CN106407472B - A kind of the big data calculating analysis task visual edit and management system of order form mode - Google Patents
A kind of the big data calculating analysis task visual edit and management system of order form mode Download PDFInfo
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Abstract
The big data that the present invention discloses a kind of order form mode calculates analysis task visual edit and management system, including calculate analysis task visual edit and management front end, elementary statistics analysis visualization editor module, base machine study analysis visual edit module, complicated algorithm script visual edit module, data source information sync cap, calculating task verification, integration, generate subsystem, rule base and experts database sync cap, calculating task order management subsystem, calculating task is assigned and feedback interface.System is by calculating analysis task visual edit and management front end and its cooperation with other parts, visualization and patterned analysis programming support are provided for user, thus greatly reduce the difficulty that big data calculates analysis, the analysis of professional's data is effectively reduced to the pressure of computer skill demand, provides strong support for the value excavation of industrial big data.
Description
Technical field
The present invention relates to technical field of computer information processing, and in particular to a kind of big data calculating analysis of order form mode
Task visual edit and management system.
Background technique
Big data technology is developed so far, and not only brings many new technical supports to human society and behavioural analysis,
Powerful industrial big data is provided for industrial circle to support.Nowadays, limit that industrial big data further develops often not
It is big data technology itself, but big data technology is to the technical requirements of professional.By taking electric system as an example, electric system fortune
Data either quantity or type caused by row are all very comprehensively and huge, but fall to the analytical technology of data is opposite
Afterwards, one of most important reason is there is many safety problems to the analysis of data and to Computer Technology Major level
High request so that some electrical power systems professional is difficult to carry out the big data that electric system generates quick and deep point
Analysis.For this purpose, there is an urgent need to be capable of providing more convenient and can graphically edit generated big data calculating analysis times
The solution of business.
Summary of the invention
In order to overcome above-mentioned problems of the prior art, the invention proposes a kind of calculating of the big data of order form mode
Analysis task visual edit and management system supported by providing patterned calculating analysis task editor for user, and
The calculating analysis task management of order provides for user and calculates the simpler convenient big data of script than directly writing and calculate
Analysis is supported, the difficulty that user carries out value excavation to the big data in place field is further decreased.
To achieve the above object, the technical solution adopted by the present invention are as follows:
A kind of the big data calculating analysis task visual edit and management system of order form mode, comprising:
Calculate analysis task visual edit and management front end: for receiving the operation of user, auxiliary user generates and manages
Reason calculates analysis task；
Elementary statistics analysis visualization editor module, base machine study analysis visual edit module and complicated algorithm
Script visual edit module: for providing most common big number for the calculating analysis task visual edit and management front end
It is supported according to analysis task editor is calculated, allows users to quickly edit and generate conventional big data calculating analysis task；
Data source information sync cap and rule base and experts database sync cap: can for being analyzed for the elementary statistics
Depending on changing editor module, base machine study analysis visual edit module and the offer pair of complicated algorithm script visual edit module
The data source information data and rule base and experts database data answered, can provide accurate data source information and energy for user
It enough quotes rule base and experts database auxiliary calculates analysis；
It calculates analysis task and verifies subsystem: for receiving before the calculating analysis task visual edit and management
The calculating analysis task at end verifies the calculating analysis task logical correctness and carries out simple syndication；
Calculate analysis task order management subsystem: for receiving from the calculating analysis task verification subsystem
Analysis task is calculated, and order management is carried out to the calculating analysis task；
Calculating analysis task is assigned and feedback interface: managing subsystem from the calculating analysis task orderization for receiving
The calculating analysis task is sent to processing cluster, and tracks processing progress by the calculating analysis task of system；
The calculating analysis task visual edit and management front end, data source information sync cap and rule base and expert
Library sync cap respectively with the elementary statistics analysis visualization editor module, base machine study analysis visual edit
Module is connected with complicated algorithm script visual edit module, calculating analysis task verification subsystem respectively with the calculating
Analysis task visual edit is connect with management front end and calculating analysis task order management subsystem, and the calculating analysis is appointed
Business is assigned and feedback interface is connect with the calculating analysis task order management subsystem.
Preferably, the format for calculating analysis task is to meet that computing cluster can be called to carry out distributed computing analysis
Python script.
Preferably, the calculating analysis task visual edit and management front end are by calling elementary statistics analysis visual
Change editor module and base machine study analysis visual edit module, calculating task editor provides support for graphical user；
User selects corresponding calculation and analysis methods, the rule base of reference or experts database and specified input by selection data source,
A calculating anolytic sentence is generated, an analytical plan is combined by a plurality of calculating anolytic sentence group, and divided by described calculate
The analytical plan is converted into calculating analysis task by analysis task visual edit and management front end automatically.
Preferably, the calculating analysis task visual edit and management front end are by calling the visualization of complicated algorithm script
Editor module provides visual edit service for the user of self-programming.
Preferably, the analysis task order management subsystem that calculates is to the calculating analysis task progress order received
Formula tracing management, user inquire all pending calculating by the calculating analysis task visual edit and management front end
The queue of analysis task simultaneously manages queue priority, inquires the calculating analysis task being carrying out and can hang up or reset, inquiry
It has executed the calculating analysis task of completion and has browsed its result or it is enabled to re-execute.
Preferably, the calculating analysis task is assigned and feedback interface connects Spark computing cluster and Hadoop calculates collection
One of group is a variety of, sends perform script and controls execution.
Preferably, the elementary statistics analysis visualization editor module, base machine study analysis visual edit mould
Block and complicated algorithm script visual edit module, are write with WEB front-end scripting language, the WEB front-end scripting language
For JavaScript.
Preferably, the data source information sync cap, rule base and experts database sync cap, calculating analysis task verification
Subsystem calculates analysis task order management subsystem and calculates analysis task and assigns and feedback interface, uses the rear end WEB language
Speech is to write, and end instruction is Java after the WEB.
The beneficial effects of the present invention are: being greatly reduced by more humanized guidance and the encapsulation to calculation method
User writes the difficulty that typical big data calculates analysis task, enables a user to focus more on business diagnosis sum number
According to itself is excavated, scheme is provided to further realize the in-depth analysis of industrial big data.
Detailed description of the invention
Attached drawing 1 is that a kind of big data of order form mode proposed by the present invention calculates analysis task visual edit and management is
The structural schematic diagram of 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 order form mode calculates analysis task visual edit and management system, including
Nine parts, in which:
It calculates analysis task visual edit and management front end: being provided accordingly for receiving the operation of user, and for user
Calculating analysis needed for quick editting function support, auxiliary user generate and manage calculating analysis task.In the present embodiment, meter
The format for calculating analysis task is to meet the Python script that computing cluster can be called to carry out distributed computing analysis.Calculate analysis
Task visual edit and management front end are by calling elementary statistics analysis visualization editor module and base machine study point
Visual edit module is analysed, calculating task editor provides support for graphical user.User is selected by selection data source
Corresponding calculation and analysis methods, the rule base of reference or experts database and specified input produce a calculating analytic language
Sentence just can be combined to an analytical plan by a plurality of the calculatings anolytic sentence, and by calculating analysis task visual edit and
The analytical plan is converted into calculating analysis task by management front end automatically.In addition, calculating analysis task visual edit and pipe
Managing front end can also provide visual edit clothes by calling complicated algorithm script visual edit module for the user of self-programming
Business.Analysis task visual edit and management front end are calculated, it can be by typical WEB front-end language such as HTML combination JavaScript
It writes, and is deployed to system server to run, wait user's access.
Elementary statistics analysis visualization editor module, base machine study analysis visual edit module and complicated algorithm
Script visual edit module: these three modules provide jointly for calculating analysis task visual edit and management front end the most frequently used
Big data calculate analysis task editor and support, allow users to quickly to edit and generate conventional big data and calculate analysis and appoint
Business.These three modules obtain the number from server by data source information sync cap, rule base and experts database sync cap
According to source information and rule base and information of expert database, and be embedded among editor module, for user provide corresponding data source information and
Rule base and information of expert database allow users to design and raw by calculating analysis task visual edit and management front end
At it is complete, typically calculate analysis task, be sent to calculate analysis task visual edit and management front end, then pass through calculating
Task verifies the verification of subsystem, retransmits to calculating task order management subsystem, and is assigned by calculating task and instead
Feedback interface is executed and is managed.Elementary statistics analysis visualization editor module, base machine study analysis visual edit
Module and complicated algorithm script visual edit module can be compiled with typical WEB front-end scripting language such as JavaScript
It writes, and is called after encapsulating by calculating analysis task visual edit and management front end.
Data source information sync cap and rule base and experts database sync cap: for being visualized for basic statistical analysis
Editor module, base machine study analysis visual edit module and complicated algorithm script visual edit module provide corresponding
Data source information data and rule base and experts database data, accurate data source information can be provided for user and can quote rule
Then library and experts database auxiliary calculate analysis.Data source information sync cap and rule base and experts database sync cap can use typical case
WEB after end instruction such as Java write, and be deployed to server, be then connected to corresponding distributed data source and rule base with
Experts database, to for basic statistical analysis visual edit module, base machine study analysis visual edit module and answer
Miscellaneous algorithm script visual edit module provides data service.
It calculates analysis task and verifies subsystem: for receiving from calculating analysis task visual edit and managing front end
Analysis task is calculated, the logical correctness for calculating analysis task is then verified and carries out simple syndication.
Calculate analysis task order management subsystem: for receiving from the calculating for calculating analysis task verification subsystem
Analysis task, and order form tracing management is carried out to the calculating analysis task.User is compiled by calculating analysis task visualization
It collects and manages front end, the queue of all pending calculating analysis tasks can be inquired and manage queue priority, inquiry is
The calculating analysis task of execution simultaneously can be hung up or reset, and inquiry has executed the calculating analysis task of completion and browsed its result or order
It is re-executed.
Calculating analysis task is assigned and feedback interface: for receiving from calculating analysis task order management subsystem
Analysis task is calculated, and the calculating analysis task is sent to processing cluster to execute, tracks its processing progress.Calculate analysis
Task is assigned and feedback interface connection one of Spark computing cluster and Hadoop computing cluster or a variety of, sends and executes foot
This simultaneously controls execution.
Analysis task verification subsystem, calculating analysis task order management subsystem, calculating analysis task is calculated to assign
And feedback interface, it can be write with end instruction such as Java after typical WEB, and be deployed to server, establish internal connection, altogether
It is all to calculate analysis task visual edit and management front end services.
As shown in Figure 1, analysis task visual edit and management front end, data source information sync cap and rule base are calculated
It is compiled respectively with elementary statistics analysis visualization editor module, the visualization of base machine study analysis with experts database sync cap
Volume module connect with complicated algorithm script visual edit module, calculate analysis task verification subsystem respectively with calculate analysis times
Business visual edit is connect with management front end and calculating analysis task order management subsystem, and calculating analysis task is assigned and instead
Feedback interface is connect with analysis task order management subsystem is calculated.
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 of order form mode calculates analysis task visual edit and management system characterized by comprising
Calculate analysis task visual edit and management front end: for receiving the operation of user, auxiliary user generates and manages meter
Calculate analysis task；
Elementary statistics analysis visualization editor module, base machine study analysis visual edit module and complicated algorithm script
Visual edit module: by being provided based on most common big data for the calculating analysis task visual edit and management front end
It calculates analysis task editor to support, allows users to quickly edit and generate conventional big data calculating analysis task；
Data source information sync cap and rule base and experts database sync cap: for being the elementary statistics analysis visualization
Editor module, base machine study analysis visual edit module and complicated algorithm script visual edit module provide corresponding
Data source information data and rule base and experts database data, accurate data source information can be provided for user and can be drawn
Analysis is calculated with rule base and experts database auxiliary；
It calculates analysis task and verifies subsystem: for receiving from the calculating analysis task visual edit and managing front end
Analysis task is calculated, the calculating analysis task logical correctness is verified and carries out simple syndication；
Calculate analysis task order management subsystem: for receiving the calculating from the calculating analysis task verification subsystem
Analysis task, and order management is carried out to the calculating analysis task；
Calculating analysis task is assigned and feedback interface: for receiving from the calculating analysis task order management subsystem
Analysis task is calculated, the calculating analysis task is sent to processing cluster, and track processing progress；
The calculating analysis task visual edit and management front end, data source information sync cap and rule base and experts database are same
Walk interface respectively with the elementary statistics analysis visualization editor module, base machine study analysis visual edit module
It is connected with complicated algorithm script visual edit module, the calculating analysis task verification subsystem is analyzed with the calculating respectively
Task visual edit is connect with management front end and calculating analysis task order management subsystem, under the calculating analysis task
It reaches and feedback interface is connect with the calculating analysis task order management subsystem.
2. a kind of big data of order form mode according to claim 1 calculates analysis task visual edit and management is
System, which is characterized in that the format for calculating analysis task is to meet that computing cluster can be called to carry out distributed computing analysis
Python script.
3. a kind of big data of order form mode according to claim 1 calculates analysis task visual edit and management is
System, which is characterized in that the calculating analysis task visual edit and management front end are by calling elementary statistics analysis visual
Change editor module and base machine study analysis visual edit module, calculating task editor provides support for graphical user；
User selects corresponding calculation and analysis methods, the rule base of reference or experts database and specified input by selection data source,
A calculating anolytic sentence is generated, an analytical plan is combined by a plurality of calculating anolytic sentence group, and divided by described calculate
The analytical plan is converted into calculating analysis task by analysis task visual edit and management front end automatically.
4. a kind of big data of order form mode according to claim 1 calculates analysis task visual edit and management is
System, it is characterised in that: the calculating analysis task visual edit and management front end are by calling the visualization of complicated algorithm script
Editor module provides visual edit service for the user of self-programming.
5. a kind of big data of order form mode according to claim 1 calculates analysis task visual edit and management is
System, it is characterised in that: the analysis task order management subsystem that calculates is to the calculating analysis task progress order received
Formula tracing management, user inquire all pending calculating by the calculating analysis task visual edit and management front end
The queue of analysis task simultaneously manages queue priority, inquires the calculating analysis task being carrying out and can hang up or reset, inquiry
It has executed the calculating analysis task of completion and has browsed its result or it is enabled to re-execute.
6. a kind of big data of order form mode according to claim 1 calculates analysis task visual edit and management is
System, it is characterised in that: the calculating analysis task is assigned and feedback interface connects Spark computing cluster and Hadoop computing cluster
One of or it is a variety of, send perform script simultaneously control execution.
7. a kind of big data of order form mode according to claim 1 calculates analysis task visual edit and management is
System, it is characterised in that: the elementary statistics analysis visualization editor module, base machine study analysis visual edit module
It with complicated algorithm script visual edit module, is write with WEB front-end scripting language, the WEB front-end scripting language is
JavaScript。
8. a kind of big data of order form mode according to claim 1 calculates analysis task visual edit and management is
System, it is characterised in that: the data source information sync cap, rule base and experts database sync cap calculate analysis task verification
Subsystem calculates analysis task order management subsystem and calculates analysis task and assigns and feedback interface, uses the rear end WEB language
Speech is to write, and end instruction is Java after the WEB.
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| CN108124556A (en) * | 2017-12-25 | 2018-06-08 | 东风农业装备（襄阳）有限公司 | Intelligent transplanter and based on intelligent transplanter safeguard seedling strain instruct system and method |
| CN109284462A (en) * | 2018-08-06 | 2019-01-29 | 深圳市嘀哒知经科技有限责任公司 | A kind of combined method and device of more demands for services |
| CN110008242A (en) * | 2019-03-12 | 2019-07-12 | 广州亚美信息科技有限公司 | One kind being based on Spark streaming program generator and program data processing method |
| CN113610190B (en) * | 2021-08-24 | 2024-02-02 | 神州网云（北京）信息技术有限公司 | Abnormal network behavior mining system based on big data |
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