CN110245175A - A kind of visualization process and treat system and method based on big data - Google Patents
A kind of visualization process and treat system and method based on big data Download PDFInfo
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- CN110245175A CN110245175A CN201910531194.0A CN201910531194A CN110245175A CN 110245175 A CN110245175 A CN 110245175A CN 201910531194 A CN201910531194 A CN 201910531194A CN 110245175 A CN110245175 A CN 110245175A
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- 238000012800 visualization Methods 0.000 title claims abstract description 64
- 238000000034 method Methods 0.000 title claims abstract description 36
- 230000008569 process Effects 0.000 title claims abstract description 12
- 238000012545 processing Methods 0.000 claims abstract description 29
- 230000003993 interaction Effects 0.000 claims abstract description 17
- 230000000007 visual effect Effects 0.000 claims abstract description 4
- 238000010422 painting Methods 0.000 claims description 18
- 238000005538 encapsulation Methods 0.000 claims description 7
- 238000000605 extraction Methods 0.000 claims description 5
- 230000002452 interceptive effect Effects 0.000 claims description 4
- 230000000712 assembly Effects 0.000 claims description 3
- 238000000429 assembly Methods 0.000 claims description 3
- 238000012163 sequencing technique Methods 0.000 claims description 3
- 230000008878 coupling Effects 0.000 abstract description 4
- 238000010168 coupling process Methods 0.000 abstract description 4
- 238000005859 coupling reaction Methods 0.000 abstract description 4
- 238000012986 modification Methods 0.000 description 5
- 230000004048 modification Effects 0.000 description 5
- 238000013461 design Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 230000006870 function Effects 0.000 description 2
- 241001269238 Data Species 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000006243 chemical reaction Methods 0.000 description 1
- 230000007812 deficiency Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 238000012546 transfer Methods 0.000 description 1
Classifications
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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
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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
- G06F16/22—Indexing; Data structures therefor; Storage structures
- G06F16/2282—Tablespace storage structures; Management thereof
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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
- G06F16/242—Query formulation
- G06F16/2433—Query languages
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/25—Integrating or interfacing systems involving database management systems
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F8/00—Arrangements for software engineering
- G06F8/30—Creation or generation of source code
- G06F8/34—Graphical or visual programming
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Abstract
The present invention provides a kind of visualization process and treat system and method based on big data, belongs to data processing field.The system is a kind of advanced database interaction implementation based on front end page, by customizing general visual component, user realizes the management of processing script write with processing flow by the dragging of visualization component and line, to realize the interaction and business processing with database.The present invention is directed to service technique user (do not know much have less understanding to database, need to interact with database, the indefinite user of demand), intuitive, easy to use, flexibility ratio is high, coupling is low, scalability is strong.Each visualization component node can view the SQL and field information assembled until the node, and real time parsing can be convenient, intuitively check script situation.The present invention program reduces database interaction difficulty, and visualization SQL configuration has the promotion of matter compared with IDE.
Description
Technical field
The present invention relates to data processing field, specifically a kind of visualization process and treat system based on big data and
Method.
Background technique
Two ways is broadly divided into the interaction of database at present: 1, directly executing SQL statement；2, using PLSQL,
The operation of the database manipulations software visualization such as Navicat.
The user of service of database is broadly divided into three kinds: 1, specializing in personnel；2, ordinary user；3, service technique is used
Family, in which:
The interaction of personnel's directly assembled operation SQL statement realization and database is specialized in, it is convenient and efficient.
Ordinary user carries out database interaction using packaged service indirectly.
Service technique user is based between the two, going deep into the no professional of the understanding of database, uses SQL statement reality
It now has difficulties with the interaction of database, but for opposite ordinary user, they are directly interacted with database, and are needed
It asks and is not fixed, the encapsulation in advance that can not be serviced.
The visualized operation that the database manipulations software such as PLSQL, Navicat provides is too simple, and flexibility ratio is low, Wu Faman
Sufficient service technique user needs.
Summary of the invention
Technical assignment of the invention is in view of the deficiencies of the prior art, to provide at a kind of visualization processing based on big data
Manage system and method.The system be it is a kind of based on front end page advanced database interaction implementation, by customize it is general can
Depending on changing component, user realizes the management of processing script write with processing flow by the dragging of visualization component and line, from
And realize the interaction and business processing with database.Flexibility ratio is high, easy to use, has more ideally agreed with service technique user
Needs.
Term illustrates in this patent:
Structured Query Language structured query language.It is a kind of programming language of specific purposes, is one
Kind data base querying and programming language, for accessing data and querying, updating, and managing relational database system, hereafter
Abbreviation SQL.
PL/SQL Developer is an Integrated Development Environment, special to develop the application towards oracle database.With
Lower abbreviation PLSQL.
Navicat is a set of quick, reliable and suitable database management tools of price, aims at the management of simplified database
And it reduces system administration cost and sets.Its design meets the needs of database administrator, developer and medium-sized and small enterprises.
Navicat is the graphic user interface with intuitive and builds, allow you can by safety and it is simple in a manner of create, organize,
Access simultaneously shared information.
The Relational DBMS that ORACLE is developed by Oracle.
MYSQL MYSQL is a Relational DBMS.
HIVE is a Tool for Data Warehouse based on Hadoop, the data file of structuring can be mapped as a number
According to library table, and simple sql query function is provided, sql sentence can be converted to MapReduce task and run.
Mono- front-end process figure component of jsPlumb.
Jquery jquery is a quick, succinct JavaScript frame, it encapsulates the common function of JavaScript
Can code, a kind of JavaScript design pattern of simplicity is provided, optimize html document operation, event handling, animation and
Ajax interaction.
The jquery.panzoom mono- scaling component based on jquery.
Mono- front-end template engine module of mustache.
The technical solution adopted by the present invention to solve the technical problems is:
1, a kind of visualization process and treat system based on big data, the system are a kind of novel numbers based on front end page
According to the interactive implementation in library, by customizing general visual component, user is realized by the dragging of visualization component and line to be added
The management of work script write with processing flow, to realize the interaction and business processing with database.
Preferably, which includes Component Gallery, painting canvas, graph structure, topology parsing part, executes sequential partial, foot scheme
This part, execution part,
Wherein general visualization component is customized comprising multiple in Component Gallery；
Wherein painting canvas generates visualization component section for the visualization component selected in Component Gallery to be placed in canvas area
Point, in component configuration parameter region, the parameter to visualization component node carries out binding SQL configuration, and reads data, based on being
Data interaction relationship in system between each database draws the connecting line between SQL, a visualization component section by mouse
The corresponding database of point；
Wherein graph structure is for storing the connecting line drawn in painting canvas, by visualization component relation decomposing be graph structure into
Row saves；
Wherein topology parsing part is connected with graph structure, is executed successively by obtaining component to graph structure progress topology parsing
Sequentially, extracting binding SQL Information encapsulation is progress backstage execution after script.
Preferably, the visualization component is placed in canvas area by pulling mode to scheme.
2, the present invention separately provides a kind of visualization processing and treating method based on big data, based on above-mentioned processing system,
Specific steps are described as follows:
1) the visualization component dragging in Component Gallery is added in painting canvas, visualization component node is generated in painting canvas；
2) visualization component node right button pops up customized SQL allocation window binding configuration SQL；
3) mouse, which is suspended on visualization component node, will appear dragging arrow, be associated with simultaneously between realizing SQL table by dragging
Determine execution order logic；
4) matched by addition component with line and postponed, visualization component node relationships are resolved into graph structure and are saved；
5) component execution sequencing is obtained by carrying out topology parsing to graph structure, extraction assembly binds SQL information envelope
Dress is that script backstage executes.
Preferably, the processing system supports the distinct type data-bases such as ORACLE, MYSQL, HIVE to scheme.
Preferably, the component and the realization of painting canvas use following related front end assemblies to scheme: jsPlumb, jquery,
jquery.panzoom、mustache。
Preferably, extraction assembly binding SQL Information encapsulation is SHELL, perl, python, tcl script to scheme in step 5)
Backstage executes.
Preferably, the SQL allocation window includes configuration essential information, configuration field information, preview SQL tri- to scheme
Point.
Preferably, the configuration essential information includes create type, creation table type, library name, table name and advanced to scheme
Configuration.
A kind of visualization process and treat system and method based on big data of the invention, it is produced compared with prior art
Beneficial effect be:
1, it is directed to service technique user (do not know much have less understanding to database, need to interact with database, the indefinite user of demand), directly
It sees, easy to use, flexibility ratio is high, coupling is low, scalability is strong.
2, each visualization component node can view the SQL and field information assembled until the node, real time parsing,
It can be convenient, intuitively check script situation.
3, the present invention program reduces database interaction difficulty, and visualization SQL configuration has the promotion of matter compared with IDE.
Detailed description of the invention
Attached drawing 1 is the structural schematic diagram of present system；
Attached drawing 2 is the structure chart of the customized SQL allocation window of the present invention；
Attached drawing 3 is visualization component of the present invention and final connection effect figure.
Specific embodiment
1-3 with reference to the accompanying drawing makees a kind of visualization process and treat system and method based on big data of the invention
It is described further below.
Embodiment one
A kind of visualization process and treat system based on big data of the invention, which is a kind of based on front end page
Advanced database interacts implementation, by customizing general visual component, dragging and line of the user by visualization component
The management of processing script write with processing flow is realized, to realize the interaction and business processing with database.
In conjunction with attached drawing 1, which includes Component Gallery, painting canvas, graph structure, topology parsing part, executes sequential partial, script
Partially, execution part,
Wherein general visualization component is customized comprising multiple in Component Gallery；
The visualization component dragging that wherein painting canvas is used to select in Component Gallery is placed in canvas area, is joined in component Configuration
Number region carries out binding SQL configuration to the parameter of visualization component, and reads data, based between database each in system
Data interaction relationship draws the connecting line between SQL by mouse；
Wherein graph structure is for storing the connecting line drawn in painting canvas, by visualization component relation decomposing be graph structure into
Row saves；
Wherein topology parsing part is connected with graph structure, is executed successively by obtaining component to graph structure progress topology parsing
Sequentially, extracting binding SQL Information encapsulation is progress backstage execution after script.
Embodiment two
A kind of visualization processing and treating method based on big data of the invention, based on the processing system of embodiment one, tool
Body step is described as follows:
1) the visualization component dragging in Component Gallery is added in painting canvas, visualization component node is generated in painting canvas；
Due to lower coupling between visualization component, which can support the distinct type data-bases such as ORACLE, MYSQL, HIVE.Group
Part uses following related front end assemblies: jsPlumb, jquery, jquery.panzoom, mustache to the realization of painting canvas；
2) visualization component node right button pops up customized SQL allocation window binding configuration SQL；
In conjunction with attached drawing 2, SQL allocation window includes configuration essential information, configuration field information, SQL preview three parts, configuration
Essential information includes create type, creation table type, library name, table name and advanced configuration.
3) mouse, which is suspended on visualization component node, will appear dragging arrow, be associated with simultaneously between realizing SQL table by dragging
Determine execution order logic, the final connection effect of visualization component is referring to attached drawing 3；
4) matched by addition component with line and postponed, visualization component node relationships are resolved into graph structure and are saved；
5) component execution sequencing is obtained by carrying out topology parsing to graph structure, extraction assembly binds SQL information envelope
Dress is that SHELL, perl, python, tcl script backstage execute.
This patent can solve the problem of legacy data library interactive mode cannot meet service technique user demand very well, herein
The virtual interactive interface mode of introduction is easy to operate, flexibility ratio is high, can meet service technique user demand well；Solve original friendship
Scheme is supported in the problem of mutual mode only supports single database, the extension for providing a kind of feasible lower coupling；Expansible support hive
Etc. big datas related data library component；The transfer problem for solving visualization component and perform script, proposes a kind of visualization group
Part and the binding scheme of data and parsing conversion plan.
Although the preferred embodiment of the application has been described, it is created once a person skilled in the art knows basic
Property concept, then additional changes and modifications can be made to these embodiments.So it includes excellent that the following claims are intended to be interpreted as
It selects embodiment and falls into all change and modification of the application range.
Obviously, those skilled in the art can carry out various modification and variations without departing from the essence of the application to the application
Mind and range.In this way, if these modifications and variations of the application belong to the range of the claim of this application and its equivalent technologies
Within, then the application is also intended to include these modifications and variations.
Except for the technical features described in the specification, it all is technically known to those skilled in the art.
Claims (9)
1. a kind of visualization process and treat system based on big data, which is characterized in that the system is a kind of based on front end page
Advanced database interaction implementation, by customizing general visual component, user passes through the dragging of visualization component and company
Line realizes the management of processing script write with processing flow, to realize the interaction and business processing with database.
2. a kind of visualization process and treat system based on big data according to claim 1, which is characterized in that the system
Including Component Gallery, painting canvas, graph structure, topology parsing part, sequential partial, the Script section, execution part are executed,
Wherein general visualization component is customized comprising multiple in Component Gallery；
Wherein painting canvas is for the visualization component selected in Component Gallery to be placed in canvas area, in component configuration parameter region pair
The parameter of visualization component node carries out binding SQL configuration, and reads data, based on the data between database each in system
Interactive relation draws the connecting line between SQL by mouse；
Wherein visualization component relation decomposing is that graph structure is protected for storing the connecting line drawn in painting canvas by graph structure
It deposits；
Wherein topology parsing is partially connected with graph structure, successive suitable by obtaining component execution to graph structure progress topology parsing
Sequence, extracting binding SQL Information encapsulation is progress backstage execution after script.
3. a kind of visualization process and treat system based on big data according to claim 2, which is characterized in that it is described can
Canvas area is placed in by pulling mode depending on changing component.
4. a kind of visualization processing and treating method based on big data, which is characterized in that based on any one of claim 1-3 institute
The processing system stated, specific steps are described as follows:
1) the visualization component dragging in Component Gallery is added in painting canvas, visualization component node is generated in painting canvas；
2) visualization component node right button pops up customized SQL allocation window binding configuration SQL；
3) mouse, which is suspended on visualization component node, will appear dragging arrow, by being associated with and determining between dragging realization SQL table
Execution order logic；
4) matched by addition component with line and postponed, visualization component node relationships are resolved into graph structure and are saved；
5) component execution sequencing is obtained by carrying out topology parsing to graph structure, extraction assembly binding SQL Information encapsulation is
Script backstage executes.
5. a kind of visualization processing and treating method based on big data according to claim 4, which is characterized in that the place
Reason system supports ORACLE, MYSQL, HIVE distinct type data-base.
6. a kind of visualization processing and treating method based on big data according to claim 4, which is characterized in that it is described can
Use following related front end assemblies depending on changing component and the realization of painting canvas: jsPlumb, jquery, jquery.panzoom,
mustache。
7. a kind of visualization processing and treating method based on big data according to claim 4, which is characterized in that step 5)
Middle extraction assembly binding SQL Information encapsulation is that SHELL, perl, python, tcl script backstage execute.
8. a kind of visualization processing and treating method based on big data according to claim 4, which is characterized in that described
SQL allocation window includes configuration essential information, configuration field information, preview SQL three parts.
9. a kind of visualization processing and treating method based on big data according to claim 4, which is characterized in that described to match
Setting essential information includes create type, creation table type, library name, table name and advanced configuration.
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Cited By (10)
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| CN110879702A (en) * | 2019-11-21 | 2020-03-13 | 大唐网络有限公司 | Method for realizing visual speech configuration in intelligent voice outbound system |
| CN111061743A (en) * | 2019-12-25 | 2020-04-24 | 北京百度网讯科技有限公司 | Data processing method and device and electronic equipment |
| CN111625218A (en) * | 2020-05-14 | 2020-09-04 | 中电工业互联网有限公司 | Big data processing method and system for custom library development |
| CN112130841A (en) * | 2020-09-02 | 2020-12-25 | 广州市双照电子科技有限公司 | SQL development method and device and terminal equipment |
| CN112328705A (en) * | 2020-11-03 | 2021-02-05 | 成都中科大旗软件股份有限公司 | Task scheduling method supporting any configuration period |
| CN112328216A (en) * | 2020-11-03 | 2021-02-05 | 成都中科大旗软件股份有限公司 | Method, system, computer device and storage medium for developing data based on canvas nodes |
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| CN114968219A (en) * | 2022-05-09 | 2022-08-30 | 中国三峡建工(集团)有限公司 | Construction method based on visual dragging type logic analysis script |
| CN115129943A (en) * | 2022-05-24 | 2022-09-30 | 湖北省计量测试技术研究院 | Metering detection data digital interaction method based on graph storage architecture |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110879702A (en) * | 2019-11-21 | 2020-03-13 | 大唐网络有限公司 | Method for realizing visual speech configuration in intelligent voice outbound system |
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| CN111625218A (en) * | 2020-05-14 | 2020-09-04 | 中电工业互联网有限公司 | Big data processing method and system for custom library development |
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| CN113254514A (en) * | 2020-07-16 | 2021-08-13 | 北京亦庄国际产业互联网研究院股份公司 | Intelligent comprehensive treatment platform product based on big data technology |
| CN112130841A (en) * | 2020-09-02 | 2020-12-25 | 广州市双照电子科技有限公司 | SQL development method and device and terminal equipment |
| CN112328705B (en) * | 2020-11-03 | 2023-10-24 | 成都中科大旗软件股份有限公司 | Task scheduling method supporting arbitrary configuration period |
| CN112328705A (en) * | 2020-11-03 | 2021-02-05 | 成都中科大旗软件股份有限公司 | Task scheduling method supporting any configuration period |
| CN112328216A (en) * | 2020-11-03 | 2021-02-05 | 成都中科大旗软件股份有限公司 | Method, system, computer device and storage medium for developing data based on canvas nodes |
| CN112667735A (en) * | 2020-12-23 | 2021-04-16 | 武汉烽火众智数字技术有限责任公司 | Visualization model establishing and analyzing system and method based on big data |
| CN114968219A (en) * | 2022-05-09 | 2022-08-30 | 中国三峡建工(集团)有限公司 | Construction method based on visual dragging type logic analysis script |
| CN115129943A (en) * | 2022-05-24 | 2022-09-30 | 湖北省计量测试技术研究院 | Metering detection data digital interaction method based on graph storage architecture |
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