CN107657358A - A kind of uniform data Analysis Service - Google Patents

A kind of uniform data Analysis Service Download PDF

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Publication number
CN107657358A
CN107657358A CN201710150923.9A CN201710150923A CN107657358A CN 107657358 A CN107657358 A CN 107657358A CN 201710150923 A CN201710150923 A CN 201710150923A CN 107657358 A CN107657358 A CN 107657358A
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CN
China
Prior art keywords
data
service
uniform
analysis
external
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Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201710150923.9A
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Chinese (zh)
Inventor
黄惠寅
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Shanghai Tianhao Information Technology Co Ltd
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Shanghai Tianhao Information Technology Co Ltd
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Application filed by Shanghai Tianhao Information Technology Co Ltd filed Critical Shanghai Tianhao Information Technology Co Ltd
Priority to CN201710150923.9A priority Critical patent/CN107657358A/en
Publication of CN107657358A publication Critical patent/CN107657358A/en
Pending legal-status Critical Current

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    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management, e.g. organising, planning, scheduling or allocating time, human or machine resources; Enterprise planning; Organisational models
    • G06Q10/063Operations research or analysis
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/26Government or public services

Abstract

A kind of uniform data Analysis Service provided by the invention, has the feature that, including:Uniform data access service, access external data;Data management service, it is connected with uniform data Analysis Service uniform data access service, uniform data Analysis Service external data is managed;Uniform data Analysis Service, it is connected with uniform data Analysis Service data management service, carrying out analysis to uniform data Analysis Service external data draws analyze data;Service interface, it is connected with uniform data Analysis Service uniform data Analysis Service, transmits uniform data Analysis Service analyze data;Data output end, it is connected with uniform data Analysis Service service interface, exports uniform data Analysis Service analyze data;And system and subscriber management service.

Description

A kind of uniform data Analysis Service
Technical field
The present invention relates to data statistics, more particularly to a kind of uniform data Analysis Service.
Background technology
Environmentally friendly big data contains a large amount of undeveloped environmental information resources, including number disclosed in environment public sentiment, internet According to;Examine the unstructured datas such as annex, picture;The construction of ecological Internet of Things brings magnanimity semi-structured data etc..
The environmental data of magnanimity also brings huge challenge to traditional data platform.Environment protection digital amount will also be in that explosion type increases Long, this brings challenges to the autgmentability and high availability of computing resource and storage resource.In addition, ecological monitoring net real time data Performance challenges are brought to data platform.And the diversiform data such as unstructured data, time series data, relational data, Add the complexity of data processing and inversion.
Magnanimity, multi-source, isomeric data and the data center's framework for realizing data dynamic renewal can be integrated by how designing, such as What realizes that data standard is unified, to complete the unified planning of environmental data, integrated and management, improves data product processing and service Ability etc., what it is by data help manager's progress decision-making is all difficulties.
The content of the invention
The present invention is, and it is an object of the present invention to provide a kind of data fusion, visual system in order to solving the above problems and carry out One data analysis service.
A kind of uniform data Analysis Service provided by the invention, has the feature that, including:Uniform data access clothes Business, access external data;Data management service, it is connected with uniform data Analysis Service uniform data access service, to unified number It is managed according to Analysis Service external data;Uniform data Analysis Service, connect with uniform data Analysis Service data management service Connect, carrying out analysis to uniform data Analysis Service external data draws analyze data;Service interface, with uniform data Analysis Service Uniform data Analysis Service connects, and transmits uniform data Analysis Service analyze data;Data output end, analyze and take with uniform data Business service interface connection, exports uniform data Analysis Service analyze data;And system and subscriber management service, with uniform data The access service of Analysis Service uniform data, uniform data Analysis Service data management service, uniform data Analysis Service unify number Connected respectively according to Analysis Service, uniform data Analysis Service service interface, uniform data Analysis Service data output end, to unified The access service of data analysis service uniform data, uniform data Analysis Service data management service, uniform data Analysis Service system One data analysis service, uniform data Analysis Service service interface, uniform data Analysis Service data output end are controlled.
A kind of uniform data Analysis Service provided by the invention, also has the feature that:Wherein, uniform data analysis clothes Business data management service, has:Data warehouse, store external data;Data notes and pre-processing service, outside uniform data Service analysis data are annotated, and are pre-processed;Data processing engine, to the outer of pretreated uniform data Analysis Service Portion's data are calculated, excavated and managed;And data buffer storage distribution service, caching uniform data external service analyze data is simultaneously It is distributed.
A kind of uniform data Analysis Service provided by the invention, also has the feature that:Wherein, uniform data analysis clothes Business uniform data Analysis Service, has:Statistical tool collection, analysis is carried out to uniform data Analysis Service external data and draws analysis Data.
A kind of uniform data Analysis Service provided by the invention, also has the feature that:Wherein, uniform data analysis clothes Business service interface, has:Technical protocol;And data protocol, uniform data Analysis Service analyze data is defined.
A kind of uniform data Analysis Service provided by the invention, also has the feature that:Wherein, uniform data analysis clothes Be engaged in data output end, the analyze data of output is interactive analysis Data Mining, visualization and instrument board, full text fast search, Analytic statistics form.
A kind of uniform data Analysis Service provided by the invention, also has the feature that:Wherein, uniform data analysis clothes Data output end be engaged in as visualized graphs output.
A kind of uniform data Analysis Service provided by the invention, also has the feature that:Wherein, uniform data analysis clothes Business data output end is mobile terminal.
Invention effect and effect
According to a kind of uniform data Analysis Service involved in the present invention, data fusion:Separate sources/different latitude/difference The data fusion of form, data supporting is provided for the reconstruct of decision objective;Towards the analysis method and flow of cognitive Decision:From with The decision objective at family, which is started with, carries out the destructing of various dimensions, corresponds to the data particle of minimum, then carries out weight according to business scenario Structure;The front end frame of high availability:For building the JavaScript storehouses of reaction equation graphic user interface, rapid deployment, flexibly The compatible various hardware and software platforms of configuration;Simultaneously also including all kinds of exclusive chart control storehouses (color and figure are not only, is also included Data application method);The API provided according to platform can complete the whole demand that big data is excavated, analyzes, visualized.
Brief description of the drawings
Fig. 1 is the structured flowchart of uniform data Analysis Service of the present invention in embodiment.
Embodiment
Reality and apply example referring to the drawings uniform data Analysis Service involved in the present invention is explained in detail.
Embodiment
Fig. 1 is the structured flowchart of uniform data Analysis Service of the present invention in embodiment.
As shown in figure 1, a kind of uniform data Analysis Service has:Uniform data access service 1, data management service 2, system One data analysis service 3, service interface 4, data output end 5 and system and subscriber management service 6.
Uniform data access service 1 is used to access various external datas.
Data management service 2 is connected with uniform data access service 1, and external data is managed, and is had:Data warehouse 2-1, data notes and pre-processing service 2-2, data processing engine 2-3 and data buffer storage distribution service 2-4.
Data warehouse 2-1 is by external data storage in wherein.
Data notes annotate with pre-processing service 2-2 to the external data in data warehouse 2-1, and pre-process.
Data processing engine 2-3 is calculated, excavated and managed to pretreated external data.
The data cached processing engine 2-3 of data buffer storage distribution service 2-4 are calculated, the external data after excavation and management is gone forward side by side Row distribution.
Uniform data Analysis Service 3 is connected with data management service 2, and inside has:Statistical tool collection 3-1.
Statistical tool collection 3-1 carries out analysis to external data and draws analyze data.
Service interface 4 is connected with uniform data Analysis Service 3, by technical protocol and data protocol to analyze data Limit, the analyze data in transmission uniform data Analysis Service 3.
Data output end 5 is visualized graphs output or mobile terminal, is connected with service interface 4, exports analyze data. The analyze data of output is interactive analysis Data Mining, visualization and instrument board, full text fast search, analytic statistics form.
System and subscriber management service 6 and uniform data access service 1, data management service 2, uniform data Analysis Service 3rd, service interface 4, data output end 5 connect respectively, can automatically or manually be debugged to uniform data access service by system 1st, data management service 2, uniform data Analysis Service 3, service interface 4, data output end 5 are controlled.
The information data of each IT system can be integrated, with budget, expense, inventory planning, sale, finance, production, supply chain Deng the management theme of business scope, uniformly show the status information of enterprise operation activity, unified management technical information, business are believed Breath, resource information and knowledge information, the processing and analysis automated according to different themes and dimension to information data. The user that can be integrated with other operation systems and rights management, can be achieved the integrated system entrance of single-sign-on.
For different users and all kinds of scenes of different target designs, and according to the user cognition decision-making under different scenes Behavior matches relative users behavior model, allows user efficiently to carry out decision-making and judgement.
By the analysis of statistical data design method of specialty, mass data index and dimension are cleared, by theme, adult The contact of complex data behind is presented in system;Multiple views are integrated, show the data back of the body that same data are presented under different dimensions Rule afterwards, help user analyze data, scope, the Different Effects of display data of diminution answer from different perspectives.Possess aobvious Show the visualization of result and using the interactive of process, be easy to user to catch the data message of its concern in time
Data picture is converted into data query, each item data interaction linkage, display data under different dimensions index In the tendency, ratio, relation of different angle, help user to identify trend, find the knowledge and rule of data behind.Except original The data exhibiting modes such as some cake charts, column diagram, thermal map, geography information figure, can also be by the color of image, brightness, big The various ways such as small, shape, movement tendency are analyzed data in a series of figures, help user to be excavated by interaction Association between data.And the upper brill test of data, multidimensional parallel parsing are supported, promote decision-making using data.
The large-size screen monitors such as the linkage of principal and subordinate's screen, multi-screen ganged, automatic turning screen displaying function is supported, can be achieved to be up to resolution ratio up to ten thousand Super clear output, and possess excellent display acceleration, touch-control interaction is supported, meets the different displaying demands of user.Can be with The aggregation of data of diversified forms under same subject is presented in same or is illustrated in respectively within several high resolution interfaces, Realize synchronized tracking, the switching of a variety of data;Giant-screen touch screen is provided simultaneously, as the console of large-size screen monitors monitoring content, is led to Cross simple touch control operation and inquiry, scaling, the switching that large-size screen monitors show content, comprehensive displaying IT application in enterprises water can be achieved It is accurate.
The effect of embodiment and effect
A kind of uniform data Analysis Service, data fusion according to involved by the present embodiment:Separate sources/different latitude/no With the data fusion of form, data supporting is provided for the reconstruct of decision objective;Towards the analysis method and flow of cognitive Decision:From The decision objective of user, which is started with, carries out the destructing of various dimensions, corresponds to the data particle of minimum, is then carried out according to business scenario Reconstruct;The front end frame of high availability:For building the JavaScript storehouses of reaction equation graphic user interface, rapid deployment, spirit The compatible various hardware and software platforms of configuration living;Simultaneously also including all kinds of exclusive chart control storehouses (color and figure are not only, is also wrapped Include data application method);The API provided according to platform can complete the whole need that big data is excavated, analyzes, visualized Ask.
Above-mentioned embodiment is the preferred case of the present invention, is not intended to limit protection scope of the present invention.

Claims (7)

  1. A kind of 1. wisdom environmental protection big data visualization system, it is characterised in that including:
    Uniform data access service, access external data;
    Data management service, it is connected with the uniform data access service, the external data is managed;
    Uniform data Analysis Service, it is connected with the data management service, carrying out analysis to the external data draws analysis number According to;
    Service interface, it is connected with the uniform data Analysis Service, transmits the analyze data;
    Data output end, it is connected with the service interface, exports the analyze data;And
    System and subscriber management service, with the uniform data access service, the data management service, the uniform data point Analysis service, the service interface, the data output end connect respectively, to the uniform data access service, the data pipe Reason service, the uniform data Analysis Service, the service interface, the data output end are controlled.
  2. 2. wisdom environmental protection big data visualization system according to claim 1, it is characterised in that:
    Wherein, the data management service, has:
    Data warehouse, store the external data;
    Data notes and pre-processing service, the external data is annotated, and pre-processed;
    Data processing engine, the pretreated external data is calculated, excavated and managed;And
    Data buffer storage distribution service, caches the external data and is distributed.
  3. 3. wisdom environmental protection big data visualization system according to claim 1, it is characterised in that:
    Wherein, the uniform data Analysis Service, has:
    Statistical tool collection, analysis is carried out to the external data and draws analyze data.
  4. 4. wisdom environmental protection big data visualization system according to claim 1, it is characterised in that:
    Wherein, the service interface, has:
    Technical protocol;And
    Data protocol, the analyze data is defined.
  5. 5. wisdom environmental protection big data visualization system according to claim 1, it is characterised in that:
    Wherein, the data output end, the analyze data of output is interactive analysis Data Mining, visualization and instrument board, entirely Literary fast search, analytic statistics form.
  6. 6. wisdom environmental protection big data visualization system according to claim 1, it is characterised in that:
    Wherein, the data output end exports for visualized graphs.
  7. 7. wisdom environmental protection big data visualization system according to claim 1, it is characterised in that:
    Wherein, the data output end is mobile terminal.
CN201710150923.9A 2017-03-14 2017-03-14 A kind of uniform data Analysis Service Pending CN107657358A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201710150923.9A CN107657358A (en) 2017-03-14 2017-03-14 A kind of uniform data Analysis Service

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
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Publications (1)

Publication Number Publication Date
CN107657358A true CN107657358A (en) 2018-02-02

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Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20110276533A1 (en) * 2010-05-08 2011-11-10 Ludwig Lester F Energy and internal environment management information systems and methods for buildings and campuses
CN104679248A (en) * 2015-03-03 2015-06-03 江苏科技大学 Multi-scenario interactive data visualization system and working method
CN105574652A (en) * 2015-12-10 2016-05-11 国网山东省电力公司经济技术研究院 Planning big data management and control system of smart power distribution network and method
CN106230907A (en) * 2016-07-22 2016-12-14 华南理工大学 A kind of big data visualization method of social security and system
CN106341446A (en) * 2016-08-11 2017-01-18 浪潮集团有限公司 Cloud computing and big data-based visualized environmental protection equipment monitoring service system

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20110276533A1 (en) * 2010-05-08 2011-11-10 Ludwig Lester F Energy and internal environment management information systems and methods for buildings and campuses
CN104679248A (en) * 2015-03-03 2015-06-03 江苏科技大学 Multi-scenario interactive data visualization system and working method
CN105574652A (en) * 2015-12-10 2016-05-11 国网山东省电力公司经济技术研究院 Planning big data management and control system of smart power distribution network and method
CN106230907A (en) * 2016-07-22 2016-12-14 华南理工大学 A kind of big data visualization method of social security and system
CN106341446A (en) * 2016-08-11 2017-01-18 浪潮集团有限公司 Cloud computing and big data-based visualized environmental protection equipment monitoring service system

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