculation analytical plan, and by calculating task
Under reach distributed computing cluster to execute, to support the complete reducibility for calculating analytical plan under different data sources.
In the present embodiment, big data original calculation analytical plan input guidance interface and calculating analytical plan guidance access circle
Face can be write by typical WEB front-end language such as HTML, and be deployed to server, to provide services to the user；And it calculates
Task analysis scheme achievement integrates subsystem, calculates analytical plan also atomic system, calculating task execution interface, calculating task
Package module, visualization scheme package module calculate analytical plan data source abstraction module, calculate Analysis Service package module
, can be by end instruction such as written in Java after typical WEB with independent access mode package module, and it is deployed to server, in foundation
Portion's connection and the connection between computing cluster.
As shown in Figure 1, big data original calculation analytical plan input guidance interface and calculating analytical plan achievementization integration
Subsystem abstracts mould with calculating task package module, visualization scheme package module, calculating analytical plan data source respectively
Block, calculate Analysis Service package module connect with independent access mode package module, calculate analytical plan guidance access interface and
Calculate analytical plan achievement integrate subsystem connection, calculate analytical plan also atomic system respectively with calculate analytical plan achievement
Change is integrated subsystem and is connected with calculating task execution interface.
Above-described embodiment is only to illustrate to invent and illustrate, the not restriction of embodiment.For the general of the technical field
For logical technology, can be disposed and be realized easily and fast according to the actual situation, make other various forms of variations or
It changes, but the change and modification of these responses all should belong to scope of protection of the claims of the invention.
Claims (8)
1. a kind of big data calculates analytical plan achievement system characterized by comprising calculate analytical plan guidance access circle
Face, calculating analytical plan achievement integrate subsystem, calculate analytical plan also atomic system, calculating task execution interface, calculating
Task package module, visualization scheme package module calculate analytical plan data source abstraction module, calculate Analysis Service encapsulation
Module, independent access mode package module and big data original calculation analytical plan input guidance interface, in which:
The calculating analytical plan, which refers to, is able to solve some problem, by a series of existing big datas calculate analysis tasks,
Corresponding data source, corresponding Calculation results, corresponding visualization scheme, corresponding theoretical result, corresponding service institute
The set of composition；
The analytical plan guidance access interface that calculates is used to provide the entrance that access calculates analytical plan for user, and user passes through
The entrance selects packaged calculating analytical plan, accesses the individual page for calculating analytical plan, accesses existing meter
The existing Calculation results of analytical plan are calculated, or calculating analytical plan is called to execute new calculating analysis task；
The calculating task package module, visualization scheme package module calculate analytical plan data source abstraction module, calculate
Analysis Service package module and independent access mode package module joint are analyzed for receiving from the big data original calculation
The data of scheme input guidance interface, are the big data calculating task analytical plan of standard by the Data Integration, and will be described
Big data calculating task analytical plan passes to the calculating analytical plan achievement and integrates subsystem, realizes original calculation analysis
The standardization of scheme provides engine to calculate the achievement of analytical plan；
The big data original calculation analytical plan input guidance interface, which is used to provide for user to system, inputs original calculation point
The interface of analysis scheme, while guiding user according to the calculating task package module, visualization scheme package module, calculating and analyze
Protocol source abstraction module, the requirement for calculating Analysis Service package module and independent access mode package module, to original
It calculates analytical plan to be standardized and supplemented, user is guided to complete the standardization of original calculation analytical plan, thus former to realize
The achievementization for beginning to calculate analytical plan provides guiding input support；
The calculating analytical plan achievement integrates subsystem and calculates analytical plan for integrating big data, analyzes the calculating
Scheme carries out unified encapsulation manager, and guides access interface to provide data for the calculating analytical plan and support, allow users to
Access is specific to calculate analytical plan content, the calculating analytical plan achievement management of optimized integration；
The calculating analytical plan also atomic system and calculating task execute interface and come from the calculating analytical plan for receiving
Achievement integrates the order of subsystem, is requested according to user, the specific calculating task in analytical calculation analytical plan, and will be described
The execution of distributed computing cluster is reached under calculating task, to support complete calculating analytical plan going back under different data sources
Originality.
2. a kind of big data according to claim 1 calculates analytical plan achievement system, which is characterized in that the calculating
Task package module can guide user independently to sort out by the calculating task in an original calculating analytical plan, encapsulation
For standardized calculating task sequence, and the input and output of the calculating task sequence are abstracted.
3. a kind of big data according to claim 1 calculates analytical plan achievement system, which is characterized in that described visual
Change scheme package module is for guiding user to sort out by the visualization scheme in an original calculating analytical plan, to it
Visual input data is abstracted, and obtains visualization model, and be standardized encapsulation to the visualization model.
4. a kind of big data according to claim 1 calculates analytical plan achievement system, which is characterized in that the calculating
Analytical plan data source abstraction module be used for it is described calculating analytical plan in each calculating task inputoutput data into
Professional etiquette generalized and abstract, the data source and output pool for keeping the calculating analytical plan Rapid matching new, realize to calculate and divide
Analyse the standardization of protocol, at the same with encapsulation after the calculating analysis task and visualization portion phase calculated in analytical plan
Matching.
5. a kind of big data according to claim 1 calculates analytical plan achievement system, which is characterized in that the calculating
Analysis Service package module is used to guide user for the service that can be provided in the original calculation analytical plan for user and need
The service to be accessed is integrated, and the access mode and Authority Verification of service are managed collectively, to realize to calculating Analysis Service
Encapsulation, the calculating analytical plan is operated normally under various circumstances.
6. a kind of big data according to claim 1 calculates analytical plan achievement system, which is characterized in that the independence
Access encapsulation module is used to that user to be guided to establish the independent access space for calculating analytical plan, completes the calculating analysis side
The operation deployment of case and independent access configuration, cooperate other modules to complete the last encapsulation to the original calculation analytical plan,
Independent achievement is become, the achievement of the original calculation analytical plan is completed.
7. a kind of big data according to claim 1 calculates analytical plan achievement system, which is characterized in that the big number
Guidance interface is inputted according to original calculation analytical plan and calculates analytical plan guidance access interface, is write with WEB front-end language, institute
Stating WEB front-end language is HTML.
8. a kind of big data according to claim 1 calculates analytical plan achievement system, which is characterized in that the calculating
Task analysis scheme achievement integrates subsystem, calculates analytical plan also atomic system, calculating task execution interface, calculating task
Package module, visualization scheme package module calculate analytical plan data source abstraction module, calculate Analysis Service package module
It with independent access mode package module, is write with end instruction after WEB, end instruction is Java after the WEB.
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