CN106570107A - Big data calculation and analysis scheme fruiting system - Google Patents
Big data calculation and analysis scheme fruiting system Download PDFInfo
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- CN106570107A CN106570107A CN201610936129.2A CN201610936129A CN106570107A CN 106570107 A CN106570107 A CN 106570107A CN 201610936129 A CN201610936129 A CN 201610936129A CN 106570107 A CN106570107 A CN 106570107A
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- calculating
- analytical plan
- calculation
- package module
- plan
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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
- G06F16/245—Query processing
- G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
- G06F16/2462—Approximate or statistical queries
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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
- G06F16/21—Design, administration or maintenance of databases
- G06F16/211—Schema design and management
Abstract
The invention discloses a big data calculation and analysis scheme fruiting system comprising a calculation and analysis scheme guide visiting interface, a big data original calculation and analysis scheme input guide joint, a calculation and analysis scheme fruiting integrating sub-system, a calculation task packaging module, a visual scheme packaging module, a calculation and analysis scheme data source abstraction module, a calculation and analysis service packaging module, an independent visiting way packaging module, a calculation and analysis scheme restoring sub-system and a calculation task executing joint. The system helps a user conveniently and quickly re-display a calculation and analysis scheme via cooperation between the calculation and analysis scheme guide visiting interface and other parts; with cooperation between the big data original calculation analysis scheme input guide joint and other parts, the user can be guided to supplement and package the original calculation and analysis scheme in a regular way, so big data calculation and analysis scheme can be quickly fruited and resulted in a standard way; and power support is provided for the fruiting process of the calculation and analysis scheme in the prior art.
Description
Technical field
The invention belongs to technical field of computer information processing, and in particular to a kind of big data calculates analytical plan achievement
System.
Background technology
The appearance of big data, to human society brand-new prosperity scene and opportunity to develop is brought.Many science and industry
Field has welcome again the spring rain of further development.Big data technology gets into a difficult position as same thought, many
Scientific research problem provides new resolving ideas.As people make full use of to big data technology, people also obtain perhaps
Many big data analysis results.But these achievements are often more at random, typically by many off line data analysis, scattered data,
More chaotic data and theoretical result are constituted, it is very difficult to carry out promotion and application to it.Therefore, how effectively will
The acquired achievement of existing big data analysis, standardization, the big data for being encapsulated as to facilitation further developing are calculated
Analysis results, are the eager problems for needing and solving.
The content of the invention
In order to solve above-mentioned problems of the prior art, the present invention propose a kind of big data calculate analytical plan into
Fruitization system, encapsulates and is managed collectively by the way that original calculating analytical plan is standardized, and provides a user with the property guided
Access mode, so as to the achievement that analytical plan is calculated for easily big data provides support.
For achieving the above object, the technical solution used in the present invention is：
A kind of big data calculates analytical plan achievement system, including calculates analytical plan guiding access interface, calculates analysis side
Case achievementization integrate subsystem, calculate analytical plan also atomic system, calculating task perform interface, calculating task package module,
Visualization scheme package module, calculating analytical plan data source abstraction module, calculating Analysis Service package module, independent access
Mode package module and big data original calculation analytical plan input guiding interface, the big data original calculation analytical plan is defeated
Enter to guide interface and calculate analytical plan achievement integron system averages not with the calculating task package module, visualization side
Case package module, calculating analytical plan data source abstraction module, calculating Analysis Service package module and independent access mode are sealed
Subsystem is integrated with the calculating analytical plan achievementization and connected in die-filling piece of connection, the calculating analytical plan guiding access interface
Connect, the calculating analytical plan also atomic system integrates subsystem and calculating task with the calculating analytical plan achievementization respectively
Interface connection is performed, wherein：
The analytical plan guiding access interface that calculates is used to provide the user the entrance that access calculates analytical plan, 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 calls calculating analytical plan to perform new calculating analysis task；
The calculating task package module, visualization scheme package module, calculating analytical plan data source abstraction module, calculating
Analysis Service package module and independent access mode package module are combined for receiving from big data original calculation analysis
The data of scheme input guiding interface, by the big data calculating task analytical plan that the Data Integration is standard, and will be described
Big data calculating task analytical plan passes to the calculating analytical plan achievementization and integrates subsystem, realizes that original calculation is analyzed
The standardization of scheme, the achievement to calculate analytical plan provides engine；
The big data original calculation analytical plan input guiding interface is used to provide the user to system input original calculation point
The interface of analysis scheme, while guiding user according to the calculating task package module, visualization scheme package module, calculating analysis
Protocol source abstraction module, the requirement for calculating Analysis Service package module and independent access mode package module, to original
Calculating analytical plan carries out specification and supplement, guides user to complete the standardization of original calculation analytical plan, so as to former to realize
The achievementization for beginning to calculate analytical plan provides guiding input support；
The calculating analytical plan achievementization integrates subsystem to be used to integrate big data calculating analytical plan, and to described analysis is calculated
Scheme carries out unifying encapsulation manager, and provides data support for the calculating analytical plan guiding access interface, allows users to
Access specific calculating analytical plan content, the calculating analytical plan achievementization management of optimized integration；
The calculating analytical plan also atomic system and calculating task perform interface to be used to receive from the calculating analytical plan
Achievementization integrates the order of subsystem, according to user's request, the concrete calculating task in analytical calculation analytical plan, and will be described
The execution of Distributed Calculation cluster is reached under calculating task, to support complete calculating analytical plan going back under different data sources
Originality.
Preferably, the calculating analytical plan refers to and can solve the problem that certain 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
The set that the service answered is constituted.
Preferably, the calculating task package module can guide user by an original meter calculated in analytical plan
Calculation task is independently sorted out to be come, and is encapsulated as standardized calculating task sequence, and to the input and output of the calculating task sequence
Carry out abstract.
Preferably, the visualization scheme package module is used to guide user by an original calculating analytical plan
Visualization scheme is sorted out to be come, and to its visual input data abstract is carried out, and obtains visualization model, and to described visual
Change module and be standardized encapsulation.
Preferably, the calculating analytical plan data source abstraction module is used to calculate in analytical plan based on each described
The inputoutput data of calculation task is standardized and abstract, the data for enabling the calculating analytical plan Rapid matching new
Source and output pool, realize calculate analytical plan data standardization, while with encapsulation after calculate analytical plan in calculating
Analysis task and visualization portion match.
Preferably, the calculating Analysis Service package module is used to guide user by energy in the original calculation analytical plan
The service for enough providing the user and the service for needing access are integrated, and are managed collectively the access mode and Authority Verification of service,
So as to realize the encapsulation to calculating Analysis Service so that the calculating analytical plan can normally run under various circumstances.
Preferably, the independent access package module is used for the independent access for guiding user to set up the calculating analytical plan
Space, completes the operation deployment and independent access configuration of the calculating analytical plan, with the calculating task package module, visual
Change scheme package module, calculating analytical plan data source abstraction module and calculating Analysis Service package module are engaged, and complete
Last encapsulation to the original calculation analytical plan so as to become independent achievement, completes the original calculation analytical plan
Achievement.
Preferably, the big data original calculation analytical plan input guiding interface and calculating analytical plan guiding accesses boundary
Face, is write with WEB front-end language, and the WEB front-end language is HTML.
Preferably, the calculating task analytical plan achievementization integrates subsystem, calculates analytical plan also atomic system, meter
Calculate tasks carrying interface, calculating task package module, visualization scheme package module, calculating analytical plan data source abstract mould
Block, calculating Analysis Service package module and independent access mode package module, are write, WEB rear ends language with end instruction after WEB
Say as Java.
The invention has the beneficial effects as follows：The system of the present invention greatly makes original big data calculate the achievement of analytical plan
Change more convenient, more standard, and provided the user convenient result's management scheme, can greatly speed up existing excellent
The achievement process of elegant big data analytical plan.
Description of the drawings
Accompanying drawing 1 calculates the structural representation of analytical plan achievement system for a kind of big data of the invention.
Specific embodiment
Below in conjunction with accompanying drawing, scheme proposed by the present invention is described in detail.
From accompanying drawing 1, a kind of big data of the invention calculates analytical plan achievement system, including 10 parts：
Calculate analytical plan guiding and access interface：Provided the user by WEB service and access the entrance calculated needed for analytical plan,
User selects packaged calculating analytical plan by the entrance, accesses the individual page for calculating analytical plan, accesses existing
The existing Calculation results of analytical plan are calculated, or calls calculating analytical plan to perform new calculating analysis task, so as to
Complete to guide user to use the specific function of calculating analytical plan.In the present embodiment, calculating analytical plan is referred to and can solve the problem that
Certain problem, by a series of existing big datas calculate analysis tasks, corresponding data source, corresponding Calculation results,
The set that corresponding visualization scheme, corresponding theoretical result, corresponding service are constituted.
Big data original calculation analytical plan input guiding interface：Provide the user connecing for input original calculation analytical plan
Mouthful, while guiding user abstract according to calculating task package module, visualization scheme package module, calculating analytical plan data source
Change module, calculate the requirement of Analysis Service package module and independent access mode package module, specification and supplementary original calculation are divided
Analysis scheme, guides user to complete the standardization of original calculation analytical plan, so as to realize the achievement of original calculation analytical plan
Change and the input support of user's guiding is provided.
Calculating task package module：Guiding user independently arranges an original calculating task in analytical plan that calculates
Out, it is encapsulated as standardized calculating task sequence, and abstract its input and output.
Visualization scheme package module：Guiding user arranges an original visualization scheme calculated in analytical plan
Out, abstract is carried out to its visual input data, obtains visualization model, and envelope is standardized to visualization model
Dress, for subsequently using.
Calculate analytical plan data source abstraction module：For standardization calculate analytical plan in each calculating task it is defeated
Enter output data, and by its abstract so that calculate analytical plan can the new data source of Rapid matching and output pool, realize
The standardization of analytical plan data is calculated, while the calculating analysis task calculated in analytical plan after matching encapsulation and visual
Change part.
Calculate Analysis Service package module：The service that guiding user will can provide the user in original calculation analytical plan
And need the service for accessing to be integrated, access mode, Authority Verification of service etc. are managed collectively, so as to realize calculating analysis clothes
The encapsulation of business so that calculating analytical plan can normally run under various circumstances.
Independent access package module：For guiding user to set up the independent access space for calculating analytical plan, complete to calculate
The operation deployment of analytical plan and independent access are configured, with calculating task package module, visualization scheme package module, calculating point
Analysis protocol source abstraction module and calculating Analysis Service package module are engaged, and complete to original calculation analytical plan most
Post package so as to become independent achievement, completes the achievement of original calculation analytical plan.
Calculate analytical plan achievementization and integrate subsystem：Analytical plan is calculated for integrating big data, big data is calculated
Analytical plan carries out unifying encapsulation manager, and provides data support to calculate analytical plan guiding access interface, allows users to
Access specific calculating analytical plan content, the calculating analytical plan achievementization management of optimized integration；Further integrate by calculating
Task package module, visualization scheme package module, calculating analytical plan data source abstraction module, calculating Analysis Service encapsulation
The data that module, independent access mode package module are provided, by the original calculating that analytical plan is integrated into achievement that calculates
Analytical plan, stores and is managed collectively to inside it, can achievement so as to realize big data analytical plan.
Calculate analytical plan also atomic system and calculating task performs interface：For receiving from calculating analytical plan achievement
Change the order for integrating subsystem, according to user's request, the concrete calculating task in analytical calculation analytical plan, and by calculating task
Under reach Distributed Calculation cluster to perform, to support the complete reducibility for calculating analytical plan under different data sources.
In the present embodiment, big data original calculation analytical plan input guiding interface and calculating analytical plan guiding access boundary
Face, can be write by typical WEB front-end language such as HTML and be formed, and be deployed to server, to provide a user with service；And calculate
Task analysis scheme achievementization integrates subsystem, calculates analytical plan also atomic system, calculating task execution interface, calculating task
Package module, visualization scheme package module, calculating analytical plan data source abstraction module, calculating Analysis Service package module
With independent access mode package module, by end instruction such as written in Java after typical WEB, and server can be deployed to, set up interior
Portion connects and the connection between computing cluster.
As shown in Figure 1, big data original calculation analytical plan input guiding interface and calculating analytical plan achievementization are integrated
Subsystem respectively with calculating task package module, visualization scheme package module, calculate analytical plan data source abstract mould
Block, calculate Analysis Service package module and independent access mode package module connection, calculate analytical plan guiding access interface with
Calculate analytical plan achievementization and integrate subsystem connection, calculate analytical plan also atomic system respectively with calculate analytical plan achievement
Change and integrate subsystem and calculating task execution interface connection.
Above-described embodiment only illustrates to invent and illustrate, the not restriction of embodiment.It is general for the technical field
For logical technology, can easily and fast be disposed and be realized according to actual conditions, make other multi-forms change or
Change, but the change and deformation of these responses should all belong to the scope of the claims of the present invention.
Claims (9)
1. a kind of big data calculates analytical plan achievement system, it is characterised in that include：Calculate analytical plan guiding and access boundary
Face, calculating analytical plan achievementization integrate subsystem, calculate analytical plan also atomic system, calculating task execution interface, calculating
Task package module, visualization scheme package module, calculating analytical plan data source abstraction module, calculating Analysis Service encapsulation
Module, independent access mode package module and big data original calculation analytical plan input guiding interface, the big data is original
Calculate analytical plan input guiding interface and calculate analytical plan achievement integron system averages and do not seal with the calculating task
Die-filling piece, visualization scheme package module, calculate analytical plan data source abstraction module, calculate Analysis Service package module and
Independent access mode package module connects, and the calculating analytical plan guiding accesses interface with the calculating analytical plan achievement
Subsystem connection is integrated, the calculating analytical plan also atomic system integrates subsystem with the calculating analytical plan achievementization respectively
System and calculating task perform interface connection, wherein：
The analytical plan guiding access interface that calculates is used to provide the user the entrance that access calculates analytical plan, 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 calls calculating analytical plan to perform new calculating analysis task；
The calculating task package module, visualization scheme package module, calculating analytical plan data source abstraction module, calculating
Analysis Service package module and independent access mode package module are combined for receiving from big data original calculation analysis
The data of scheme input guiding interface, by the big data calculating task analytical plan that the Data Integration is standard, and will be described
Big data calculating task analytical plan passes to the calculating analytical plan achievementization and integrates subsystem, realizes that original calculation is analyzed
The standardization of scheme, the achievement to calculate analytical plan provides engine；
The big data original calculation analytical plan input guiding interface is used to provide the user to system input original calculation point
The interface of analysis scheme, while guiding user according to the calculating task package module, visualization scheme package module, calculating analysis
Protocol source abstraction module, the requirement for calculating Analysis Service package module and independent access mode package module, to original
Calculating analytical plan carries out specification and supplement, guides user to complete the standardization of original calculation analytical plan, so as to former to realize
The achievementization for beginning to calculate analytical plan provides guiding input support；
The calculating analytical plan achievementization integrates subsystem to be used to integrate big data calculating analytical plan, and to described analysis is calculated
Scheme carries out unifying encapsulation manager, and provides data support for the calculating analytical plan guiding access interface, allows users to
Access specific calculating analytical plan content, the calculating analytical plan achievementization management of optimized integration；
The calculating analytical plan also atomic system and calculating task perform interface to be used to receive from the calculating analytical plan
Achievementization integrates the order of subsystem, according to user's request, the concrete calculating task in analytical calculation analytical plan, and will be described
The execution of Distributed Calculation 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, it is characterised in that the calculating
Analytical plan refers to and can solve the problem that certain problem, by a series of existing big datas calculate analysis tasks, corresponding data source,
The set that corresponding Calculation results, corresponding visualization scheme, corresponding theoretical result, corresponding service are constituted.
3. a kind of big data according to claim 1 calculates analytical plan achievement system, it is characterised in that the calculating
Task package module can guide user independently to sort out by an original calculating task calculated in analytical plan, encapsulation
For standardized calculating task sequence, and the input and output to the calculating task sequence carry out abstract.
4. a kind of big data according to claim 1 calculates analytical plan achievement system, it is characterised in that described visual
Change scheme package module is used to guide user to sort out by an original visualization scheme calculated in analytical plan, to it
Visual input data carries out abstract, obtains visualization model, and is standardized encapsulation to the visualization model.
5. a kind of big data according to claim 1 calculates analytical plan achievement system, it is characterised in that the calculating
Analytical plan data source abstraction module is used to enter the inputoutput data of each calculating task in the calculating analytical plan
Professional etiquette generalized and abstract, enable the new data source of the calculating analytical plan Rapid matching and output pool, realize calculating and divide
Analysis protocol standardization, while with encapsulation after calculate analytical plan in calculating analysis task and visualization portion phase
Matching.
6. a kind of big data according to claim 1 calculates analytical plan achievement system, it is characterised in that the calculating
Analysis Service package module is used to guide user by the service that can be provided the user in the original calculation analytical plan and needs
The service to be accessed is integrated, and is managed collectively the access mode and Authority Verification of service, so as to realize to calculating Analysis Service
Encapsulation so that the calculating analytical plan can normally run under various circumstances.
7. a kind of big data according to claim 1 calculates analytical plan achievement system, it is characterised in that the independence
Access encapsulation module is used for the independent access space for guiding user to set up the calculating analytical plan, completes the calculating analysis side
The operation deployment of case and independent access are configured, with the calculating task package module, visualization scheme package module, calculating analysis
Protocol source abstraction module and calculating Analysis Service package module are engaged, and complete to the original calculation analytical plan
Finally encapsulate so as to become independent achievement, complete the achievement of the original calculation analytical plan.
8. a kind of big data according to claim 1 calculates analytical plan achievement system, it is characterised in that the big number
Interface is accessed according to original calculation analytical plan input guiding interface and calculating analytical plan guiding, is write with WEB front-end language, institute
WEB front-end language is stated for HTML.
9. a kind of big data according to claim 1 calculates analytical plan achievement system, it is characterised in that the calculating
Task analysis scheme achievementization integrates subsystem, calculates analytical plan also atomic system, calculating task execution interface, calculating task
Package module, visualization scheme package module, calculating analytical plan data source abstraction module, calculating Analysis Service package module
With independent access mode package module, write with end instruction after WEB, end instruction is Java after the WEB.
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2016
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| CN101901162A (en) * | 2010-07-09 | 2010-12-01 | 上海动量软件技术有限公司 | System and method for dynamic data integration and scheduling by cloud computing in computer software system |
| CN102945151A (en) * | 2012-10-09 | 2013-02-27 | 曙光信息产业(北京)有限公司 | Data mining system target model based on cloud computing |
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